From fc2828fee3d5896d7023ea6705889d679c836091 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Sun, 14 Jan 2018 16:07:39 +0000 Subject: [PATCH 01/19] Added Magic operation with the ability to detect language, file type and some encoding types. --- .eslintignore | 1 + src/core/FlowControl.js | 24 ++++ src/core/config/Categories.js | 1 + src/core/config/OperationConfig.js | 62 ++++++++++ src/core/config/modules/Default.js | 1 + src/core/lib/Magic.js | 182 +++++++++++++++++++++++++++++ src/web/index.js | 3 +- 7 files changed, 273 insertions(+), 1 deletion(-) create mode 100644 src/core/lib/Magic.js diff --git a/.eslintignore b/.eslintignore index 1034aa8a..36c33a59 100644 --- a/.eslintignore +++ b/.eslintignore @@ -1,2 +1,3 @@ src/core/lib/** +!src/core/lib/Magic.js src/core/config/MetaConfig.js \ No newline at end of file diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index f847ab25..ca1a13f3 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -1,5 +1,6 @@ import Recipe from "./Recipe.js"; import Dish from "./Dish.js"; +import Magic from "./lib/Magic.js"; /** @@ -253,6 +254,29 @@ const FlowControl = { }, + /** + * Magic operation. + * + * @param {Object} state - The current state of the recipe. + * @param {number} state.progress - The current position in the recipe. + * @param {Dish} state.dish - The Dish being operated on. + * @param {Operation[]} state.opList - The list of operations in the recipe. + * @returns {Object} The updated state of the recipe. + */ + runMagic: function(state) { + const dish = state.dish; + + const magic = new Magic(dish.get(Dish.ARRAY_BUFFER)); + + const output = JSON.stringify(magic.detectLanguage(), null, 2) + "\n\n" + + JSON.stringify(magic.detectFileType(), null, 2) + "\n\n" + + JSON.stringify(magic.findMatchingOps(), null, 2); + + dish.set(output, Dish.STRING); + return state; + }, + + /** * Returns the index of a label. * diff --git a/src/core/config/Categories.js b/src/core/config/Categories.js index 187cb405..fef9588f 100755 --- a/src/core/config/Categories.js +++ b/src/core/config/Categories.js @@ -329,6 +329,7 @@ const Categories = [ { name: "Flow control", ops: [ + "Magic", "Fork", "Merge", "Register", diff --git a/src/core/config/OperationConfig.js b/src/core/config/OperationConfig.js index e1454d0a..7b98f6e5 100755 --- a/src/core/config/OperationConfig.js +++ b/src/core/config/OperationConfig.js @@ -81,6 +81,14 @@ import URL_ from "../operations/URL.js"; * @type {Object.} */ const OperationConfig = { + "Magic": { + module: "Default", + description: "Attempts to detect what the input data is and which operations could help to make more sense of it.", + inputType: "ArrayBuffer", + outputType: "string", + flowControl: true, + args: [] + }, "Fork": { module: "Default", description: "Split the input data up based on the specified delimiter and run all subsequent operations on each branch separately.

For example, to decode multiple Base64 strings, enter them all on separate lines then add the 'Fork' and 'From Base64' operations to the recipe. Each string will be decoded separately.", @@ -239,6 +247,13 @@ const OperationConfig = { type: "boolean", value: Base64.REMOVE_NON_ALPH_CHARS } + ], + patterns: [ + { + match: "^(?:[A-Z\\d+/]{4})+(?:[A-Z\\d+/]{2}==|[A-Z\\d+/]{3}=)?$", + flags: "i", + args: ["A-Za-z0-9+/=", false] + } ] }, "To Base64": { @@ -625,6 +640,53 @@ const OperationConfig = { type: "option", value: ByteRepr.HEX_DELIM_OPTIONS } + ], + patterns: [ + { + match: "^(?:[\\dA-F]{2})+$", + flags: "i", + args: ["None"] + }, + { + match: "^[\\dA-F]{2}(?: [\\dA-F]{2})*$", + flags: "i", + args: ["Space"] + }, + { + match: "^[\\dA-F]{2}(?:,[\\dA-F]{2})*$", + flags: "i", + args: ["Comma"] + }, + { + match: "^[\\dA-F]{2}(?:;[\\dA-F]{2})*$", + flags: "i", + args: ["Semi-colon"] + }, + { + match: "^[\\dA-F]{2}(?::[\\dA-F]{2})*$", + flags: "i", + args: ["Colon"] + }, + { + match: "^[\\dA-F]{2}(?:\\n[\\dA-F]{2})*$", + flags: "i", + args: ["Line feed"] + }, + { + match: "^[\\dA-F]{2}(?:\\r\\n[\\dA-F]{2})*$", + flags: "i", + args: ["CRLF"] + }, + { + match: "^[\\dA-F]{2}(?:0x[\\dA-F]{2})*$", + flags: "i", + args: ["0x"] + }, + { + match: "^[\\dA-F]{2}(?:\\\\x[\\dA-F]{2})*$", + flags: "i", + args: ["\\x"] + } ] }, "To Hex": { diff --git a/src/core/config/modules/Default.js b/src/core/config/modules/Default.js index 1afb8bcc..33cc9df9 100644 --- a/src/core/config/modules/Default.js +++ b/src/core/config/modules/Default.js @@ -140,6 +140,7 @@ OpModules.Default = { "Numberwang": Numberwang.run, "Generate TOTP": OTP.runTOTP, "Generate HOTP": OTP.runHOTP, + "Magic": FlowControl.runMagic, "Fork": FlowControl.runFork, "Merge": FlowControl.runMerge, "Register": FlowControl.runRegister, diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js new file mode 100644 index 00000000..babab6c6 --- /dev/null +++ b/src/core/lib/Magic.js @@ -0,0 +1,182 @@ +import OperationConfig from "../config/MetaConfig.js"; +import Utils from "../Utils.js"; +import FileType from "../operations/FileType.js"; + + +/** + * A class for detecting encodings, file types and byte frequencies. + * + * @author n1474335 [n1474335@gmail.com] + * @copyright Crown Copyright 2018 + * @license Apache-2.0 + * + * @class + */ +class Magic { + + /** + * Magic constructor. + * + * @param {ArrayBuffer} buf + */ + constructor(buf) { + this.inputBuffer = new Uint8Array(buf); + this.inputStr = Utils.arrayBufferToStr(buf); + + // Match against known encodings + // findMatchingOps + // Match against known file types + // detectFileType + // Match against byte frequencies + // detectLanguage + // Report info to user + // Offer to run various recipes based on findings + } + + /** + * Generates a list of all patterns that operations claim to be able to decode. + * + * @static + * @returns {Object[]} + */ + static generateOpPatterns() { + let opPatterns = []; + + for (let op in OperationConfig) { + if (!OperationConfig[op].hasOwnProperty("patterns")) continue; + + OperationConfig[op].patterns.forEach(pattern => { + opPatterns.push({ + op: op, + match: pattern.match, + flags: pattern.flags, + args: pattern.args + }); + }); + } + + return opPatterns; + } + + /** + * Finds operations that claim to be able to decode the input based on regular + * expression matches. + * + * @returns {Object[]} + */ + findMatchingOps() { + const opPatterns = Magic.generateOpPatterns(); + let matches = []; + + for (let i = 0; i < opPatterns.length; i++) { + let pattern = opPatterns[i]; + const regex = new RegExp(pattern.match, pattern.flags); + if (regex.test(this.inputStr)) { + matches.push(pattern); + } + } + + return matches; + } + + /** + * Attempts to detect the language of the input by comparing its byte frequency + * to that of several known languages. + * + * @returns {Object[]} + */ + detectLanguage() { + /** + * Byte frequencies of various languages generated from Wikipedia dumps taken in late 2017. + * The Chi-Squared test cannot accept expected values of 0, so 0.0001 has been used to account + * for bytes that do not normally appear in the language. + */ + const langFreqs = { + "ar": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.65, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 9.194, 0.002, 0.102, 0.0001, 0.0001, 0.007, 0.001, 0.002, 0.109, 0.108, 0.002, 0.001, 0.03, 0.046, 0.42, 0.018, 0.182, 0.202, 0.135, 0.063, 0.065, 0.061, 0.055, 0.053, 0.062, 0.113, 0.054, 0.001, 0.002, 0.003, 0.002, 0.0001, 0.0001, 0.01, 0.006, 0.009, 0.007, 0.005, 0.004, 0.004, 0.004, 0.005, 0.002, 0.002, 0.005, 0.007, 0.005, 0.004, 0.007, 0.001, 0.005, 0.009, 0.006, 0.002, 0.002, 0.002, 0.001, 0.001, 0.001, 0.007, 0.001, 0.007, 0.0001, 0.004, 0.0001, 0.052, 0.008, 0.019, 0.018, 0.055, 0.008, 0.011, 0.016, 0.045, 0.001, 0.006, 0.028, 0.016, 0.037, 0.04, 0.012, 0.001, 0.038, 0.03, 0.035, 0.02, 0.006, 0.006, 0.002, 0.009, 0.002, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.055, 1.131, 0.874, 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0.793, 0.535, 0.706, 0.48, 0.538, 0.785, 0.909, 0.7, 0.697, 1.017, 0.519, 0.441, 0.567, 0.626, 1.082, 0.814, 1.054, 1.074, 0.811, 0.556, 0.684, 0.903, 0.43, 0.642, 0.78, 2.083, 1.147, 2.006, 1.331, 2.547, 1.015, 0.911, 0.807, 0.0001, 0.0001, 0.069, 0.007, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.005, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.126, 1.369, 3.539, 8.968, 5.44, 4.358, 3.141, 2.48, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 1.821, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], + }; + + const inputFreq = this._freqDist(); + let chiSqrs = []; + + for (let lang in langFreqs) { + chiSqrs.push({ + lang: lang, + chiSqr: this._chiSqr(inputFreq, langFreqs[lang]) + }); + } + + chiSqrs.sort((a, b) => { + return a.chiSqr - b.chiSqr; + }); + + return chiSqrs; + } + + /** + * Detects any matching file types for the input. + * + * @returns {Object} type + * @returns {string} type.ext - File extension + * @returns {string} type.mime - Mime type + * @returns {string} [type.desc] - Description + */ + detectFileType() { + return FileType.magicType(this.inputBuffer); + } + + /** + * Calculates the number of times each byte appears in the input + * + * @private + * @returns {number[]} + */ + _freqDist() { + const len = this.inputBuffer.length; + let i = len, + counts = new Array(256).fill(0); + + if (!len) return counts; + + while (i--) { + counts[this.inputBuffer[i]]++; + } + + return counts.map(c => { + return c / len * 100; + }); + } + + /** + * Calculates Pearson's Chi-Squared test for two frequency arrays. + * https://en.wikipedia.org/wiki/Pearson%27s_chi-squared_test + * + * @private + * @param {number[]} observed + * @param {number[]} expected + * @returns {number} + */ + _chiSqr(observed, expected) { + let tmp, + res = 0; + + for (let i = 0; i < observed.length; i++) { + tmp = observed[i] - expected[i]; + res += tmp * tmp / expected[i]; + } + return res; + } + +} + +export default Magic; diff --git a/src/web/index.js b/src/web/index.js index 965f2efc..5cd5b9e4 100755 --- a/src/web/index.js +++ b/src/web/index.js @@ -34,7 +34,8 @@ function main() { "URL Decode", "Regular expression", "Entropy", - "Fork" + "Fork", + "Magic" ]; const defaultOptions = { From a1624a92159114863b4148d1cfccea9cd3ead38c Mon Sep 17 00:00:00 2001 From: n1474335 Date: Sun, 14 Jan 2018 17:28:56 +0000 Subject: [PATCH 02/19] Added detection patterns for non-standard Base64 alphabets, Base58 and Base32. --- src/core/FlowControl.js | 9 +- src/core/config/OperationConfig.js | 230 +++++++++++++++++++++++++++-- src/core/lib/Magic.js | 106 ++++++------- 3 files changed, 279 insertions(+), 66 deletions(-) diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index ca1a13f3..bf98ec5d 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -264,13 +264,12 @@ const FlowControl = { * @returns {Object} The updated state of the recipe. */ runMagic: function(state) { - const dish = state.dish; + const dish = state.dish, + magic = new Magic(dish.get(Dish.ARRAY_BUFFER)); - const magic = new Magic(dish.get(Dish.ARRAY_BUFFER)); - - const output = JSON.stringify(magic.detectLanguage(), null, 2) + "\n\n" + + const output = JSON.stringify(magic.findMatchingOps(), null, 2) + "\n\n" + JSON.stringify(magic.detectFileType(), null, 2) + "\n\n" + - JSON.stringify(magic.findMatchingOps(), null, 2); + JSON.stringify(magic.detectLanguage(), null, 2); dish.set(output, Dish.STRING); return state; diff --git a/src/core/config/OperationConfig.js b/src/core/config/OperationConfig.js index 7b98f6e5..b87d25e4 100755 --- a/src/core/config/OperationConfig.js +++ b/src/core/config/OperationConfig.js @@ -253,7 +253,67 @@ const OperationConfig = { match: "^(?:[A-Z\\d+/]{4})+(?:[A-Z\\d+/]{2}==|[A-Z\\d+/]{3}=)?$", flags: "i", args: ["A-Za-z0-9+/=", false] - } + }, + { + match: "^[A-Z\\d\\-_]{20,}$", + flags: "i", + args: ["A-Za-z0-9-_", false] + }, + { + match: "^(?:[A-Z\\d+\\-]{4}){5,}(?:[A-Z\\d+\\-]{2}==|[A-Z\\d+\\-]{3}=)?$", + flags: "i", + args: ["A-Za-z0-9+\\-=", false] + }, + { + match: "^(?:[A-Z\\d./]{4}){5,}(?:[A-Z\\d./]{2}==|[A-Z\\d./]{3}=)?$", + flags: "i", + args: ["./0-9A-Za-z=", false] + }, + { + match: "^[A-Z\\d_.]{20,}$", + flags: "i", + args: ["A-Za-z0-9_.", false] + }, + { + match: "^(?:[A-Z\\d._]{4}){5,}(?:[A-Z\\d._]{2}--|[A-Z\\d._]{3}-)?$", + flags: "i", + args: ["A-Za-z0-9._-", false] + }, + { + match: "^(?:[A-Z\\d+/]{4}){5,}(?:[A-Z\\d+/]{2}==|[A-Z\\d+/]{3}=)?$", + flags: "i", + args: ["0-9a-zA-Z+/=", false] + }, + { + match: "^(?:[A-Z\\d+/]{4}){5,}(?:[A-Z\\d+/]{2}==|[A-Z\\d+/]{3}=)?$", + flags: "i", + args: ["0-9A-Za-z+/=", false] + }, + { + match: "^[ !\"#$%&'()*+,\\-./\\d:;<=>?@A-Z[\\\\\\]^_]{20,}$", + flags: "", + args: [" -_", false] + }, + { + match: "^[A-Z\\d+\\-]{20,}$", + flags: "i", + args: ["+\\-0-9A-Za-z", false] + }, + { + match: "^[!\"#$%&'()*+,\\-0-689@A-NP-VX-Z[`a-fh-mp-r]{20,}$", + flags: "", + args: ["!-,-0-689@A-NP-VX-Z[`a-fh-mp-r", false] + }, + { + match: "^(?:[N-ZA-M\\d+/]{4}){5,}(?:[N-ZA-M\\d+/]{2}==|[N-ZA-M\\d+/]{3}=)?$", + flags: "i", + args: ["N-ZA-Mn-za-m0-9+/=", false] + }, + { + match: "^[A-Z\\d./]{20,}$", + flags: "i", + args: ["./0-9A-Za-z", false] + }, ] }, "To Base64": { @@ -287,6 +347,18 @@ const OperationConfig = { type: "boolean", value: Base58.REMOVE_NON_ALPH_CHARS } + ], + patterns: [ + { + match: "^[1-9A-HJ-NP-Za-km-z]{20,}$", + flags: "", + args: ["123456789ABCDEFGHJKLMNPQRSTUVWXYZabcdefghijkmnopqrstuvwxyz", false] + }, + { + match: "^[1-9A-HJ-NP-Za-km-z]{20,}$", + flags: "", + args: ["rpshnaf39wBUDNEGHJKLM4PQRST7VWXYZ2bcdeCg65jkm8oFqi1tuvAxyz", false] + }, ] }, "To Base58": { @@ -318,6 +390,13 @@ const OperationConfig = { type: "boolean", value: Base64.REMOVE_NON_ALPH_CHARS } + ], + patterns: [ + { + match: "^(?:[A-Z2-7]{8})+(?:[A-Z2-7]{2}={6}|[A-Z2-7]{4}={4}|[A-Z2-7]{5}={3}|[A-Z2-7]{7}={1})?$", + flags: "", + args: ["A-Z2-7=", false] + }, ] }, "To Base32": { @@ -717,6 +796,13 @@ const OperationConfig = { type: "option", value: ByteRepr.DELIM_OPTIONS } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "To Octal": { @@ -754,7 +840,6 @@ const OperationConfig = { } ] }, - "To Charcode": { module: "Default", description: "Converts text to its unicode character code equivalent.

e.g. Γειά σου becomes 0393 03b5 03b9 03ac 20 03c3 03bf 03c5", @@ -788,6 +873,13 @@ const OperationConfig = { type: "option", value: ByteRepr.BIN_DELIM_OPTIONS } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "To Binary": { @@ -816,6 +908,13 @@ const OperationConfig = { type: "option", value: ByteRepr.DELIM_OPTIONS } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "To Decimal": { @@ -838,7 +937,14 @@ const OperationConfig = { highlightReverse: "func", inputType: "string", outputType: "byteArray", - args: [] + args: [], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, + ] }, "To Hexdump": { module: "Default", @@ -896,7 +1002,14 @@ const OperationConfig = { description: "Converts HTML entities back to characters

e.g. &amp; becomes &", // tags required to stop the browser just printing & inputType: "string", outputType: "string", - args: [] + args: [], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, + ] }, "To HTML Entity": { module: "Default", @@ -939,7 +1052,14 @@ const OperationConfig = { description: "Converts URI/URL percent-encoded characters back to their raw values.

e.g. %3d becomes =", inputType: "string", outputType: "string", - args: [] + args: [], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, + ] }, "URL Encode": { module: "URL", @@ -972,6 +1092,13 @@ const OperationConfig = { type: "option", value: Unicode.PREFIXES } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "From Quoted Printable": { @@ -979,7 +1106,14 @@ const OperationConfig = { description: "Converts QP-encoded text back to standard text.", inputType: "string", outputType: "byteArray", - args: [] + args: [], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, + ] }, "To Quoted Printable": { module: "Default", @@ -999,6 +1133,13 @@ const OperationConfig = { type: "boolean", value: Punycode.IDN } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "To Punycode": { @@ -2483,6 +2624,13 @@ const OperationConfig = { type: "option", value: DateTime.UNITS } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "To UNIX Timestamp": { @@ -2777,6 +2925,13 @@ const OperationConfig = { type: "boolean", value: Compress.INFLATE_VERIFY } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "Gzip": { @@ -2812,7 +2967,14 @@ const OperationConfig = { description: "Decompresses data which has been compressed using the deflate algorithm with gzip headers.", inputType: "byteArray", outputType: "byteArray", - args: [] + args: [], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, + ] }, "Zip": { module: "Compression", @@ -2868,6 +3030,13 @@ const OperationConfig = { type: "boolean", value: Compress.PKUNZIP_VERIFY } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "Bzip2 Decompress": { @@ -2875,7 +3044,14 @@ const OperationConfig = { description: "Decompresses data using the Bzip2 algorithm.", inputType: "byteArray", outputType: "string", - args: [] + args: [], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, + ] }, "Generic Code Beautify": { module: "Code", @@ -3320,7 +3496,7 @@ const OperationConfig = { }, "Chi Square": { module: "Default", - description: "Calculates the Chi Square distribution of values.", + description: "Calculates the Chi-Squared distribution of values.", inputType: "ArrayBuffer", outputType: "number", args: [] @@ -3343,6 +3519,13 @@ const OperationConfig = { type: "option", value: PublicKey.X509_INPUT_FORMAT } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "PEM to Hex": { @@ -3614,6 +3797,13 @@ const OperationConfig = { type: "option", value: MorseCode.WORD_DELIM_OPTIONS } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "Tar": { @@ -3635,6 +3825,13 @@ const OperationConfig = { inputType: "byteArray", outputType: "html", args: [ + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "Head": { @@ -3776,6 +3973,13 @@ const OperationConfig = { type: "option", value: Image.INPUT_FORMAT } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] }, "Remove EXIF": { @@ -3857,8 +4061,14 @@ const OperationConfig = { type: "option", value: BCD.FORMAT } + ], + patterns: [ // TODO + //{ + // match: "^$", + // flags: "", + // args: [] + //}, ] - }, "To BCD": { module: "Default", diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index babab6c6..f5b6d760 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -22,6 +22,7 @@ class Magic { constructor(buf) { this.inputBuffer = new Uint8Array(buf); this.inputStr = Utils.arrayBufferToStr(buf); + this.opPatterns = Magic._generateOpPatterns(); // Match against known encodings // findMatchingOps @@ -33,31 +34,6 @@ class Magic { // Offer to run various recipes based on findings } - /** - * Generates a list of all patterns that operations claim to be able to decode. - * - * @static - * @returns {Object[]} - */ - static generateOpPatterns() { - let opPatterns = []; - - for (let op in OperationConfig) { - if (!OperationConfig[op].hasOwnProperty("patterns")) continue; - - OperationConfig[op].patterns.forEach(pattern => { - opPatterns.push({ - op: op, - match: pattern.match, - flags: pattern.flags, - args: pattern.args - }); - }); - } - - return opPatterns; - } - /** * Finds operations that claim to be able to decode the input based on regular * expression matches. @@ -65,11 +41,10 @@ class Magic { * @returns {Object[]} */ findMatchingOps() { - const opPatterns = Magic.generateOpPatterns(); let matches = []; - for (let i = 0; i < opPatterns.length; i++) { - let pattern = opPatterns[i]; + for (let i = 0; i < this.opPatterns.length; i++) { + let pattern = this.opPatterns[i]; const regex = new RegExp(pattern.match, pattern.flags); if (regex.test(this.inputStr)) { matches.push(pattern); @@ -86,33 +61,13 @@ class Magic { * @returns {Object[]} */ detectLanguage() { - /** - * Byte frequencies of various languages generated from Wikipedia dumps taken in late 2017. - * The Chi-Squared test cannot accept expected values of 0, so 0.0001 has been used to account - * for bytes that do not normally appear in the language. - */ - const langFreqs = { - "ar": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.65, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 9.194, 0.002, 0.102, 0.0001, 0.0001, 0.007, 0.001, 0.002, 0.109, 0.108, 0.002, 0.001, 0.03, 0.046, 0.42, 0.018, 0.182, 0.202, 0.135, 0.063, 0.065, 0.061, 0.055, 0.053, 0.062, 0.113, 0.054, 0.001, 0.002, 0.003, 0.002, 0.0001, 0.0001, 0.01, 0.006, 0.009, 0.007, 0.005, 0.004, 0.004, 0.004, 0.005, 0.002, 0.002, 0.005, 0.007, 0.005, 0.004, 0.007, 0.001, 0.005, 0.009, 0.006, 0.002, 0.002, 0.002, 0.001, 0.001, 0.001, 0.007, 0.001, 0.007, 0.0001, 0.004, 0.0001, 0.052, 0.008, 0.019, 0.018, 0.055, 0.008, 0.011, 0.016, 0.045, 0.001, 0.006, 0.028, 0.016, 0.037, 0.04, 0.012, 0.001, 0.038, 0.03, 0.035, 0.02, 0.006, 0.006, 0.002, 0.009, 0.002, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.055, 1.131, 0.874, 0.939, 4.804, 2.787, 2.235, 1.018, 2.407, 0.349, 3.542, 0.092, 0.4, 0.007, 0.051, 0.053, 0.022, 0.061, 0.01, 0.008, 0.001, 0.001, 0.0001, 0.001, 0.001, 0.001, 0.0001, 0.008, 0.001, 0.001, 0.0001, 0.002, 0.013, 0.133, 0.049, 0.782, 0.037, 0.335, 0.157, 6.208, 1.599, 1.486, 1.889, 0.276, 0.607, 0.762, 0.341, 1.38, 0.239, 2.041, 0.293, 1.149, 0.411, 0.383, 0.246, 0.406, 0.094, 1.401, 0.223, 0.006, 0.001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.027, 0.003, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.003, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 23.298, 20.414, 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0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], - }; - const inputFreq = this._freqDist(); let chiSqrs = []; - for (let lang in langFreqs) { + for (let lang in LANG_FREQS) { chiSqrs.push({ lang: lang, - chiSqr: this._chiSqr(inputFreq, langFreqs[lang]) + chiSqr: Magic._chiSqr(inputFreq, LANG_FREQS[lang]) }); } @@ -157,16 +112,43 @@ class Magic { }); } + /** + * Generates a list of all patterns that operations claim to be able to decode. + * + * @private + * @static + * @returns {Object[]} + */ + static _generateOpPatterns() { + let opPatterns = []; + + for (let op in OperationConfig) { + if (!OperationConfig[op].hasOwnProperty("patterns")) continue; + + OperationConfig[op].patterns.forEach(pattern => { + opPatterns.push({ + op: op, + match: pattern.match, + flags: pattern.flags, + args: pattern.args + }); + }); + } + + return opPatterns; + } + /** * Calculates Pearson's Chi-Squared test for two frequency arrays. * https://en.wikipedia.org/wiki/Pearson%27s_chi-squared_test * * @private + * @static * @param {number[]} observed * @param {number[]} expected * @returns {number} */ - _chiSqr(observed, expected) { + static _chiSqr(observed, expected) { let tmp, res = 0; @@ -179,4 +161,26 @@ class Magic { } +/** + * Byte frequencies of various languages generated from Wikipedia dumps taken in late 2017. + * The Chi-Squared test cannot accept expected values of 0, so 0.0001 has been used to account + * for bytes that do not normally appear in the language. + * + * @constant + */ +const LANG_FREQS = { + "ar": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.65, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 9.194, 0.002, 0.102, 0.0001, 0.0001, 0.007, 0.001, 0.002, 0.109, 0.108, 0.002, 0.001, 0.03, 0.046, 0.42, 0.018, 0.182, 0.202, 0.135, 0.063, 0.065, 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0.028, 0.002, 0.022, 0.045, 0.031, 0.01, 0.013, 0.012, 0.007, 0.005, 0.003, 0.004, 0.0001, 0.004, 0.0001, 0.009, 0.0001, 0.159, 0.026, 0.051, 0.047, 0.17, 0.025, 0.032, 0.057, 0.124, 0.003, 0.021, 0.089, 0.049, 0.12, 0.129, 0.028, 0.002, 0.124, 0.083, 0.1, 0.058, 0.016, 0.016, 0.008, 0.03, 0.012, 0.006, 0.004, 0.006, 0.001, 0.0001, 2.707, 1.09, 1.398, 0.705, 1.23, 1.04, 0.715, 0.952, 1.455, 1.297, 0.845, 1.19, 2.403, 1.193, 0.813, 1.077, 0.889, 0.565, 0.387, 0.47, 0.931, 0.663, 1.035, 0.837, 0.77, 0.772, 1.434, 1.023, 1.668, 0.609, 0.437, 0.793, 0.535, 0.706, 0.48, 0.538, 0.785, 0.909, 0.7, 0.697, 1.017, 0.519, 0.441, 0.567, 0.626, 1.082, 0.814, 1.054, 1.074, 0.811, 0.556, 0.684, 0.903, 0.43, 0.642, 0.78, 2.083, 1.147, 2.006, 1.331, 2.547, 1.015, 0.911, 0.807, 0.0001, 0.0001, 0.069, 0.007, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.005, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.126, 1.369, 3.539, 8.968, 5.44, 4.358, 3.141, 2.48, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 1.821, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], +}; + export default Magic; From 48f8ca693d66cf1dc08db4821033e4a21820c8f3 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Sun, 14 Jan 2018 18:26:06 +0000 Subject: [PATCH 03/19] Added detection patterns for Octal, Binary, Decimal, Hexdumps, HTML Entities, URL encoding, escaped Unicode, and Quoted Printable encoding. --- src/core/config/OperationConfig.js | 193 +++++++++++++++++++++-------- 1 file changed, 138 insertions(+), 55 deletions(-) diff --git a/src/core/config/OperationConfig.js b/src/core/config/OperationConfig.js index b87d25e4..db133069 100755 --- a/src/core/config/OperationConfig.js +++ b/src/core/config/OperationConfig.js @@ -797,12 +797,37 @@ const OperationConfig = { value: ByteRepr.DELIM_OPTIONS } ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^(?:[0-7]{1,2}|[123][0-7]{2})(?: (?:[0-7]{1,2}|[123][0-7]{2}))*$", + flags: "", + args: ["Space"] + }, + { + match: "^(?:[0-7]{1,2}|[123][0-7]{2})(?:,(?:[0-7]{1,2}|[123][0-7]{2}))*$", + flags: "", + args: ["Comma"] + }, + { + match: "^(?:[0-7]{1,2}|[123][0-7]{2})(?:;(?:[0-7]{1,2}|[123][0-7]{2}))*$", + flags: "", + args: ["Semi-colon"] + }, + { + match: "^(?:[0-7]{1,2}|[123][0-7]{2})(?::(?:[0-7]{1,2}|[123][0-7]{2}))*$", + flags: "", + args: ["Colon"] + }, + { + match: "^(?:[0-7]{1,2}|[123][0-7]{2})(?:\\n(?:[0-7]{1,2}|[123][0-7]{2}))*$", + flags: "", + args: ["Line feed"] + }, + { + match: "^(?:[0-7]{1,2}|[123][0-7]{2})(?:\\r\\n(?:[0-7]{1,2}|[123][0-7]{2}))*$", + flags: "", + args: ["CRLF"] + }, ] }, "To Octal": { @@ -874,12 +899,42 @@ const OperationConfig = { value: ByteRepr.BIN_DELIM_OPTIONS } ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^(?:[01]{8})+$", + flags: "", + args: ["None"] + }, + { + match: "^(?:[01]{8})(?: [01]{8})*$", + flags: "", + args: ["Space"] + }, + { + match: "^(?:[01]{8})(?:,[01]{8})*$", + flags: "", + args: ["Comma"] + }, + { + match: "^(?:[01]{8})(?:;[01]{8})*$", + flags: "", + args: ["Semi-colon"] + }, + { + match: "^(?:[01]{8})(?::[01]{8})*$", + flags: "", + args: ["Colon"] + }, + { + match: "^(?:[01]{8})(?:\\n[01]{8})*$", + flags: "", + args: ["Line feed"] + }, + { + match: "^(?:[01]{8})(?:\\r\\n[01]{8})*$", + flags: "", + args: ["CRLF"] + }, ] }, "To Binary": { @@ -909,12 +964,37 @@ const OperationConfig = { value: ByteRepr.DELIM_OPTIONS } ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^(?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5])(?: (?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5]))*$", + flags: "", + args: ["Space"] + }, + { + match: "^(?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5])(?:,(?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5]))*$", + flags: "", + args: ["Comma"] + }, + { + match: "^(?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5])(?:;(?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5]))*$", + flags: "", + args: ["Semi-colon"] + }, + { + match: "^(?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5])(?::(?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5]))*$", + flags: "", + args: ["Colon"] + }, + { + match: "^(?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5])(?:\\n(?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5]))*$", + flags: "", + args: ["Line feed"] + }, + { + match: "^(?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5])(?:\\r\\n(?:\\d{1,2}|1\\d{2}|2[0-4]\\d|25[0-5]))*$", + flags: "", + args: ["CRLF"] + }, ] }, "To Decimal": { @@ -938,12 +1018,12 @@ const OperationConfig = { inputType: "string", outputType: "byteArray", args: [], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^(?:(?:[\\dA-F]{4,16}:?)?\\s*((?:[\\dA-F]{2}\\s){1,8}(?:\\s|[\\dA-F]{2}-)(?:[\\dA-F]{2}\\s){1,8}|(?:[\\dA-F]{2}\\s|[\\dA-F]{4}\\s)+)[^\\n]*\\n?)+$", + flags: "i", + args: [] + }, ] }, "To Hexdump": { @@ -1003,12 +1083,12 @@ const OperationConfig = { inputType: "string", outputType: "string", args: [], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "&(?:#\\d{2,3}|#x[\\da-f]{2}|[a-z]{2,6});", + flags: "i", + args: [] + }, ] }, "To HTML Entity": { @@ -1053,12 +1133,12 @@ const OperationConfig = { inputType: "string", outputType: "string", args: [], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "%[\\da-f]{2}", + flags: "i", + args: [] + }, ] }, "URL Encode": { @@ -1093,12 +1173,22 @@ const OperationConfig = { value: Unicode.PREFIXES } ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "\\\\u(?:[\\da-f]{4,6})", + flags: "i", + args: ["\\u"] + }, + { + match: "%u(?:[\\da-f]{4,6})", + flags: "i", + args: ["%u"] + }, + { + match: "U\\+(?:[\\da-f]{4,6})", + flags: "i", + args: ["U+"] + }, ] }, "From Quoted Printable": { @@ -1107,12 +1197,12 @@ const OperationConfig = { inputType: "string", outputType: "byteArray", args: [], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "(?:=[\\da-f]{2}|=\\n)(?:[\\x21-\\x3d\\x3f-\\x7e \\t]|=[\\da-f]{2}|=\\n)*$", + flags: "i", + args: [] + }, ] }, "To Quoted Printable": { @@ -1133,13 +1223,6 @@ const OperationConfig = { type: "boolean", value: Punycode.IDN } - ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, ] }, "To Punycode": { From 615a020469a08ac7d583b73c3a5937e93fa2a622 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Mon, 22 Jan 2018 17:50:00 +0000 Subject: [PATCH 04/19] Added detection patterns for UNIX timestamps, Zlib deflate, Gzip, Zip and Bzip2. --- src/core/config/OperationConfig.js | 75 ++++++++++++++++++------------ src/core/operations/FileType.js | 18 +++++-- 2 files changed, 59 insertions(+), 34 deletions(-) diff --git a/src/core/config/OperationConfig.js b/src/core/config/OperationConfig.js index db133069..6a95325e 100755 --- a/src/core/config/OperationConfig.js +++ b/src/core/config/OperationConfig.js @@ -2708,12 +2708,27 @@ const OperationConfig = { value: DateTime.UNITS } ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^1?\\d{9}$", + flags: "", + args: ["Seconds (s)"] + }, + { + match: "^1?\\d{12}$", + flags: "", + args: ["Milliseconds (ms)"] + }, + { + match: "^1?\\d{15}$", + flags: "", + args: ["Microseconds (μs)"] + }, + { + match: "^1?\\d{18}$", + flags: "", + args: ["Nanoseconds (ns)"] + }, ] }, "To UNIX Timestamp": { @@ -3009,12 +3024,12 @@ const OperationConfig = { value: Compress.INFLATE_VERIFY } ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^\\x78(\\x01|\\x9c|\\xda|\\x5e)", + flags: "", + args: [0, 0, "Adaptive", false, false] + }, ] }, "Gzip": { @@ -3051,12 +3066,12 @@ const OperationConfig = { inputType: "byteArray", outputType: "byteArray", args: [], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^\\x1f\\x8b\\x08", + flags: "", + args: [] + }, ] }, "Zip": { @@ -3114,12 +3129,12 @@ const OperationConfig = { value: Compress.PKUNZIP_VERIFY } ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^\\x50\\x4b(?:\\x03|\\x05|\\x07)(?:\\x04|\\x06|\\x08)", + flags: "", + args: ["", false] + }, ] }, "Bzip2 Decompress": { @@ -3128,12 +3143,12 @@ const OperationConfig = { inputType: "byteArray", outputType: "string", args: [], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^\\x42\\x5a\\x68", + flags: "", + args: [] + }, ] }, "Generic Code Beautify": { diff --git a/src/core/operations/FileType.js b/src/core/operations/FileType.js index 715f8205..d6ebb7c8 100755 --- a/src/core/operations/FileType.js +++ b/src/core/operations/FileType.js @@ -225,8 +225,8 @@ const FileType = { if (buf[0] === 0x78 && buf[1] === 0x01) { return { - ext: "dmg", - mime: "application/x-apple-diskimage" + ext: "dmg, zlib", + mime: "application/x-apple-diskimage, application/x-deflate" }; } @@ -434,8 +434,11 @@ const FileType = { }; } - // Added by n1474335 [n1474335@gmail.com] from here on - // ################################################################## // + /** + * + * Added by n1474335 [n1474335@gmail.com] from here on + * + */ if ((buf[0] === 0x1F && buf[1] === 0x9D) || (buf[0] === 0x1F && buf[1] === 0xA0)) { return { ext: "z, tar.z", @@ -524,6 +527,13 @@ const FileType = { }; } + if (buf[0] === 0x78 && (buf[1] === 0x01 || buf[1] === 0x9C || buf[1] === 0xDA || buf[1] === 0x5e)) { + return { + ext: "zlib", + mime: "application/x-deflate" + }; + } + return null; }, From b035f6c4106b383745981aa9d3ab3b29f96f6093 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Mon, 22 Jan 2018 19:57:41 +0000 Subject: [PATCH 05/19] Added detection patterns for X.509 certs, Morse Code, Tar, images and BCD. --- src/core/config/OperationConfig.js | 63 +++++++++++++++--------------- src/core/operations/PublicKey.js | 6 ++- 2 files changed, 36 insertions(+), 33 deletions(-) diff --git a/src/core/config/OperationConfig.js b/src/core/config/OperationConfig.js index 6a95325e..d6ecaf17 100755 --- a/src/core/config/OperationConfig.js +++ b/src/core/config/OperationConfig.js @@ -3618,12 +3618,12 @@ const OperationConfig = { value: PublicKey.X509_INPUT_FORMAT } ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^-+BEGIN CERTIFICATE-+\\r?\\n[\\da-z+/\\n\\r]+-+END CERTIFICATE-+\\r?\\n?$", + flags: "i", + args: ["PEM"] + }, ] }, "PEM to Hex": { @@ -3896,12 +3896,12 @@ const OperationConfig = { value: MorseCode.WORD_DELIM_OPTIONS } ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "(?:^[-. \\n]{5,}$|^[_. \\n]{5,}$|^(?:dash|dot| |\\n){5,}$)", + flags: "i", + args: ["Space", "Line feed"] + }, ] }, "Tar": { @@ -3922,14 +3922,13 @@ const OperationConfig = { description: "Unpacks a tarball and displays it per file.", inputType: "byteArray", outputType: "html", - args: [ - ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + args: [], + patterns: [ + { + match: "^.{257}\\x75\\x73\\x74\\x61\\x72", + flags: "", + args: [] + }, ] }, "Head": { @@ -4072,12 +4071,12 @@ const OperationConfig = { value: Image.INPUT_FORMAT } ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^(?:\\xff\\xd8\\xff|\\x89\\x50\\x4e\\x47|\\x47\\x49\\x46|.{8}\\x57\\x45\\x42\\x50|\\x42\\x4d)", + flags: "", + args: ["Raw"] + }, ] }, "Remove EXIF": { @@ -4160,12 +4159,12 @@ const OperationConfig = { value: BCD.FORMAT } ], - patterns: [ // TODO - //{ - // match: "^$", - // flags: "", - // args: [] - //}, + patterns: [ + { + match: "^(?:\\d{4} ){3,}\\d{4}$", + flags: "", + args: ["8 4 2 1", true, false, "Nibbles"] + }, ] }, "To BCD": { diff --git a/src/core/operations/PublicKey.js b/src/core/operations/PublicKey.js index 66b177a5..9dec6f78 100755 --- a/src/core/operations/PublicKey.js +++ b/src/core/operations/PublicKey.js @@ -60,7 +60,7 @@ const PublicKey = { pkStr = "", sig = cert.getSignatureValueHex(), sigStr = "", - extensions = cert.getInfo().split("X509v3 Extensions:\n")[1].split("signature")[0]; + extensions = ""; // Public Key fields pkFields.push({ @@ -142,6 +142,10 @@ const PublicKey = { sigStr = " Signature: " + PublicKey._formatByteStr(sig, 16, 18); } + // Extensions + try { + extensions = cert.getInfo().split("X509v3 Extensions:\n")[1].split("signature")[0]; + } catch (err) {} let issuerStr = PublicKey._formatDnStr(issuer, 2), nbDate = PublicKey._formatDate(cert.getNotBefore()), From 28abd00d821a6b5d39c25ea869210b418431343a Mon Sep 17 00:00:00 2001 From: n1474335 Date: Mon, 22 Jan 2018 22:06:26 +0000 Subject: [PATCH 06/19] Added speculative execution of recipes to determine the most likely decodings. --- src/core/FlowControl.js | 15 ++++---- src/core/config/OperationConfig.js | 8 ++++- src/core/lib/Magic.js | 56 ++++++++++++++++++++++++++++++ 3 files changed, 71 insertions(+), 8 deletions(-) diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index bf98ec5d..bcad2377 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -171,7 +171,7 @@ const FlowControl = { * @returns {Object} The updated state of the recipe. */ runJump: function(state) { - const ings = state.opList[state.progress].getIngValues(), + const ings = state.opList[state.progress].getIngValues(), label = ings[0], maxJumps = ings[1], jmpIndex = FlowControl._getLabelIndex(label, state); @@ -199,7 +199,7 @@ const FlowControl = { * @returns {Object} The updated state of the recipe. */ runCondJump: function(state) { - const ings = state.opList[state.progress].getIngValues(), + const ings = state.opList[state.progress].getIngValues(), dish = state.dish, regexStr = ings[0], invert = ings[1], @@ -263,13 +263,14 @@ const FlowControl = { * @param {Operation[]} state.opList - The list of operations in the recipe. * @returns {Object} The updated state of the recipe. */ - runMagic: function(state) { - const dish = state.dish, + runMagic: async function(state) { + const ings = state.opList[state.progress].getIngValues(), + depth = ings[0], + dish = state.dish, magic = new Magic(dish.get(Dish.ARRAY_BUFFER)); - const output = JSON.stringify(magic.findMatchingOps(), null, 2) + "\n\n" + - JSON.stringify(magic.detectFileType(), null, 2) + "\n\n" + - JSON.stringify(magic.detectLanguage(), null, 2); + const specExec = await magic.speculativeExecution(depth+1); + const output = JSON.stringify(specExec, null, 2); dish.set(output, Dish.STRING); return state; diff --git a/src/core/config/OperationConfig.js b/src/core/config/OperationConfig.js index 58330c30..a20ad15e 100755 --- a/src/core/config/OperationConfig.js +++ b/src/core/config/OperationConfig.js @@ -87,7 +87,13 @@ const OperationConfig = { inputType: "ArrayBuffer", outputType: "string", flowControl: true, - args: [] + args: [ + { + name: "Depth", + type: "number", + value: 3 + } + ] }, "Fork": { module: "Default", diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index f5b6d760..38548777 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -1,5 +1,7 @@ import OperationConfig from "../config/MetaConfig.js"; import Utils from "../Utils.js"; +import Recipe from "../Recipe.js"; +import Dish from "../Dish.js"; import FileType from "../operations/FileType.js"; @@ -90,6 +92,60 @@ class Magic { return FileType.magicType(this.inputBuffer); } + + /** + * Speculatively executes matching operations, recording metadata of each result. + * + * @param {number} [depth=1] - How many levels to try to execute + * @param {Object[]} [recipeConfig=[]] - The recipe configuration up to this point + * @returns {Object[]} A sorted list of the recipes most likely to result in correct decoding + */ + async speculativeExecution(depth = 1, recipeConfig = []) { + if (depth === 0) return []; + + let results = []; + + // Record the properties of the current data + results.push({ + recipe: recipeConfig, + data: this.inputStr.slice(0, 100), + languageScores: this.detectLanguage(), + fileType: this.detectFileType(), + }); + + // Find any operations that can be run on this data + const matchingOps = this.findMatchingOps(); + + // Execute each of those operations, then recursively call the speculativeExecution() method + // on the resulting data, recording the properties of each option. + await Promise.all(matchingOps.map(async op => { + const dish = new Dish(this.inputBuffer, Dish.ARRAY_BUFFER), + opConfig = { + op: op.op, + args: op.args + }, + recipe = new Recipe([opConfig]); + + await recipe.execute(dish, 0); + const magic = new Magic(dish.get(Dish.ARRAY_BUFFER)), + speculativeResults = await magic.speculativeExecution(depth-1, [...recipeConfig, opConfig]); + results = results.concat(speculativeResults); + })); + + // Return a sorted list of possible recipes along with their properties + return results.sort((a, b) => { + // Each option is sorted based on its most likely language (lower is better) + let aScore = a.languageScores[0].chiSqr, + bScore = b.languageScores[0].chiSqr; + + // If a recipe results in a file being detected, it receives a relatively good score + if (a.fileType) aScore = 500; + if (b.fileType) bScore = 500; + + return aScore - bScore; + }); + } + /** * Calculates the number of times each byte appears in the input * From 6947d2a7f39cc78bcb5afcb9d235177b5a3afb4e Mon Sep 17 00:00:00 2001 From: n1474335 Date: Mon, 22 Jan 2018 23:34:24 +0000 Subject: [PATCH 07/19] Magic operation now displays an ordered table of the most likely decodings. --- src/core/ChefWorker.js | 38 +++--- src/core/FlowControl.js | 44 +++++- src/core/Utils.js | 4 +- src/core/config/OperationConfig.js | 2 +- src/core/lib/Magic.js | 209 ++++++++++++++++++++++++++++- 5 files changed, 266 insertions(+), 31 deletions(-) diff --git a/src/core/ChefWorker.js b/src/core/ChefWorker.js index 9e9f8a30..dc4cfad1 100644 --- a/src/core/ChefWorker.js +++ b/src/core/ChefWorker.js @@ -88,7 +88,7 @@ self.addEventListener("message", function(e) { */ async function bake(data) { // Ensure the relevant modules are loaded - loadRequiredModules(data.recipeConfig); + self.loadRequiredModules(data.recipeConfig); try { const response = await self.chef.bake( @@ -125,24 +125,6 @@ function silentBake(data) { } -/** - * Checks that all required modules are loaded and loads them if not. - * - * @param {Object} recipeConfig - */ -function loadRequiredModules(recipeConfig) { - recipeConfig.forEach(op => { - let module = self.OperationConfig[op.op].module; - - if (!OpModules.hasOwnProperty(module)) { - log.info("Loading module " + module); - self.sendStatusMessage("Loading module " + module); - self.importScripts(self.docURL + "/" + module + ".js"); - } - }); -} - - /** * Calculates highlight offsets if possible. * @@ -162,6 +144,24 @@ function calculateHighlights(recipeConfig, direction, pos) { } +/** + * Checks that all required modules are loaded and loads them if not. + * + * @param {Object} recipeConfig + */ +self.loadRequiredModules = function(recipeConfig) { + recipeConfig.forEach(op => { + let module = self.OperationConfig[op.op].module; + + if (!OpModules.hasOwnProperty(module)) { + log.info("Loading module " + module); + self.sendStatusMessage("Loading module " + module); + self.importScripts(self.docURL + "/" + module + ".js"); + } + }); +}; + + /** * Send status update to the app. * diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index bcad2377..ee3599c0 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -1,6 +1,7 @@ import Recipe from "./Recipe.js"; import Dish from "./Dish.js"; import Magic from "./lib/Magic.js"; +import Utils from "./Utils.js"; /** @@ -267,12 +268,47 @@ const FlowControl = { const ings = state.opList[state.progress].getIngValues(), depth = ings[0], dish = state.dish, - magic = new Magic(dish.get(Dish.ARRAY_BUFFER)); + currentRecipeConfig = state.opList.map(op => op.getConfig()), + magic = new Magic(dish.get(Dish.ARRAY_BUFFER)), + options = await magic.speculativeExecution(depth); - const specExec = await magic.speculativeExecution(depth+1); - const output = JSON.stringify(specExec, null, 2); + let output = ` + + + + + + `; - dish.set(output, Dish.STRING); + options.forEach(option => { + // Construct recipe URL + // Replace this Magic op with the generated recipe + const recipeConfig = currentRecipeConfig.slice(0, state.progress) + .concat(option.recipe) + .concat(currentRecipeConfig.slice(state.progress + 1)), + recipeURL = "recipe=" + Utils.encodeURIFragment(Utils.generatePrettyRecipe(recipeConfig)); + + const language = option.languageScores[0]; + let fileType = "Unknown"; + + if (option.fileType) { + fileType = `Extension: ${option.fileType.ext}\nMime type: ${option.fileType.mime}`; + if (option.fileType.desc) + fileType += `\nDescription: ${option.fileType.desc}`; + } + + output += ` + + + + + `; + }); + + output += "
Recipe (click to load)Data snippetMost likely language\n(lower scores are better)File type
${Utils.generatePrettyRecipe(option.recipe, true)}${Utils.escapeHtml(Utils.printable(option.data))}${Magic.codeToLanguage(language.lang)}\nScore: ${language.chiSqr.toFixed()}${fileType}
"; + dish.set(output, Dish.HTML); return state; }, diff --git a/src/core/Utils.js b/src/core/Utils.js index 877f1f82..922d426c 100755 --- a/src/core/Utils.js +++ b/src/core/Utils.js @@ -908,10 +908,10 @@ const Utils = { * for users. * * @param {Object[]} recipeConfig - * @param {boolean} newline - whether to add a newline after each operation + * @param {boolean} [newline=false] - whether to add a newline after each operation * @returns {string} */ - generatePrettyRecipe: function(recipeConfig, newline) { + generatePrettyRecipe: function(recipeConfig, newline = false) { let prettyConfig = "", name = "", args = "", diff --git a/src/core/config/OperationConfig.js b/src/core/config/OperationConfig.js index a20ad15e..07b7ac4b 100755 --- a/src/core/config/OperationConfig.js +++ b/src/core/config/OperationConfig.js @@ -85,7 +85,7 @@ const OperationConfig = { module: "Default", description: "Attempts to detect what the input data is and which operations could help to make more sense of it.", inputType: "ArrayBuffer", - outputType: "string", + outputType: "html", flowControl: true, args: [ { diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index 38548777..09025a63 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -96,12 +96,12 @@ class Magic { /** * Speculatively executes matching operations, recording metadata of each result. * - * @param {number} [depth=1] - How many levels to try to execute + * @param {number} [depth=0] - How many levels to try to execute * @param {Object[]} [recipeConfig=[]] - The recipe configuration up to this point * @returns {Object[]} A sorted list of the recipes most likely to result in correct decoding */ - async speculativeExecution(depth = 1, recipeConfig = []) { - if (depth === 0) return []; + async speculativeExecution(depth = 0, recipeConfig = []) { + if (depth < 0) return []; let results = []; @@ -123,12 +123,16 @@ class Magic { opConfig = { op: op.op, args: op.args - }, - recipe = new Recipe([opConfig]); + }; + if (ENVIRONMENT_IS_WORKER()) self.loadRequiredModules([opConfig]); + + const recipe = new Recipe([opConfig]); await recipe.execute(dish, 0); + const magic = new Magic(dish.get(Dish.ARRAY_BUFFER)), speculativeResults = await magic.speculativeExecution(depth-1, [...recipeConfig, opConfig]); + results = results.concat(speculativeResults); })); @@ -215,6 +219,201 @@ class Magic { return res; } + /** + * Translates an ISO 639-1 code to a full language name. + * + * @param {string} code - The two letter ISO 639-1 code + * @returns {string} The full name of the languge + */ + static codeToLanguage(code) { + return { + "aa": "Afar", + "ab": "Abkhazian", + "ae": "Avestan", + "af": "Afrikaans", + "ak": "Akan", + "am": "Amharic", + "an": "Aragonese", + "ar": "Arabic", + "as": "Assamese", + "av": "Avaric", + "ay": "Aymara", + "az": "Azerbaijani", + "ba": "Bashkir", + "be": "Belarusian", + "bg": "Bulgarian", + "bh": "Bihari languages", + "bi": "Bislama", + "bm": "Bambara", + "bn": "Bengali", + "bo": "Tibetan", + "br": "Breton", + "bs": "Bosnian", + "ca": "Catalan; Valencian", + "ce": "Chechen", + "ch": "Chamorro", + "co": "Corsican", + "cr": "Cree", + "cs": "Czech", + "cu": "Church Slavic; Old Slavonic; Church Slavonic; Old Bulgarian; Old Church Slavonic", + "cv": "Chuvash", + "cy": "Welsh", + "da": "Danish", + "de": "German", + "dv": "Divehi; Dhivehi; Maldivian", + "dz": "Dzongkha", + "ee": "Ewe", + "el": "Greek, Modern (1453-)", + "en": "English", + "eo": "Esperanto", + "es": "Spanish; Castilian", + "et": "Estonian", + "eu": "Basque", + "fa": "Persian", + "ff": "Fulah", + "fi": "Finnish", + "fj": "Fijian", + "fo": "Faroese", + "fr": "French", + "fy": "Western Frisian", + "ga": "Irish", + "gd": "Gaelic; Scottish Gaelic", + "gl": "Galician", + "gn": "Guarani", + "gu": "Gujarati", + "gv": "Manx", + "ha": "Hausa", + "he": "Hebrew", + "hi": "Hindi", + "ho": "Hiri Motu", + "hr": "Croatian", + "ht": "Haitian; Haitian Creole", + "hu": "Hungarian", + "hy": "Armenian", + "hz": "Herero", + "ia": "Interlingua (International Auxiliary Language Association)", + "id": "Indonesian", + "ie": "Interlingue; Occidental", + "ig": "Igbo", + "ii": "Sichuan Yi; Nuosu", + "ik": "Inupiaq", + "io": "Ido", + "is": "Icelandic", + "it": "Italian", + "iu": "Inuktitut", + "ja": "Japanese", + "jv": "Javanese", + "ka": "Georgian", + "kg": "Kongo", + "ki": "Kikuyu; Gikuyu", + "kj": "Kuanyama; Kwanyama", + "kk": "Kazakh", + "kl": "Kalaallisut; Greenlandic", + "km": "Central Khmer", + "kn": "Kannada", + "ko": "Korean", + "kr": "Kanuri", + "ks": "Kashmiri", + "ku": "Kurdish", + "kv": "Komi", + "kw": "Cornish", + "ky": "Kirghiz; Kyrgyz", + "la": "Latin", + "lb": "Luxembourgish; Letzeburgesch", + "lg": "Ganda", + "li": "Limburgan; Limburger; Limburgish", + "ln": "Lingala", + "lo": "Lao", + "lt": "Lithuanian", + "lu": "Luba-Katanga", + "lv": "Latvian", + "mg": "Malagasy", + "mh": "Marshallese", + "mi": "Maori", + "mk": "Macedonian", + "ml": "Malayalam", + "mn": "Mongolian", + "mr": "Marathi", + "ms": "Malay", + "mt": "Maltese", + "my": "Burmese", + "na": "Nauru", + "nb": "Bokmål, Norwegian; Norwegian Bokmål", + "nd": "Ndebele, North; North Ndebele", + "ne": "Nepali", + "ng": "Ndonga", + "nl": "Dutch; Flemish", + "nn": "Norwegian Nynorsk; Nynorsk, Norwegian", + "no": "Norwegian", + "nr": "Ndebele, South; South Ndebele", + "nv": "Navajo; Navaho", + "ny": "Chichewa; Chewa; Nyanja", + "oc": "Occitan (post 1500)", + "oj": "Ojibwa", + "om": "Oromo", + "or": "Oriya", + "os": "Ossetian; Ossetic", + "pa": "Panjabi; Punjabi", + "pi": "Pali", + "pl": "Polish", + "ps": "Pushto; Pashto", + "pt": "Portuguese", + "qu": "Quechua", + "rm": "Romansh", + "rn": "Rundi", + "ro": "Romanian; Moldavian; Moldovan", + "ru": "Russian", + "rw": "Kinyarwanda", + "sa": "Sanskrit", + "sc": "Sardinian", + "sd": "Sindhi", + "se": "Northern Sami", + "sg": "Sango", + "si": "Sinhala; Sinhalese", + "sk": "Slovak", + "sl": "Slovenian", + "sm": "Samoan", + "sn": "Shona", + "so": "Somali", + "sq": "Albanian", + "sr": "Serbian", + "ss": "Swati", + "st": "Sotho, Southern", + "su": "Sundanese", + "sv": "Swedish", + "sw": "Swahili", + "ta": "Tamil", + "te": "Telugu", + "tg": "Tajik", + "th": "Thai", + "ti": "Tigrinya", + "tk": "Turkmen", + "tl": "Tagalog", + "tn": "Tswana", + "to": "Tonga (Tonga Islands)", + "tr": "Turkish", + "ts": "Tsonga", + "tt": "Tatar", + "tw": "Twi", + "ty": "Tahitian", + "ug": "Uighur; Uyghur", + "uk": "Ukrainian", + "ur": "Urdu", + "uz": "Uzbek", + "ve": "Venda", + "vi": "Vietnamese", + "vo": "Volapük", + "wa": "Walloon", + "wo": "Wolof", + "xh": "Xhosa", + "yi": "Yiddish", + "yo": "Yoruba", + "za": "Zhuang; Chuang", + "zh": "Chinese", + "zu": "Zulu" + }[code]; + } + } /** From 865ee6a720201e4b2458a6e89d4cab415078d644 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Tue, 23 Jan 2018 01:15:13 +0000 Subject: [PATCH 08/19] Magic operation tidying --- src/core/FlowControl.js | 2 +- src/core/lib/Magic.js | 26 +++++++------------------- 2 files changed, 8 insertions(+), 20 deletions(-) diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index ee3599c0..b9eff7f0 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -301,7 +301,7 @@ const FlowControl = { output += ` ${Utils.generatePrettyRecipe(option.recipe, true)} - ${Utils.escapeHtml(Utils.printable(option.data))} + ${Utils.escapeHtml(Utils.printable(Utils.truncate(option.data, 99)))} ${Magic.codeToLanguage(language.lang)}\nScore: ${language.chiSqr.toFixed()} ${fileType} `; diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index 09025a63..2e29cd0b 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -6,13 +6,12 @@ import FileType from "../operations/FileType.js"; /** - * A class for detecting encodings, file types and byte frequencies. + * A class for detecting encodings, file types and byte frequencies and + * speculatively executing recipes. * * @author n1474335 [n1474335@gmail.com] * @copyright Crown Copyright 2018 * @license Apache-2.0 - * - * @class */ class Magic { @@ -25,15 +24,6 @@ class Magic { this.inputBuffer = new Uint8Array(buf); this.inputStr = Utils.arrayBufferToStr(buf); this.opPatterns = Magic._generateOpPatterns(); - - // Match against known encodings - // findMatchingOps - // Match against known file types - // detectFileType - // Match against byte frequencies - // detectLanguage - // Report info to user - // Offer to run various recipes based on findings } /** @@ -46,8 +36,9 @@ class Magic { let matches = []; for (let i = 0; i < this.opPatterns.length; i++) { - let pattern = this.opPatterns[i]; - const regex = new RegExp(pattern.match, pattern.flags); + const pattern = this.opPatterns[i], + regex = new RegExp(pattern.match, pattern.flags); + if (regex.test(this.inputStr)) { matches.push(pattern); } @@ -73,6 +64,7 @@ class Magic { }); } + // Sort results so that the most likely match is at the top chiSqrs.sort((a, b) => { return a.chiSqr - b.chiSqr; }); @@ -98,7 +90,7 @@ class Magic { * * @param {number} [depth=0] - How many levels to try to execute * @param {Object[]} [recipeConfig=[]] - The recipe configuration up to this point - * @returns {Object[]} A sorted list of the recipes most likely to result in correct decoding + * @returns {Object[]} - A sorted list of the recipes most likely to result in correct decoding */ async speculativeExecution(depth = 0, recipeConfig = []) { if (depth < 0) return []; @@ -176,7 +168,6 @@ class Magic { * Generates a list of all patterns that operations claim to be able to decode. * * @private - * @static * @returns {Object[]} */ static _generateOpPatterns() { @@ -203,7 +194,6 @@ class Magic { * https://en.wikipedia.org/wiki/Pearson%27s_chi-squared_test * * @private - * @static * @param {number[]} observed * @param {number[]} expected * @returns {number} @@ -420,8 +410,6 @@ class Magic { * Byte frequencies of various languages generated from Wikipedia dumps taken in late 2017. * The Chi-Squared test cannot accept expected values of 0, so 0.0001 has been used to account * for bytes that do not normally appear in the language. - * - * @constant */ const LANG_FREQS = { "ar": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.65, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 9.194, 0.002, 0.102, 0.0001, 0.0001, 0.007, 0.001, 0.002, 0.109, 0.108, 0.002, 0.001, 0.03, 0.046, 0.42, 0.018, 0.182, 0.202, 0.135, 0.063, 0.065, 0.061, 0.055, 0.053, 0.062, 0.113, 0.054, 0.001, 0.002, 0.003, 0.002, 0.0001, 0.0001, 0.01, 0.006, 0.009, 0.007, 0.005, 0.004, 0.004, 0.004, 0.005, 0.002, 0.002, 0.005, 0.007, 0.005, 0.004, 0.007, 0.001, 0.005, 0.009, 0.006, 0.002, 0.002, 0.002, 0.001, 0.001, 0.001, 0.007, 0.001, 0.007, 0.0001, 0.004, 0.0001, 0.052, 0.008, 0.019, 0.018, 0.055, 0.008, 0.011, 0.016, 0.045, 0.001, 0.006, 0.028, 0.016, 0.037, 0.04, 0.012, 0.001, 0.038, 0.03, 0.035, 0.02, 0.006, 0.006, 0.002, 0.009, 0.002, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.055, 1.131, 0.874, 0.939, 4.804, 2.787, 2.235, 1.018, 2.407, 0.349, 3.542, 0.092, 0.4, 0.007, 0.051, 0.053, 0.022, 0.061, 0.01, 0.008, 0.001, 0.001, 0.0001, 0.001, 0.001, 0.001, 0.0001, 0.008, 0.001, 0.001, 0.0001, 0.002, 0.013, 0.133, 0.049, 0.782, 0.037, 0.335, 0.157, 6.208, 1.599, 1.486, 1.889, 0.276, 0.607, 0.762, 0.341, 1.38, 0.239, 2.041, 0.293, 1.149, 0.411, 0.383, 0.246, 0.406, 0.094, 1.401, 0.223, 0.006, 0.001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.027, 0.003, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.003, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 23.298, 20.414, 0.003, 0.004, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.019, 0.001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], From 6624f25a64436584e597096094e7846dbc080679 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Sat, 10 Feb 2018 15:10:53 +0000 Subject: [PATCH 09/19] Magic operation now detects UTF8 and gives a probability score for each language --- .eslintignore | 2 +- package-lock.json | 13 +++++ package.json | 1 + src/core/FlowControl.js | 22 ++++---- src/core/lib/Magic.js | 117 +++++++++++++++++++++++++++++++++++----- 5 files changed, 131 insertions(+), 24 deletions(-) diff --git a/.eslintignore b/.eslintignore index 36c33a59..1e9dfc58 100644 --- a/.eslintignore +++ b/.eslintignore @@ -1,3 +1,3 @@ src/core/lib/** !src/core/lib/Magic.js -src/core/config/MetaConfig.js \ No newline at end of file +src/core/config/MetaConfig.js diff --git a/package-lock.json b/package-lock.json index 4bcf071c..a008ca2b 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1404,6 +1404,14 @@ "supports-color": "2.0.0" } }, + "chi-squared": { + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/chi-squared/-/chi-squared-1.1.0.tgz", + "integrity": "sha1-iShlz/qOCnIPkhv8nGNcGawqNG0=", + "requires": { + "gamma": "1.0.0" + } + }, "chokidar": { "version": "1.7.0", "resolved": "https://registry.npmjs.org/chokidar/-/chokidar-1.7.0.tgz", @@ -4255,6 +4263,11 @@ "integrity": "sha1-GwqzvVU7Kg1jmdKcDj6gslIHgyc=", "dev": true }, + "gamma": { + "version": "1.0.0", + "resolved": "https://registry.npmjs.org/gamma/-/gamma-1.0.0.tgz", + "integrity": "sha1-mDwck5/iPZMnAVhXEeHZpDDLdMs=" + }, "get-caller-file": { "version": "1.0.2", "resolved": "https://registry.npmjs.org/get-caller-file/-/get-caller-file-1.0.2.tgz", diff --git a/package.json b/package.json index 46450b06..b71ff92d 100644 --- a/package.json +++ b/package.json @@ -72,6 +72,7 @@ "bootstrap": "^3.3.7", "bootstrap-colorpicker": "^2.5.2", "bootstrap-switch": "^3.3.4", + "chi-squared": "^1.1.0", "crypto-api": "^0.7.5", "crypto-js": "^3.1.9-1", "diff": "^3.4.0", diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index b9eff7f0..059cdebc 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -278,8 +278,7 @@ const FlowControl = { Recipe (click to load) Data snippet - Most likely language\n(lower scores are better) - File type + Properties `; options.forEach(option => { @@ -290,20 +289,25 @@ const FlowControl = { .concat(currentRecipeConfig.slice(state.progress + 1)), recipeURL = "recipe=" + Utils.encodeURIFragment(Utils.generatePrettyRecipe(recipeConfig)); - const language = option.languageScores[0]; - let fileType = "Unknown"; + const bestLanguage = option.languageScores[0]; + let language = "Unknown", + fileType = "Unknown"; + + if (bestLanguage.probability > 0.00005) { + language = Magic.codeToLanguage(bestLanguage.lang) + " " + + (bestLanguage.probability * 100).toFixed(2) + "%"; + } if (option.fileType) { - fileType = `Extension: ${option.fileType.ext}\nMime type: ${option.fileType.mime}`; - if (option.fileType.desc) - fileType += `\nDescription: ${option.fileType.desc}`; + fileType = `${option.fileType.mime} (${option.fileType.ext})`; } output += ` ${Utils.generatePrettyRecipe(option.recipe, true)} ${Utils.escapeHtml(Utils.printable(Utils.truncate(option.data, 99)))} - ${Magic.codeToLanguage(language.lang)}\nScore: ${language.chiSqr.toFixed()} - ${fileType} + Language: ${language} +File type: ${fileType} +Valid UTF8: ${option.isUTF8} `; }); diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index 2e29cd0b..b93ad2ec 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -3,6 +3,7 @@ import Utils from "../Utils.js"; import Recipe from "../Recipe.js"; import Dish from "../Dish.js"; import FileType from "../operations/FileType.js"; +import chiSquared from "chi-squared"; /** @@ -19,11 +20,12 @@ class Magic { * Magic constructor. * * @param {ArrayBuffer} buf + * @param {Object[]} [opPatterns] */ - constructor(buf) { + constructor(buf, opPatterns) { this.inputBuffer = new Uint8Array(buf); this.inputStr = Utils.arrayBufferToStr(buf); - this.opPatterns = Magic._generateOpPatterns(); + this.opPatterns = opPatterns || Magic._generateOpPatterns(); } /** @@ -58,15 +60,17 @@ class Magic { let chiSqrs = []; for (let lang in LANG_FREQS) { + let [score, prob] = Magic._chiSqr(inputFreq, LANG_FREQS[lang]); chiSqrs.push({ lang: lang, - chiSqr: Magic._chiSqr(inputFreq, LANG_FREQS[lang]) + score: score, + probability: prob }); } // Sort results so that the most likely match is at the top chiSqrs.sort((a, b) => { - return a.chiSqr - b.chiSqr; + return a.score - b.score; }); return chiSqrs; @@ -84,6 +88,81 @@ class Magic { return FileType.magicType(this.inputBuffer); } + /** + * Detects whether the input buffer is valid UTF8. + * + * @returns {boolean} + */ + isUTF8() { + const bytes = new Uint8Array(this.inputBuffer); + let i = 0; + while (i < bytes.length) { + if (( // ASCII + bytes[i] === 0x09 || + bytes[i] === 0x0A || + bytes[i] === 0x0D || + (0x20 <= bytes[i] && bytes[i] <= 0x7E) + )) { + i += 1; + continue; + } + + if (( // non-overlong 2-byte + (0xC2 <= bytes[i] && bytes[i] <= 0xDF) && + (0x80 <= bytes[i+1] && bytes[i+1] <= 0xBF) + )) { + i += 2; + continue; + } + + if (( // excluding overlongs + bytes[i] === 0xE0 && + (0xA0 <= bytes[i + 1] && bytes[i + 1] <= 0xBF) && + (0x80 <= bytes[i + 2] && bytes[i + 2] <= 0xBF) + ) || + ( // straight 3-byte + ((0xE1 <= bytes[i] && bytes[i] <= 0xEC) || + bytes[i] === 0xEE || + bytes[i] === 0xEF) && + (0x80 <= bytes[i + 1] && bytes[i+1] <= 0xBF) && + (0x80 <= bytes[i+2] && bytes[i+2] <= 0xBF) + ) || + ( // excluding surrogates + bytes[i] === 0xED && + (0x80 <= bytes[i+1] && bytes[i+1] <= 0x9F) && + (0x80 <= bytes[i+2] && bytes[i+2] <= 0xBF) + )) { + i += 3; + continue; + } + + if (( // planes 1-3 + bytes[i] === 0xF0 && + (0x90 <= bytes[i + 1] && bytes[i + 1] <= 0xBF) && + (0x80 <= bytes[i + 2] && bytes[i + 2] <= 0xBF) && + (0x80 <= bytes[i + 3] && bytes[i + 3] <= 0xBF) + ) || + ( // planes 4-15 + (0xF1 <= bytes[i] && bytes[i] <= 0xF3) && + (0x80 <= bytes[i + 1] && bytes[i + 1] <= 0xBF) && + (0x80 <= bytes[i + 2] && bytes[i + 2] <= 0xBF) && + (0x80 <= bytes[i + 3] && bytes[i + 3] <= 0xBF) + ) || + ( // plane 16 + bytes[i] === 0xF4 && + (0x80 <= bytes[i + 1] && bytes[i + 1] <= 0x8F) && + (0x80 <= bytes[i + 2] && bytes[i + 2] <= 0xBF) && + (0x80 <= bytes[i + 3] && bytes[i + 3] <= 0xBF) + )) { + i += 4; + continue; + } + + return false; + } + + return true; + } /** * Speculatively executes matching operations, recording metadata of each result. @@ -103,6 +182,7 @@ class Magic { data: this.inputStr.slice(0, 100), languageScores: this.detectLanguage(), fileType: this.detectFileType(), + isUTF8: this.isUTF8() }); // Find any operations that can be run on this data @@ -122,7 +202,7 @@ class Magic { const recipe = new Recipe([opConfig]); await recipe.execute(dish, 0); - const magic = new Magic(dish.get(Dish.ARRAY_BUFFER)), + const magic = new Magic(dish.get(Dish.ARRAY_BUFFER), this.opPatterns), speculativeResults = await magic.speculativeExecution(depth-1, [...recipeConfig, opConfig]); results = results.concat(speculativeResults); @@ -131,13 +211,17 @@ class Magic { // Return a sorted list of possible recipes along with their properties return results.sort((a, b) => { // Each option is sorted based on its most likely language (lower is better) - let aScore = a.languageScores[0].chiSqr, - bScore = b.languageScores[0].chiSqr; + let aScore = a.languageScores[0].score, + bScore = b.languageScores[0].score; // If a recipe results in a file being detected, it receives a relatively good score if (a.fileType) aScore = 500; if (b.fileType) bScore = 500; + // If the result is valid UTF8, its score gets boosted (lower being better) + if (a.isUTF8) aScore -= 100; + if (b.isUTF8) bScore -= 100; + return aScore - bScore; }); } @@ -194,19 +278,24 @@ class Magic { * https://en.wikipedia.org/wiki/Pearson%27s_chi-squared_test * * @private - * @param {number[]} observed - * @param {number[]} expected - * @returns {number} + * @param {number[]} observed + * @param {number[]} expected + * @param {number} ddof - Delta degrees of freedom + * @returns {number[]} - The score and the probability */ - static _chiSqr(observed, expected) { + static _chiSqr(observed, expected, ddof=0) { let tmp, - res = 0; + score = 0; for (let i = 0; i < observed.length; i++) { tmp = observed[i] - expected[i]; - res += tmp * tmp / expected[i]; + score += tmp * tmp / expected[i]; } - return res; + + return [ + score, + 1 - chiSquared.cdf(score, observed.length - 1 - ddof) + ]; } /** From 23bdfd04a271a9ad19338d3c91485952f18cc3f0 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Sat, 10 Feb 2018 15:31:50 +0000 Subject: [PATCH 10/19] Magic operation now shows matching ops even if they are not run. --- src/core/FlowControl.js | 23 +++++++++++++---------- src/core/lib/Magic.js | 9 +++++---- 2 files changed, 18 insertions(+), 14 deletions(-) diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index 059cdebc..cc8b68c9 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -277,7 +277,7 @@ const FlowControl = { style='table-layout: fixed;'> Recipe (click to load) - Data snippet + Result snippet Properties `; @@ -290,24 +290,27 @@ const FlowControl = { recipeURL = "recipe=" + Utils.encodeURIFragment(Utils.generatePrettyRecipe(recipeConfig)); const bestLanguage = option.languageScores[0]; - let language = "Unknown", - fileType = "Unknown"; + let language = "", + fileType = "", + matchingOps = "", + validUTF8 = option.isUTF8 ? "Valid UTF8\n" : ""; - if (bestLanguage.probability > 0.00005) { - language = Magic.codeToLanguage(bestLanguage.lang) + " " + - (bestLanguage.probability * 100).toFixed(2) + "%"; + if (bestLanguage.probability > 0.00001) { + language = `Language: ${Magic.codeToLanguage(bestLanguage.lang)} ${(bestLanguage.probability * 100).toFixed(2)}%\n`; } if (option.fileType) { - fileType = `${option.fileType.mime} (${option.fileType.ext})`; + fileType = `File type: ${option.fileType.mime} (${option.fileType.ext})\n`; + } + + if (option.matchingOps.length) { + matchingOps = `Matching ops: ${[...new Set(option.matchingOps.map(op => op.op))].join(", ")}\n`; } output += ` ${Utils.generatePrettyRecipe(option.recipe, true)} ${Utils.escapeHtml(Utils.printable(Utils.truncate(option.data, 99)))} - Language: ${language} -File type: ${fileType} -Valid UTF8: ${option.isUTF8} + ${language}${fileType}${matchingOps}${validUTF8} `; }); diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index b93ad2ec..96969d2e 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -174,6 +174,9 @@ class Magic { async speculativeExecution(depth = 0, recipeConfig = []) { if (depth < 0) return []; + // Find any operations that can be run on this data + const matchingOps = this.findMatchingOps(); + let results = []; // Record the properties of the current data @@ -182,12 +185,10 @@ class Magic { data: this.inputStr.slice(0, 100), languageScores: this.detectLanguage(), fileType: this.detectFileType(), - isUTF8: this.isUTF8() + isUTF8: this.isUTF8(), + matchingOps: matchingOps }); - // Find any operations that can be run on this data - const matchingOps = this.findMatchingOps(); - // Execute each of those operations, then recursively call the speculativeExecution() method // on the resulting data, recording the properties of each option. await Promise.all(matchingOps.map(async op => { From 2bc563b6936b737e982acc7eddcf71abc1f6ab9a Mon Sep 17 00:00:00 2001 From: n1474335 Date: Sat, 10 Feb 2018 17:53:59 +0000 Subject: [PATCH 11/19] Added support for 238 languages to the Magic operation. --- src/core/FlowControl.js | 9 +- src/core/lib/Magic.js | 792 ++++++++++++++++++++++++++++++---------- 2 files changed, 597 insertions(+), 204 deletions(-) diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index cc8b68c9..e066094c 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -289,14 +289,17 @@ const FlowControl = { .concat(currentRecipeConfig.slice(state.progress + 1)), recipeURL = "recipe=" + Utils.encodeURIFragment(Utils.generatePrettyRecipe(recipeConfig)); - const bestLanguage = option.languageScores[0]; let language = "", fileType = "", matchingOps = "", validUTF8 = option.isUTF8 ? "Valid UTF8\n" : ""; - if (bestLanguage.probability > 0.00001) { - language = `Language: ${Magic.codeToLanguage(bestLanguage.lang)} ${(bestLanguage.probability * 100).toFixed(2)}%\n`; + if (option.languageScores[0].probability > 0.00001) { + let likelyLangs = option.languageScores.filter(l => l.probability > 0.2); + if (likelyLangs.length < 1) likelyLangs = [option.languageScores[0]]; + language = "Language:\n " + likelyLangs.map(lang => { + return `${Magic.codeToLanguage(lang.lang)} ${(lang.probability * 100).toFixed(2)}%`; + }).join("\n ") + "\n"; } if (option.fileType) { diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index 96969d2e..794998a9 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -300,220 +300,610 @@ class Magic { } /** - * Translates an ISO 639-1 code to a full language name. + * Translates ISO 639(-ish) codes to their full language names as used by Wikipedia + * Accurate up to 2018-02 + * Taken from http://wikistats.wmflabs.org/display.php?t=wp * - * @param {string} code - The two letter ISO 639-1 code + * @param {string} code - ISO 639 code * @returns {string} The full name of the languge */ static codeToLanguage(code) { return { - "aa": "Afar", - "ab": "Abkhazian", - "ae": "Avestan", - "af": "Afrikaans", - "ak": "Akan", - "am": "Amharic", - "an": "Aragonese", - "ar": "Arabic", - "as": "Assamese", - "av": "Avaric", - "ay": "Aymara", - "az": "Azerbaijani", - "ba": "Bashkir", - "be": "Belarusian", - "bg": "Bulgarian", - "bh": "Bihari languages", - "bi": "Bislama", - "bm": "Bambara", - "bn": "Bengali", - "bo": "Tibetan", - "br": "Breton", - "bs": "Bosnian", - "ca": "Catalan; Valencian", - "ce": "Chechen", - "ch": "Chamorro", - "co": "Corsican", - "cr": "Cree", - "cs": "Czech", - "cu": "Church Slavic; Old Slavonic; Church Slavonic; Old Bulgarian; Old Church Slavonic", - "cv": "Chuvash", - "cy": "Welsh", - "da": "Danish", - "de": "German", - "dv": "Divehi; Dhivehi; Maldivian", - "dz": "Dzongkha", - "ee": "Ewe", - "el": "Greek, Modern (1453-)", - "en": "English", - "eo": "Esperanto", - "es": "Spanish; Castilian", - "et": "Estonian", - "eu": "Basque", - "fa": "Persian", - "ff": "Fulah", - "fi": "Finnish", - "fj": "Fijian", - "fo": "Faroese", - "fr": "French", - "fy": "Western Frisian", - "ga": "Irish", - "gd": "Gaelic; Scottish Gaelic", - "gl": "Galician", - "gn": "Guarani", - "gu": "Gujarati", - "gv": "Manx", - "ha": "Hausa", - "he": "Hebrew", - "hi": "Hindi", - "ho": "Hiri Motu", - "hr": "Croatian", - "ht": "Haitian; Haitian Creole", - "hu": "Hungarian", - "hy": "Armenian", - "hz": "Herero", - "ia": "Interlingua (International Auxiliary Language Association)", - "id": "Indonesian", - "ie": "Interlingue; Occidental", - "ig": "Igbo", - "ii": "Sichuan Yi; Nuosu", - "ik": "Inupiaq", - "io": "Ido", - "is": "Icelandic", - "it": "Italian", - "iu": "Inuktitut", - "ja": "Japanese", - "jv": "Javanese", - "ka": "Georgian", - "kg": "Kongo", - "ki": "Kikuyu; Gikuyu", - "kj": "Kuanyama; Kwanyama", - "kk": "Kazakh", - "kl": "Kalaallisut; Greenlandic", - "km": "Central Khmer", - "kn": "Kannada", - "ko": "Korean", - "kr": "Kanuri", - "ks": "Kashmiri", - "ku": "Kurdish", - "kv": "Komi", - "kw": "Cornish", - "ky": "Kirghiz; Kyrgyz", - "la": "Latin", - "lb": "Luxembourgish; Letzeburgesch", - "lg": "Ganda", - "li": "Limburgan; Limburger; Limburgish", - "ln": "Lingala", - "lo": "Lao", - "lt": "Lithuanian", - "lu": "Luba-Katanga", - "lv": "Latvian", - "mg": "Malagasy", - "mh": "Marshallese", - "mi": "Maori", - "mk": "Macedonian", - "ml": "Malayalam", - "mn": "Mongolian", - "mr": "Marathi", - "ms": "Malay", - "mt": "Maltese", - "my": "Burmese", - "na": "Nauru", - "nb": "Bokmål, Norwegian; Norwegian Bokmål", - "nd": "Ndebele, North; North Ndebele", - "ne": "Nepali", - "ng": "Ndonga", - "nl": "Dutch; Flemish", - "nn": "Norwegian Nynorsk; Nynorsk, Norwegian", - "no": "Norwegian", - "nr": "Ndebele, South; South Ndebele", - "nv": "Navajo; Navaho", - "ny": "Chichewa; Chewa; Nyanja", - "oc": "Occitan (post 1500)", - "oj": "Ojibwa", - "om": "Oromo", - "or": "Oriya", - "os": "Ossetian; Ossetic", - "pa": "Panjabi; Punjabi", - "pi": "Pali", - "pl": "Polish", - "ps": "Pushto; Pashto", - "pt": "Portuguese", - "qu": "Quechua", - "rm": "Romansh", - "rn": "Rundi", - "ro": "Romanian; Moldavian; Moldovan", - "ru": "Russian", - "rw": "Kinyarwanda", - "sa": "Sanskrit", - "sc": "Sardinian", - "sd": "Sindhi", - "se": "Northern Sami", - "sg": "Sango", - "si": "Sinhala; Sinhalese", - "sk": "Slovak", - "sl": "Slovenian", - "sm": "Samoan", - "sn": "Shona", - "so": "Somali", - "sq": "Albanian", - "sr": "Serbian", - "ss": "Swati", - "st": "Sotho, Southern", - "su": "Sundanese", - "sv": "Swedish", - "sw": "Swahili", - "ta": "Tamil", - "te": "Telugu", - "tg": "Tajik", - "th": "Thai", - "ti": "Tigrinya", - "tk": "Turkmen", - "tl": "Tagalog", - "tn": "Tswana", - "to": "Tonga (Tonga Islands)", - "tr": "Turkish", - "ts": "Tsonga", - "tt": "Tatar", - "tw": "Twi", - "ty": "Tahitian", - "ug": "Uighur; Uyghur", - "uk": "Ukrainian", - "ur": "Urdu", - "uz": "Uzbek", - "ve": "Venda", - "vi": "Vietnamese", - "vo": "Volapük", - "wa": "Walloon", - "wo": "Wolof", - "xh": "Xhosa", - "yi": "Yiddish", - "yo": "Yoruba", - "za": "Zhuang; Chuang", - "zh": "Chinese", - "zu": "Zulu" + "aa": "Afar", + "ab": "Abkhazian", + "ace": "Acehnese", + "ady": "Adyghe", + "af": "Afrikaans", + "ak": "Akan", + "als": "Alemannic", + "am": "Amharic", + "an": "Aragonese", + "ang": "Anglo-Saxon", + "ar": "Arabic", + "arc": "Aramaic", + "arz": "Egyptian Arabic", + "as": "Assamese", + "ast": "Asturian", + "atj": "Atikamekw", + "av": "Avar", + "ay": "Aymara", + "az": "Azerbaijani", + "azb": "South Azerbaijani", + "ba": "Bashkir", + "bar": "Bavarian", + "bat-smg": "Samogitian", + "bcl": "Central_Bicolano", + "be": "Belarusian", + "be-tarask": "Belarusian (Taraškievica)", + "bg": "Bulgarian", + "bh": "Bihari", + "bi": "Bislama", + "bjn": "Banjar", + "bm": "Bambara", + "bn": "Bengali", + "bo": "Tibetan", + "bpy": "Bishnupriya Manipuri", + "br": "Breton", + "bs": "Bosnian", + "bug": "Buginese", + "bxr": "Buryat (Russia)", + "ca": "Catalan", + "cbk-zam": "Zamboanga Chavacano", + "cdo": "Min Dong", + "ce": "Chechen", + "ceb": "Cebuano", + "ch": "Chamorro", + "cho": "Choctaw", + "chr": "Cherokee", + "chy": "Cheyenne", + "ckb": "Sorani", + "co": "Corsican", + "cr": "Cree", + "crh": "Crimean Tatar", + "cs": "Czech", + "csb": "Kashubian", + "cu": "Old Church Slavonic", + "cv": "Chuvash", + "cy": "Welsh", + "da": "Danish", + "de": "German", + "din": "Dinka", + "diq": "Zazaki", + "dsb": "Lower Sorbian", + "dty": "Doteli", + "dv": "Divehi", + "dz": "Dzongkha", + "ee": "Ewe", + "el": "Greek", + "eml": "Emilian-Romagnol", + "en": "English", + "eo": "Esperanto", + "es": "Spanish", + "et": "Estonian", + "eu": "Basque", + "ext": "Extremaduran", + "fa": "Persian", + "ff": "Fula", + "fi": "Finnish", + "fiu-vro": "Võro", + "fj": "Fijian", + "fo": "Faroese", + "fr": "French", + "frp": "Franco-Provençal/Arpitan", + "frr": "North Frisian", + "fur": "Friulian", + "fy": "West Frisian", + "ga": "Irish", + "gag": "Gagauz", + "gan": "Gan", + "gd": "Scottish Gaelic", + "gl": "Galician", + "glk": "Gilaki", + "gn": "Guarani", + "gom": "Goan Konkani", + "got": "Gothic", + "gu": "Gujarati", + "gv": "Manx", + "ha": "Hausa", + "hak": "Hakka", + "haw": "Hawaiian", + "he": "Hebrew", + "hi": "Hindi", + "hif": "Fiji Hindi", + "ho": "Hiri Motu", + "hr": "Croatian", + "hsb": "Upper Sorbian", + "ht": "Haitian", + "hu": "Hungarian", + "hy": "Armenian", + "hz": "Herero", + "ia": "Interlingua", + "id": "Indonesian", + "ie": "Interlingue", + "ig": "Igbo", + "ii": "Sichuan Yi", + "ik": "Inupiak", + "ilo": "Ilokano", + "io": "Ido", + "is": "Icelandic", + "it": "Italian", + "iu": "Inuktitut", + "ja": "Japanese", + "jam": "Jamaican", + "jbo": "Lojban", + "jv": "Javanese", + "ka": "Georgian", + "kaa": "Karakalpak", + "kab": "Kabyle", + "kbd": "Kabardian Circassian", + "kbp": "Kabiye", + "kg": "Kongo", + "ki": "Kikuyu", + "kj": "Kuanyama", + "kk": "Kazakh", + "kl": "Greenlandic", + "km": "Khmer", + "kn": "Kannada", + "ko": "Korean", + "koi": "Komi-Permyak", + "kr": "Kanuri", + "krc": "Karachay-Balkar", + "ks": "Kashmiri", + "ksh": "Ripuarian", + "ku": "Kurdish", + "kv": "Komi", + "kw": "Cornish", + "ky": "Kirghiz", + "la": "Latin", + "lad": "Ladino", + "lb": "Luxembourgish", + "lbe": "Lak", + "lez": "Lezgian", + "lg": "Luganda", + "li": "Limburgish", + "lij": "Ligurian", + "lmo": "Lombard", + "ln": "Lingala", + "lo": "Lao", + "lrc": "Northern Luri", + "lt": "Lithuanian", + "ltg": "Latgalian", + "lv": "Latvian", + "mai": "Maithili", + "map-bms": "Banyumasan", + "mdf": "Moksha", + "mg": "Malagasy", + "mh": "Marshallese", + "mhr": "Meadow Mari", + "mi": "Maori", + "min": "Minangkabau", + "mk": "Macedonian", + "ml": "Malayalam", + "mn": "Mongolian", + "mo": "Moldovan", + "mr": "Marathi", + "mrj": "Hill Mari", + "ms": "Malay", + "mt": "Maltese", + "mus": "Muscogee", + "mwl": "Mirandese", + "my": "Burmese", + "myv": "Erzya", + "mzn": "Mazandarani", + "na": "Nauruan", + "nah": "Nahuatl", + "nap": "Neapolitan", + "nds": "Low Saxon", + "nds-nl": "Dutch Low Saxon", + "ne": "Nepali", + "new": "Newar / Nepal Bhasa", + "ng": "Ndonga", + "nl": "Dutch", + "nn": "Norwegian (Nynorsk)", + "no": "Norwegian (Bokmål)", + "nov": "Novial", + "nrm": "Norman", + "nso": "Northern Sotho", + "nv": "Navajo", + "ny": "Chichewa", + "oc": "Occitan", + "olo": "Livvi-Karelian", + "om": "Oromo", + "or": "Oriya", + "os": "Ossetian", + "pa": "Punjabi", + "pag": "Pangasinan", + "pam": "Kapampangan", + "pap": "Papiamentu", + "pcd": "Picard", + "pdc": "Pennsylvania German", + "pfl": "Palatinate German", + "pi": "Pali", + "pih": "Norfolk", + "pl": "Polish", + "pms": "Piedmontese", + "pnb": "Western Panjabi", + "pnt": "Pontic", + "ps": "Pashto", + "pt": "Portuguese", + "qu": "Quechua", + "rm": "Romansh", + "rmy": "Romani", + "rn": "Kirundi", + "ro": "Romanian", + "roa-rup": "Aromanian", + "roa-tara": "Tarantino", + "ru": "Russian", + "rue": "Rusyn", + "rw": "Kinyarwanda", + "sa": "Sanskrit", + "sah": "Sakha", + "sc": "Sardinian", + "scn": "Sicilian", + "sco": "Scots", + "sd": "Sindhi", + "se": "Northern Sami", + "sg": "Sango", + "sh": "Serbo-Croatian", + "si": "Sinhalese", + "simple": "Simple English", + "sk": "Slovak", + "sl": "Slovenian", + "sm": "Samoan", + "sn": "Shona", + "so": "Somali", + "sq": "Albanian", + "sr": "Serbian", + "srn": "Sranan", + "ss": "Swati", + "st": "Sesotho", + "stq": "Saterland Frisian", + "su": "Sundanese", + "sv": "Swedish", + "sw": "Swahili", + "szl": "Silesian", + "ta": "Tamil", + "tcy": "Tulu", + "te": "Telugu", + "tet": "Tetum", + "tg": "Tajik", + "th": "Thai", + "ti": "Tigrinya", + "tk": "Turkmen", + "tl": "Tagalog", + "tn": "Tswana", + "to": "Tongan", + "tpi": "Tok Pisin", + "tr": "Turkish", + "ts": "Tsonga", + "tt": "Tatar", + "tum": "Tumbuka", + "tw": "Twi", + "ty": "Tahitian", + "tyv": "Tuvan", + "udm": "Udmurt", + "ug": "Uyghur", + "uk": "Ukrainian", + "ur": "Urdu", + "uz": "Uzbek", + "ve": "Venda", + "vec": "Venetian", + "vep": "Vepsian", + "vi": "Vietnamese", + "vls": "West Flemish", + "vo": "Volapük", + "wa": "Walloon", + "war": "Waray-Waray", + "wo": "Wolof", + "wuu": "Wu", + "xal": "Kalmyk", + "xh": "Xhosa", + "xmf": "Mingrelian", + "yi": "Yiddish", + "yo": "Yoruba", + "za": "Zhuang", + "zea": "Zeelandic", + "zh": "Chinese", + "zh-classical": "Classical Chinese", + "zh-min-nan": "Min Nan", + "zh-yue": "Cantonese", + "zu": "Zulu", }[code]; } } /** - * Byte frequencies of various languages generated from Wikipedia dumps taken in late 2017. - * The Chi-Squared test cannot accept expected values of 0, so 0.0001 has been used to account - * for bytes that do not normally appear in the language. + * Byte frequencies of various languages generated from Wikipedia dumps taken in late 2017 and early 2018. + * The Chi-Squared test cannot accept expected values of 0, so 0.0001 has been used to account for bytes + * that do not normally appear in the language. */ const LANG_FREQS = { - "ar": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.65, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 9.194, 0.002, 0.102, 0.0001, 0.0001, 0.007, 0.001, 0.002, 0.109, 0.108, 0.002, 0.001, 0.03, 0.046, 0.42, 0.018, 0.182, 0.202, 0.135, 0.063, 0.065, 0.061, 0.055, 0.053, 0.062, 0.113, 0.054, 0.001, 0.002, 0.003, 0.002, 0.0001, 0.0001, 0.01, 0.006, 0.009, 0.007, 0.005, 0.004, 0.004, 0.004, 0.005, 0.002, 0.002, 0.005, 0.007, 0.005, 0.004, 0.007, 0.001, 0.005, 0.009, 0.006, 0.002, 0.002, 0.002, 0.001, 0.001, 0.001, 0.007, 0.001, 0.007, 0.0001, 0.004, 0.0001, 0.052, 0.008, 0.019, 0.018, 0.055, 0.008, 0.011, 0.016, 0.045, 0.001, 0.006, 0.028, 0.016, 0.037, 0.04, 0.012, 0.001, 0.038, 0.03, 0.035, 0.02, 0.006, 0.006, 0.002, 0.009, 0.002, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.055, 1.131, 0.874, 0.939, 4.804, 2.787, 2.235, 1.018, 2.407, 0.349, 3.542, 0.092, 0.4, 0.007, 0.051, 0.053, 0.022, 0.061, 0.01, 0.008, 0.001, 0.001, 0.0001, 0.001, 0.001, 0.001, 0.0001, 0.008, 0.001, 0.001, 0.0001, 0.002, 0.013, 0.133, 0.049, 0.782, 0.037, 0.335, 0.157, 6.208, 1.599, 1.486, 1.889, 0.276, 0.607, 0.762, 0.341, 1.38, 0.239, 2.041, 0.293, 1.149, 0.411, 0.383, 0.246, 0.406, 0.094, 1.401, 0.223, 0.006, 0.001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.027, 0.003, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.003, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 23.298, 20.414, 0.003, 0.004, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.019, 0.001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], - "de": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.726, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 13.303, 0.002, 0.278, 0.0001, 0.0001, 0.007, 0.003, 0.005, 0.149, 0.149, 0.015, 0.001, 0.636, 0.237, 0.922, 0.023, 0.305, 0.472, 0.225, 0.115, 0.11, 0.121, 0.108, 0.11, 0.145, 0.271, 0.049, 0.022, 0.002, 0.002, 0.002, 0.001, 0.0001, 0.413, 0.383, 0.144, 0.412, 0.275, 0.258, 0.273, 0.218, 0.18, 0.167, 0.277, 0.201, 0.328, 0.179, 0.111, 0.254, 0.012, 0.219, 0.602, 0.209, 0.1, 0.185, 0.206, 0.005, 0.01, 0.112, 0.002, 0.0001, 0.002, 0.0001, 0.006, 0.0001, 4.417, 1.306, 1.99, 3.615, 12.382, 1.106, 2.0, 2.958, 6.179, 0.082, 0.866, 2.842, 1.869, 7.338, 2.27, 0.606, 0.016, 6.056, 4.424, 4.731, 3.002, 0.609, 0.918, 0.053, 0.169, 0.824, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.147, 0.002, 0.003, 0.001, 0.006, 0.001, 0.001, 0.002, 0.001, 0.001, 0.0001, 0.0001, 0.001, 0.004, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.03, 0.0001, 0.0001, 0.009, 0.001, 0.002, 0.009, 0.002, 0.001, 0.061, 0.0001, 0.048, 0.122, 0.057, 0.009, 0.001, 0.001, 0.4, 0.001, 0.002, 0.003, 0.003, 0.017, 0.001, 0.003, 0.001, 0.005, 0.0001, 0.001, 0.003, 0.002, 0.003, 0.005, 0.001, 0.001, 0.203, 0.0001, 0.002, 0.001, 0.002, 0.002, 0.438, 0.002, 0.002, 0.001, 0.0001, 0.0001, 0.056, 1.237, 0.01, 0.013, 0.0001, 0.0001, 0.001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.005, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.148, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], - "en": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.755, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 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0.239, 1.084, 0.009, 0.01, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.005, 0.002, 0.008, 0.003, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.002, 0.007, 0.005, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.003, 0.481, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], + "zh": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 1.074, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.273, 0.003, 0.045, 0.0001, 0.001, 0.012, 0.001, 0.004, 0.032, 0.032, 0.001, 0.003, 0.032, 0.068, 0.063, 0.017, 0.386, 0.478, 0.308, 0.149, 0.134, 0.146, 0.127, 0.121, 0.136, 0.231, 0.018, 0.009, 0.007, 0.006, 0.007, 0.0001, 0.0001, 0.045, 0.029, 0.041, 0.028, 0.022, 0.017, 0.02, 0.019, 0.025, 0.01, 0.013, 0.02, 0.033, 0.021, 0.018, 0.028, 0.002, 0.022, 0.045, 0.031, 0.01, 0.013, 0.012, 0.007, 0.005, 0.003, 0.004, 0.0001, 0.004, 0.0001, 0.009, 0.0001, 0.159, 0.026, 0.051, 0.047, 0.17, 0.025, 0.032, 0.057, 0.124, 0.003, 0.021, 0.089, 0.049, 0.12, 0.129, 0.028, 0.002, 0.124, 0.083, 0.1, 0.058, 0.016, 0.016, 0.008, 0.03, 0.012, 0.006, 0.004, 0.006, 0.001, 0.0001, 2.707, 1.09, 1.398, 0.705, 1.23, 1.04, 0.715, 0.952, 1.455, 1.297, 0.845, 1.19, 2.403, 1.193, 0.813, 1.077, 0.889, 0.565, 0.387, 0.47, 0.931, 0.663, 1.035, 0.837, 0.77, 0.772, 1.434, 1.023, 1.668, 0.609, 0.437, 0.793, 0.535, 0.706, 0.48, 0.538, 0.785, 0.909, 0.7, 0.697, 1.017, 0.519, 0.441, 0.567, 0.626, 1.082, 0.814, 1.054, 1.074, 0.811, 0.556, 0.684, 0.903, 0.43, 0.642, 0.78, 2.083, 1.147, 2.006, 1.331, 2.547, 1.015, 0.911, 0.807, 0.0001, 0.0001, 0.069, 0.007, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.005, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.126, 1.369, 3.539, 8.968, 5.44, 4.358, 3.141, 2.48, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 1.821, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], + "zu": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 1.261, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 10.94, 0.004, 0.267, 0.001, 0.002, 0.016, 0.003, 0.041, 0.181, 0.181, 0.001, 0.001, 0.907, 0.49, 0.797, 0.099, 0.343, 0.379, 0.279, 0.134, 0.118, 0.116, 0.102, 0.097, 0.11, 0.223, 0.065, 0.035, 0.134, 0.003, 0.135, 0.005, 0.0001, 0.296, 0.147, 0.142, 0.093, 0.11, 0.08, 0.077, 0.065, 0.3, 0.114, 0.141, 0.151, 0.361, 0.387, 0.067, 0.128, 0.012, 0.082, 0.239, 0.152, 0.188, 0.039, 0.182, 0.012, 0.045, 0.07, 0.138, 0.0001, 0.139, 0.0001, 0.001, 0.0001, 10.325, 2.215, 0.829, 1.627, 7.521, 0.687, 2.042, 3.525, 7.719, 0.199, 3.874, 4.421, 2.406, 6.494, 4.881, 0.951, 0.342, 1.361, 3.011, 2.552, 4.691, 0.394, 2.227, 0.134, 1.688, 1.779, 0.0001, 0.002, 0.0001, 0.0001, 0.0001, 0.08, 0.007, 0.001, 0.001, 0.002, 0.0001, 0.014, 0.002, 0.002, 0.001, 0.0001, 0.001, 0.003, 0.005, 0.001, 0.002, 0.002, 0.014, 0.001, 0.01, 0.003, 0.0001, 0.001, 0.001, 0.002, 0.06, 0.0001, 0.001, 0.003, 0.003, 0.001, 0.0001, 0.084, 0.004, 0.0001, 0.001, 0.001, 0.0001, 0.002, 0.004, 0.002, 0.005, 0.003, 0.001, 0.001, 0.002, 0.001, 0.0001, 0.004, 0.003, 0.003, 0.005, 0.002, 0.002, 0.001, 0.006, 0.005, 0.002, 0.003, 0.005, 0.002, 0.003, 0.003, 0.0001, 0.0001, 0.0001, 0.089, 0.024, 0.004, 0.007, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.001, 0.0001, 0.0001, 0.002, 0.001, 0.029, 0.011, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.005, 0.002, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.002, 0.091, 0.001, 0.0001, 0.001, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], }; export default Magic; From 544d78f461d93ede402fb6ea1e30af7673a37c16 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Wed, 14 Feb 2018 13:08:03 +0000 Subject: [PATCH 12/19] The Magic operation now only checks the most commonly used Internet languages by default, to lower false positives and improve performance. --- src/core/FlowControl.js | 3 +- src/core/config/OperationConfig.js | 5 ++ src/core/lib/Magic.js | 104 ++++++++++++++++------------- 3 files changed, 64 insertions(+), 48 deletions(-) diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index e066094c..4c1e6a61 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -267,10 +267,11 @@ const FlowControl = { runMagic: async function(state) { const ings = state.opList[state.progress].getIngValues(), depth = ings[0], + extLang = ings[1], dish = state.dish, currentRecipeConfig = state.opList.map(op => op.getConfig()), magic = new Magic(dish.get(Dish.ARRAY_BUFFER)), - options = await magic.speculativeExecution(depth); + options = await magic.speculativeExecution(depth, extLang); let output = ` Date: Wed, 14 Feb 2018 16:08:59 +0000 Subject: [PATCH 13/19] Added 'Intensive mode' to the Magic operation, where it brute-forces various simple encodings like XOR or bit rotates. --- src/core/FlowControl.js | 9 +++- src/core/config/OperationConfig.js | 11 +++-- src/core/lib/Magic.js | 69 +++++++++++++++++++++++++++--- src/core/operations/FileType.js | 8 ++-- 4 files changed, 83 insertions(+), 14 deletions(-) diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index 4c1e6a61..c4f717a8 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -267,11 +267,12 @@ const FlowControl = { runMagic: async function(state) { const ings = state.opList[state.progress].getIngValues(), depth = ings[0], - extLang = ings[1], + intensive = ings[1], + extLang = ings[2], dish = state.dish, currentRecipeConfig = state.opList.map(op => op.getConfig()), magic = new Magic(dish.get(Dish.ARRAY_BUFFER)), - options = await magic.speculativeExecution(depth, extLang); + options = await magic.speculativeExecution(depth, extLang, intensive); let output = `

Options
Depth: If an operation appears to match the data, it will be run and the result will be analysed further. This argument controls the maximum number of levels of recursion.

Intensive mode: When this is turned on, various encodings like XOR and bit rotates are brute-forced to attempt to detect valid data underneath. To improve performance, only the first 100 bytes of the data is brute-forced.

Extensive language support: At each stage, the relative byte frequencies of the data will be compared to average frequencies for a number of languages. The default set consists of ~40 of the most commonly used languages on the Internet. The extensive list consists of 284 languages and can result in many languages matching the data if their byte frequencies are similar.", inputType: "ArrayBuffer", outputType: "html", flowControl: true, @@ -93,6 +93,11 @@ const OperationConfig = { type: "number", value: 3 }, + { + name: "Intensive mode", + type: "boolean", + value: false + }, { name: "Extensive language support", type: "boolean", @@ -1146,7 +1151,7 @@ const OperationConfig = { args: [], patterns: [ { - match: "%[\\da-f]{2}", + match: ".*(?:%[\\da-f]{2}.*){4}", flags: "i", args: [] }, @@ -1210,7 +1215,7 @@ const OperationConfig = { args: [], patterns: [ { - match: "(?:=[\\da-f]{2}|=\\n)(?:[\\x21-\\x3d\\x3f-\\x7e \\t]|=[\\da-f]{2}|=\\n)*$", + match: "^[\\x21-\\x3d\\x3f-\\x7e \\t]*(?:=[\\da-f]{2}|=\\r?\\n)(?:[\\x21-\\x3d\\x3f-\\x7e \\t]|=[\\da-f]{2}|=\\r?\\n)*$", flags: "i", args: [] }, diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index b604ef71..ff28bb2b 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -167,20 +167,58 @@ class Magic { return true; } + /** + * Generate various simple brute-forced encodings of the data (trucated to 100 bytes). + * + * @returns {Object[]} - The encoded data and an operation config to generate it. + */ + bruteForce() { + const sample = new Uint8Array(this.inputBuffer).slice(0, 100); + + let results = []; + + // 1-byte XOR + for (let i = 1; i < 256; i++) { + results.push({ + data: sample.map(b => b ^ i).buffer, + conf: { + op: "XOR", + args: [{"option": "Hex", "string": i.toString(16)}, "Standard", false] + } + }); + } + + // Bit rotate + for (let i = 1; i < 8; i++) { + results.push({ + data: sample.map(b => (b >> i) | ((b & (Math.pow(2, i) - 1)) << (8 - i))).buffer, + conf: { + op: "Rotate right", + args: [i, false] + } + }); + } + + + return results; + } + /** * Speculatively executes matching operations, recording metadata of each result. * * @param {number} [depth=0] - How many levels to try to execute * @param {boolean} [extLang=false] - Extensive language support (false = only check the most * common Internet languages) + * @param {boolean} [intensive=false] - Run brute-forcing on each branch (significantly affects + * performance) * @param {Object[]} [recipeConfig=[]] - The recipe configuration up to this point * @returns {Object[]} - A sorted list of the recipes most likely to result in correct decoding */ - async speculativeExecution(depth = 0, extLang = false, recipeConfig = []) { + async speculativeExecution(depth = 0, extLang = false, intensive = false, recipeConfig = []) { if (depth < 0) return []; // Find any operations that can be run on this data - const matchingOps = this.findMatchingOps(); + let matchingOps = this.findMatchingOps(); let results = []; @@ -194,8 +232,8 @@ class Magic { matchingOps: matchingOps }); - // Execute each of those operations, then recursively call the speculativeExecution() method - // on the resulting data, recording the properties of each option. + // Execute each of the matching operations, then recursively call the speculativeExecution() + // method on the resulting data, recording the properties of each option. await Promise.all(matchingOps.map(async op => { const dish = new Dish(this.inputBuffer, Dish.ARRAY_BUFFER), opConfig = { @@ -209,11 +247,32 @@ class Magic { await recipe.execute(dish, 0); const magic = new Magic(dish.get(Dish.ARRAY_BUFFER), this.opPatterns), - speculativeResults = await magic.speculativeExecution(depth-1, [...recipeConfig, opConfig]); + speculativeResults = await magic.speculativeExecution( + depth-1, extLang, intensive, [...recipeConfig, opConfig]); results = results.concat(speculativeResults); })); + if (intensive) { + // Run brute forcing of various types on the data and create a new branch for each option + const bfEncodings = this.bruteForce(); + + await Promise.all(bfEncodings.map(async enc => { + const magic = new Magic(enc.data, this.opPatterns), + bfResults = await magic.speculativeExecution( + depth-1, extLang, false, [...recipeConfig, enc.conf]); + + results = results.concat(bfResults); + })); + } + + // Prune branches that do not match anything + results = results.filter(r => + r.languageScores[0].probability > 0 || + r.fileType || + r.isUTF8 || + r.matchingOps.length); + // Return a sorted list of possible recipes along with their properties return results.sort((a, b) => { // Each option is sorted based on its most likely language (lower is better) diff --git a/src/core/operations/FileType.js b/src/core/operations/FileType.js index d6ebb7c8..b9d399cd 100755 --- a/src/core/operations/FileType.js +++ b/src/core/operations/FileType.js @@ -472,16 +472,16 @@ const FileType = { // Must be before Little-endian UTF-16 BOM if (buf[0] === 0xFF && buf[1] === 0xFE && buf[2] === 0x00 && buf[3] === 0x00) { return { - ext: "", - mime: "", + ext: "UTF32LE", + mime: "charset/utf32le", desc: "Little-endian UTF-32 encoded Unicode byte order mark detected." }; } if (buf[0] === 0xFF && buf[1] === 0xFE) { return { - ext: "", - mime: "", + ext: "UTF16LE", + mime: "charset/utf16le", desc: "Little-endian UTF-16 encoded Unicode byte order mark detected." }; } From 1760ab23053ccd9012a9b23bbaa904288d8aaa47 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Wed, 14 Feb 2018 17:00:14 +0000 Subject: [PATCH 14/19] Recipe errors are now ignored in the Magic operation --- src/core/lib/Magic.js | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index ff28bb2b..2e288064 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -244,7 +244,9 @@ class Magic { if (ENVIRONMENT_IS_WORKER()) self.loadRequiredModules([opConfig]); const recipe = new Recipe([opConfig]); - await recipe.execute(dish, 0); + try { + await recipe.execute(dish, 0); + } catch (err) {} // Ignore errors const magic = new Magic(dish.get(Dish.ARRAY_BUFFER), this.opPatterns), speculativeResults = await magic.speculativeExecution( From 27ec4aa9231ac1c7e54db82dfebe0778fba326a1 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Thu, 15 Feb 2018 13:39:55 +0000 Subject: [PATCH 15/19] Magic operation now recognises useful operations such as 'Render Image' even though their output cannot be analysed --- src/core/FlowControl.js | 15 ++++++++++----- src/core/config/OperationConfig.js | 3 ++- src/core/lib/Magic.js | 30 ++++++++++++++++++++++-------- 3 files changed, 34 insertions(+), 14 deletions(-) diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index c4f717a8..e886be6c 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -294,13 +294,14 @@ const FlowControl = { let language = "", fileType = "", matchingOps = "", + useful = "", validUTF8 = option.isUTF8 ? "Valid UTF8\n" : ""; - if (option.languageScores[0].probability > 0.00001) { - let likelyLangs = option.languageScores.filter(l => l.probability > 0.2); + if (option.languageScores[0].probability > 0) { + let likelyLangs = option.languageScores.filter(l => l.probability > 0); if (likelyLangs.length < 1) likelyLangs = [option.languageScores[0]]; - language = "Language:\n " + likelyLangs.map(lang => { - return `${Magic.codeToLanguage(lang.lang)} ${(lang.probability * 100).toFixed(2)}%`; + language = "Possible languages:\n " + likelyLangs.map(lang => { + return Magic.codeToLanguage(lang.lang); }).join("\n ") + "\n"; } @@ -312,10 +313,14 @@ const FlowControl = { matchingOps = `Matching ops: ${[...new Set(option.matchingOps.map(op => op.op))].join(", ")}\n`; } + if (option.useful) { + useful = "Useful op detected\n"; + } + output += ` - + `; }); diff --git a/src/core/config/OperationConfig.js b/src/core/config/OperationConfig.js index 8579e93b..9be287c3 100755 --- a/src/core/config/OperationConfig.js +++ b/src/core/config/OperationConfig.js @@ -4091,7 +4091,8 @@ const OperationConfig = { { match: "^(?:\\xff\\xd8\\xff|\\x89\\x50\\x4e\\x47|\\x47\\x49\\x46|.{8}\\x57\\x45\\x42\\x50|\\x42\\x4d)", flags: "", - args: ["Raw"] + args: ["Raw"], + useful: true }, ] }, diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index 2e288064..9f93f286 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -58,6 +58,12 @@ class Magic { * @returns {Object[]} */ detectLanguage(extLang = false) { + if (!this.inputBuffer.length) return [{ + lang: "Unknown", + score: Math.MAX_VALUE, + probability: Math.MIN_VALUE + }]; + const inputFreq = this._freqDist(); const langFreqs = extLang ? EXTENSIVE_LANG_FREQS : COMMON_LANG_FREQS; let chiSqrs = []; @@ -212,9 +218,10 @@ class Magic { * @param {boolean} [intensive=false] - Run brute-forcing on each branch (significantly affects * performance) * @param {Object[]} [recipeConfig=[]] - The recipe configuration up to this point - * @returns {Object[]} - A sorted list of the recipes most likely to result in correct decoding + * @param {boolean} [useful=false] - Whether the current recipe should be scored highly + * @returns {Object[]} - A sorted list of the recipes most likely to result in correct decoding */ - async speculativeExecution(depth = 0, extLang = false, intensive = false, recipeConfig = []) { + async speculativeExecution(depth=0, extLang=false, intensive=false, recipeConfig=[], useful=false) { if (depth < 0) return []; // Find any operations that can be run on this data @@ -229,7 +236,8 @@ class Magic { languageScores: this.detectLanguage(extLang), fileType: this.detectFileType(), isUTF8: this.isUTF8(), - matchingOps: matchingOps + matchingOps: matchingOps, + useful: useful }); // Execute each of the matching operations, then recursively call the speculativeExecution() @@ -250,7 +258,7 @@ class Magic { const magic = new Magic(dish.get(Dish.ARRAY_BUFFER), this.opPatterns), speculativeResults = await magic.speculativeExecution( - depth-1, extLang, intensive, [...recipeConfig, opConfig]); + depth-1, extLang, intensive, [...recipeConfig, opConfig], op.useful); results = results.concat(speculativeResults); })); @@ -273,7 +281,8 @@ class Magic { r.languageScores[0].probability > 0 || r.fileType || r.isUTF8 || - r.matchingOps.length); + r.matchingOps.length || + r.useful); // Return a sorted list of possible recipes along with their properties return results.sort((a, b) => { @@ -289,6 +298,10 @@ class Magic { if (a.isUTF8) aScore -= 100; if (b.isUTF8) bScore -= 100; + // If the option is marked useful, give it a good score + if (a.useful) aScore = 100; + if (b.useful) bScore = 100; + return aScore - bScore; }); } @@ -332,7 +345,8 @@ class Magic { op: op, match: pattern.match, flags: pattern.flags, - args: pattern.args + args: pattern.args, + useful: pattern.useful || false }); }); } @@ -688,7 +702,7 @@ class Magic { * as of early 2018. */ const COMMON_LANG_FREQS = { - "en": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.755, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 15.843, 0.004, 0.375, 0.002, 0.008, 0.019, 0.008, 0.134, 0.137, 0.137, 0.001, 0.001, 0.972, 0.19, 0.857, 0.017, 0.334, 0.421, 0.246, 0.108, 0.104, 0.112, 0.103, 0.1, 0.127, 0.237, 0.04, 0.027, 0.004, 0.003, 0.004, 0.002, 0.0001, 0.338, 0.218, 0.326, 0.163, 0.121, 0.149, 0.133, 0.192, 0.232, 0.107, 0.082, 0.148, 0.248, 0.134, 0.103, 0.195, 0.012, 0.162, 0.368, 0.366, 0.077, 0.061, 0.127, 0.009, 0.03, 0.015, 0.004, 0.0001, 0.004, 0.0001, 0.003, 0.0001, 6.614, 1.039, 2.327, 2.934, 9.162, 1.606, 1.415, 3.503, 5.718, 0.081, 0.461, 3.153, 1.793, 5.723, 5.565, 1.415, 0.066, 5.036, 4.79, 6.284, 1.992, 0.759, 1.176, 0.139, 1.162, 0.102, 0.0001, 0.002, 0.0001, 0.0001, 0.0001, 0.06, 0.004, 0.003, 0.002, 0.001, 0.001, 0.001, 0.002, 0.001, 0.001, 0.0001, 0.001, 0.001, 0.003, 0.0001, 0.0001, 0.001, 0.001, 0.001, 0.031, 0.006, 0.001, 0.001, 0.001, 0.002, 0.014, 0.001, 0.001, 0.005, 0.005, 0.001, 0.002, 0.017, 0.007, 0.002, 0.003, 0.004, 0.002, 0.001, 0.002, 0.002, 0.012, 0.001, 0.002, 0.001, 0.004, 0.001, 0.001, 0.003, 0.003, 0.002, 0.005, 0.001, 0.001, 0.003, 0.001, 0.003, 0.001, 0.002, 0.001, 0.004, 0.001, 0.002, 0.001, 0.0001, 0.0001, 0.02, 0.047, 0.009, 0.009, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.004, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.005, 0.002, 0.061, 0.001, 0.0001, 0.002, 0.001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], + "en": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.755, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 15.843, 0.004, 0.375, 0.002, 0.008, 0.019, 0.008, 0.134, 0.137, 0.137, 0.001, 0.001, 0.972, 0.19, 0.857, 0.017, 0.334, 0.421, 0.246, 0.108, 0.104, 0.112, 0.103, 0.1, 0.127, 0.237, 0.04, 0.027, 0.004, 0.003, 0.004, 0.002, 0.0001, 0.338, 0.218, 0.326, 0.163, 0.121, 0.149, 0.133, 0.192, 0.232, 0.107, 0.082, 0.148, 0.248, 0.134, 0.103, 0.195, 0.012, 0.162, 0.368, 0.366, 0.077, 0.061, 0.127, 0.009, 0.03, 0.015, 0.004, 0.0001, 0.004, 0.0001, 0.003, 0.0001, 6.614, 1.039, 2.327, 2.934, 9.162, 1.606, 1.415, 3.503, 5.718, 0.081, 0.461, 3.153, 1.793, 5.723, 5.565, 1.415, 0.066, 5.036, 4.79, 6.284, 1.992, 0.759, 1.176, 0.139, 1.162, 0.102, 0.0001, 0.002, 0.0001, 0.0001, 0.0001, 0.06, 0.004, 0.003, 0.002, 0.001, 0.001, 0.001, 0.002, 0.001, 0.001, 0.0001, 0.001, 0.001, 0.003, 0.0001, 0.0001, 0.001, 0.001, 0.001, 0.031, 0.006, 0.001, 0.001, 0.001, 0.002, 0.014, 0.001, 0.001, 0.005, 0.005, 0.001, 0.002, 0.017, 0.007, 0.002, 0.003, 0.004, 0.002, 0.001, 0.002, 0.002, 0.012, 0.001, 0.002, 0.001, 0.004, 0.001, 0.001, 0.003, 0.003, 0.002, 0.005, 0.001, 0.001, 0.003, 0.001, 0.003, 0.001, 0.002, 0.001, 0.004, 0.001, 0.002, 0.001, 0.0001, 0.0001, 0.02, 0.047, 0.009, 0.009, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.004, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.005, 0.002, 0.061, 0.001, 0.0001, 0.002, 0.001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], "ru": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.512, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 7.274, 0.002, 0.063, 0.0001, 0.001, 0.009, 0.001, 0.001, 0.118, 0.118, 0.0001, 0.001, 0.595, 0.135, 0.534, 0.009, 0.18, 0.281, 0.15, 0.078, 0.076, 0.077, 0.068, 0.066, 0.083, 0.16, 0.036, 0.016, 0.002, 0.001, 0.002, 0.001, 0.0001, 0.013, 0.009, 0.014, 0.009, 0.007, 0.006, 0.007, 0.006, 0.031, 0.002, 0.003, 0.007, 0.012, 0.007, 0.005, 0.01, 0.001, 0.008, 0.017, 0.011, 0.003, 0.009, 0.005, 0.012, 0.001, 0.001, 0.001, 0.0001, 0.001, 0.0001, 0.003, 0.0001, 0.065, 0.009, 0.022, 0.021, 0.074, 0.01, 0.013, 0.019, 0.054, 0.001, 0.008, 0.036, 0.02, 0.047, 0.055, 0.013, 0.001, 0.052, 0.037, 0.041, 0.026, 0.007, 0.006, 0.003, 0.011, 0.003, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 2.469, 2.363, 2.342, 0.986, 0.156, 0.422, 0.252, 0.495, 0.217, 0.136, 0.014, 0.778, 0.56, 0.097, 0.251, 0.811, 0.09, 0.184, 0.165, 0.06, 0.179, 0.021, 0.013, 0.029, 0.05, 0.005, 0.116, 0.045, 0.087, 0.073, 0.067, 0.124, 0.211, 0.16, 0.055, 0.033, 0.036, 0.024, 0.013, 0.02, 0.022, 0.002, 0.0001, 0.1, 0.0001, 0.025, 0.009, 0.011, 3.536, 0.619, 1.963, 0.833, 1.275, 3.452, 0.323, 0.635, 3.408, 0.642, 1.486, 1.967, 1.26, 2.857, 4.587, 1.082, 0.0001, 0.0001, 0.339, 0.003, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.013, 0.0001, 0.002, 0.001, 31.356, 12.318, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.131, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], "de": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.726, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 13.303, 0.002, 0.278, 0.0001, 0.0001, 0.007, 0.003, 0.005, 0.149, 0.149, 0.015, 0.001, 0.636, 0.237, 0.922, 0.023, 0.305, 0.472, 0.225, 0.115, 0.11, 0.121, 0.108, 0.11, 0.145, 0.271, 0.049, 0.022, 0.002, 0.002, 0.002, 0.001, 0.0001, 0.413, 0.383, 0.144, 0.412, 0.275, 0.258, 0.273, 0.218, 0.18, 0.167, 0.277, 0.201, 0.328, 0.179, 0.111, 0.254, 0.012, 0.219, 0.602, 0.209, 0.1, 0.185, 0.206, 0.005, 0.01, 0.112, 0.002, 0.0001, 0.002, 0.0001, 0.006, 0.0001, 4.417, 1.306, 1.99, 3.615, 12.382, 1.106, 2.0, 2.958, 6.179, 0.082, 0.866, 2.842, 1.869, 7.338, 2.27, 0.606, 0.016, 6.056, 4.424, 4.731, 3.002, 0.609, 0.918, 0.053, 0.169, 0.824, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.147, 0.002, 0.003, 0.001, 0.006, 0.001, 0.001, 0.002, 0.001, 0.001, 0.0001, 0.0001, 0.001, 0.004, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.03, 0.0001, 0.0001, 0.009, 0.001, 0.002, 0.009, 0.002, 0.001, 0.061, 0.0001, 0.048, 0.122, 0.057, 0.009, 0.001, 0.001, 0.4, 0.001, 0.002, 0.003, 0.003, 0.017, 0.001, 0.003, 0.001, 0.005, 0.0001, 0.001, 0.003, 0.002, 0.003, 0.005, 0.001, 0.001, 0.203, 0.0001, 0.002, 0.001, 0.002, 0.002, 0.438, 0.002, 0.002, 0.001, 0.0001, 0.0001, 0.056, 1.237, 0.01, 0.013, 0.0001, 0.0001, 0.001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.005, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.148, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], "ja": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.834, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.258, 0.007, 0.036, 0.001, 0.0001, 0.005, 0.002, 0.003, 0.033, 0.033, 0.0001, 0.002, 0.019, 0.052, 0.026, 0.009, 0.281, 0.407, 0.259, 0.126, 0.108, 0.109, 0.095, 0.092, 0.104, 0.184, 0.008, 0.001, 0.002, 0.002, 0.002, 0.001, 0.0001, 0.048, 0.026, 0.039, 0.027, 0.028, 0.022, 0.018, 0.016, 0.03, 0.012, 0.014, 0.02, 0.03, 0.025, 0.025, 0.026, 0.002, 0.026, 0.045, 0.031, 0.013, 0.014, 0.014, 0.006, 0.006, 0.003, 0.001, 0.0001, 0.001, 0.0001, 0.002, 0.0001, 0.077, 0.012, 0.03, 0.026, 0.088, 0.012, 0.017, 0.025, 0.067, 0.002, 0.016, 0.041, 0.039, 0.059, 0.066, 0.016, 0.001, 0.06, 0.043, 0.051, 0.028, 0.009, 0.007, 0.004, 0.015, 0.004, 0.0001, 0.011, 0.0001, 0.0001, 0.0001, 2.555, 10.322, 5.875, 4.462, 0.784, 0.468, 0.442, 0.409, 1.173, 0.96, 0.657, 1.448, 1.442, 0.636, 0.341, 0.685, 0.495, 0.342, 0.651, 0.536, 0.435, 0.657, 0.51, 0.978, 0.31, 0.563, 0.439, 0.514, 0.668, 0.438, 0.29, 1.039, 0.423, 0.532, 0.407, 0.691, 0.677, 0.555, 0.911, 0.887, 1.086, 0.531, 0.836, 1.345, 0.438, 0.666, 1.528, 0.959, 0.535, 0.379, 0.302, 0.822, 0.614, 0.308, 0.253, 0.467, 0.807, 0.807, 0.777, 0.809, 1.292, 0.546, 0.524, 0.425, 0.0001, 0.0001, 0.002, 0.004, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.002, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.0001, 0.015, 19.387, 1.167, 4.022, 2.518, 1.734, 1.339, 1.229, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.409, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], @@ -726,7 +740,7 @@ const COMMON_LANG_FREQS = { "sl": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 1.06, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 14.437, 0.024, 0.237, 0.001, 0.001, 0.007, 0.002, 0.011, 0.174, 0.174, 0.021, 0.002, 1.072, 0.17, 1.037, 0.022, 0.277, 0.429, 0.215, 0.122, 0.124, 0.121, 0.109, 0.108, 0.134, 0.239, 0.061, 0.025, 0.005, 0.006, 0.005, 0.002, 0.0001, 0.162, 0.141, 0.1, 0.122, 0.063, 0.075, 0.091, 0.086, 0.111, 0.082, 0.154, 0.138, 0.185, 0.145, 0.099, 0.224, 0.004, 0.106, 0.263, 0.133, 0.042, 0.163, 0.031, 0.007, 0.007, 0.087, 0.013, 0.0001, 0.014, 0.0001, 0.006, 0.0001, 7.7, 1.204, 0.709, 2.364, 7.782, 0.229, 1.139, 0.879, 6.985, 3.327, 2.701, 3.64, 2.037, 5.283, 6.653, 2.232, 0.006, 4.152, 3.513, 3.409, 1.654, 3.049, 0.039, 0.016, 0.079, 1.473, 0.0001, 0.01, 0.0001, 0.0001, 0.0001, 0.054, 0.004, 0.003, 0.002, 0.002, 0.001, 0.001, 0.011, 0.002, 0.002, 0.0001, 0.001, 0.021, 0.847, 0.001, 0.0001, 0.001, 0.002, 0.002, 0.027, 0.001, 0.0001, 0.001, 0.001, 0.001, 0.002, 0.001, 0.001, 0.002, 0.001, 0.001, 0.001, 0.056, 0.644, 0.007, 0.001, 0.003, 0.001, 0.001, 0.002, 0.003, 0.013, 0.001, 0.027, 0.001, 0.005, 0.001, 0.001, 0.007, 0.003, 0.004, 0.005, 0.002, 0.003, 0.006, 0.001, 0.004, 0.002, 0.004, 0.028, 0.008, 0.018, 0.391, 0.002, 0.0001, 0.0001, 0.071, 0.059, 0.881, 1.071, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.01, 0.005, 0.024, 0.008, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.002, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.002, 0.054, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], "lv": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.879, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 12.099, 0.004, 0.432, 0.0001, 0.0001, 0.013, 0.002, 0.007, 0.207, 0.208, 0.0001, 0.003, 0.965, 0.082, 1.276, 0.01, 0.332, 0.476, 0.254, 0.122, 0.117, 0.123, 0.105, 0.106, 0.127, 0.271, 0.045, 0.023, 0.001, 0.002, 0.001, 0.001, 0.0001, 0.208, 0.134, 0.062, 0.128, 0.074, 0.067, 0.074, 0.058, 0.112, 0.068, 0.189, 0.194, 0.144, 0.089, 0.055, 0.234, 0.002, 0.136, 0.249, 0.163, 0.042, 0.182, 0.012, 0.007, 0.003, 0.051, 0.001, 0.0001, 0.001, 0.0001, 0.003, 0.0001, 8.58, 1.078, 0.806, 2.221, 4.451, 0.231, 1.228, 0.175, 6.667, 1.704, 2.603, 2.424, 2.389, 3.209, 2.883, 1.908, 0.003, 4.056, 5.825, 4.121, 3.633, 1.801, 0.012, 0.009, 0.029, 1.289, 0.0001, 0.005, 0.0001, 0.0001, 0.0001, 0.124, 2.988, 0.003, 0.002, 0.001, 0.006, 0.331, 0.001, 0.002, 0.001, 0.0001, 0.001, 0.015, 0.083, 0.0001, 0.001, 0.001, 0.001, 0.007, 1.174, 0.07, 0.0001, 0.001, 0.001, 0.002, 0.003, 0.001, 0.001, 0.005, 0.012, 0.009, 0.001, 0.06, 0.627, 0.004, 0.097, 0.002, 0.001, 0.001, 0.001, 0.001, 0.002, 0.006, 1.565, 0.0001, 0.002, 0.0001, 0.0001, 0.01, 0.002, 0.005, 0.002, 0.002, 0.005, 0.01, 0.106, 0.006, 0.002, 0.003, 0.01, 0.298, 0.012, 0.176, 0.002, 0.0001, 0.0001, 0.03, 0.013, 6.068, 1.452, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.004, 0.002, 0.051, 0.018, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.11, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], "et": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 1.183, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 11.759, 0.003, 0.281, 0.0001, 0.0001, 0.013, 0.001, 0.037, 0.198, 0.199, 0.001, 0.003, 0.786, 0.203, 1.175, 0.017, 0.35, 0.548, 0.272, 0.142, 0.137, 0.143, 0.127, 0.129, 0.154, 0.323, 0.059, 0.022, 0.017, 0.003, 0.017, 0.003, 0.0001, 0.235, 0.096, 0.074, 0.061, 0.173, 0.056, 0.064, 0.105, 0.122, 0.088, 0.255, 0.166, 0.186, 0.114, 0.065, 0.208, 0.003, 0.138, 0.296, 0.251, 0.046, 0.167, 0.033, 0.011, 0.008, 0.01, 0.008, 0.0001, 0.008, 0.0001, 0.004, 0.0001, 9.665, 0.664, 0.152, 2.822, 7.678, 0.189, 1.393, 1.095, 7.816, 1.25, 3.234, 4.738, 2.585, 4.03, 3.549, 1.167, 0.005, 3.003, 6.68, 5.333, 4.153, 1.613, 0.043, 0.017, 0.074, 0.045, 0.0001, 0.002, 0.0001, 0.0001, 0.0001, 0.13, 0.015, 0.01, 0.006, 0.004, 0.003, 0.003, 0.004, 0.002, 0.002, 0.001, 0.002, 0.003, 0.005, 0.001, 0.003, 0.002, 0.002, 0.003, 0.102, 0.002, 0.008, 0.003, 0.003, 0.002, 0.004, 0.002, 0.001, 0.044, 0.005, 0.006, 0.003, 0.016, 0.035, 0.003, 0.002, 0.833, 0.002, 0.001, 0.002, 0.002, 0.01, 0.001, 0.006, 0.001, 0.005, 0.001, 0.001, 0.017, 0.004, 0.012, 0.007, 0.005, 0.763, 0.179, 0.003, 0.015, 0.005, 0.008, 0.007, 0.518, 0.012, 0.028, 0.003, 0.0001, 0.0001, 0.02, 2.358, 0.019, 0.061, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.009, 0.004, 0.104, 0.037, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.001, 0.002, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.004, 0.123, 0.001, 0.0001, 0.002, 0.001, 0.001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], - "hi": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.374, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 7.123, 0.002, 0.071, 0.0001, 0.001, 0.004, 0.0001, 0.023, 0.08, 0.08, 0.0001, 0.001, 0.255, 0.072, 0.052, 0.006, 0.068, 0.07, 0.044, 0.02, 0.019, 0.023, 0.019, 0.019, 0.021, 0.04, 0.021, 0.006, 0.001, 0.002, 0.001, 0.001, 0.0001, 0.008, 0.004, 0.007, 0.004, 0.005, 0.003, 0.004, 0.003, 0.006, 0.001, 0.002, 0.003, 0.005, 0.004, 0.003, 0.005, 0.0001, 0.003, 0.008, 0.005, 0.002, 0.002, 0.002, 0.001, 0.001, 0.001, 0.007, 0.0001, 0.008, 0.0001, 0.001, 0.0001, 0.049, 0.007, 0.017, 0.016, 0.052, 0.008, 0.01, 0.017, 0.038, 0.001, 0.004, 0.024, 0.015, 0.034, 0.035, 0.012, 0.001, 0.033, 0.03, 0.034, 0.015, 0.005, 0.005, 0.002, 0.008, 0.001, 0.0001, 0.005, 0.0001, 0.0001, 0.0001, 1.039, 0.443, 1.278, 0.061, 0.0001, 0.273, 0.146, 1.879, 0.535, 0.214, 0.013, 0.729, 0.054, 1.826, 0.0001, 0.253, 0.014, 0.012, 0.0001, 0.042, 0.14, 2.07, 0.133, 0.43, 0.035, 0.004, 0.215, 0.046, 0.503, 0.014, 0.016, 0.269, 0.037, 0.213, 0.023, 0.155, 24.777, 7.162, 0.554, 0.224, 1.23, 0.009, 0.8, 0.117, 0.393, 0.245, 0.995, 0.828, 2.018, 0.001, 0.771, 0.001, 0.001, 0.707, 0.299, 0.18, 1.226, 0.94, 0.0001, 0.0001, 0.133, 0.001, 2.558, 1.303, 0.0001, 0.0001, 0.008, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 30.261, 0.0001, 0.024, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], + "hi": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.374, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 7.123, 0.002, 0.071, 0.0001, 0.001, 0.004, 0.0001, 0.023, 0.08, 0.08, 0.0001, 0.001, 0.255, 0.072, 0.052, 0.006, 0.068, 0.07, 0.044, 0.02, 0.019, 0.023, 0.019, 0.019, 0.021, 0.04, 0.021, 0.006, 0.001, 0.002, 0.001, 0.001, 0.0001, 0.008, 0.004, 0.007, 0.004, 0.005, 0.003, 0.004, 0.003, 0.006, 0.001, 0.002, 0.003, 0.005, 0.004, 0.003, 0.005, 0.0001, 0.003, 0.008, 0.005, 0.002, 0.002, 0.002, 0.001, 0.001, 0.001, 0.007, 0.0001, 0.008, 0.0001, 0.001, 0.0001, 0.049, 0.007, 0.017, 0.016, 0.052, 0.008, 0.01, 0.017, 0.038, 0.001, 0.004, 0.024, 0.015, 0.034, 0.035, 0.012, 0.001, 0.033, 0.03, 0.034, 0.015, 0.005, 0.005, 0.002, 0.008, 0.001, 0.0001, 0.005, 0.0001, 0.0001, 0.0001, 1.039, 0.443, 1.278, 0.061, 0.0001, 0.273, 0.146, 1.879, 0.535, 0.214, 0.013, 0.729, 0.054, 1.826, 0.0001, 0.253, 0.014, 0.012, 0.0001, 0.042, 0.14, 2.07, 0.133, 0.43, 0.035, 0.004, 0.215, 0.046, 0.503, 0.014, 0.016, 0.269, 0.037, 0.213, 0.023, 0.155, 24.777, 7.162, 0.554, 0.224, 1.23, 0.009, 0.8, 0.117, 0.393, 0.245, 0.995, 0.828, 2.018, 0.001, 0.771, 0.001, 0.001, 0.707, 0.299, 0.18, 1.226, 0.94, 0.0001, 0.0001, 0.133, 0.001, 2.558, 1.303, 0.0001, 0.0001, 0.008, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 30.261, 0.0001, 0.024, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], }; const EXTENSIVE_LANG_FREQS = Object.assign({}, COMMON_LANG_FREQS, { "aa": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 5.161, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 13.548, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 1.29, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.645, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.645, 0.0001, 0.0001, 0.645, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 1.29, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 6.452, 0.645, 0.645, 2.581, 9.032, 0.0001, 5.161, 3.871, 5.806, 0.0001, 1.935, 2.581, 1.29, 5.161, 2.581, 1.29, 0.0001, 4.516, 0.645, 3.226, 0.645, 0.0001, 1.29, 0.0001, 0.645, 1.29, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.645, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 2.581, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 1.29, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.645, 0.0001, 0.0001, 0.0001, 0.0001, 1.29, 0.0001, 0.0001, 0.0001, 0.645, 0.0001, 0.645, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 3.871, 0.645, 2.581, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.645, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], From b3c52a86010316bb03d4293bd6631e250bbdc6d6 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Thu, 15 Feb 2018 17:38:39 +0000 Subject: [PATCH 16/19] Magic operation now brute forces character encodings. Linted. --- src/core/config/OperationConfig.js | 4 +- src/core/lib/Magic.js | 117 +++++++++++++++++++++++------ 2 files changed, 96 insertions(+), 25 deletions(-) diff --git a/src/core/config/OperationConfig.js b/src/core/config/OperationConfig.js index 9be287c3..e2ecd895 100755 --- a/src/core/config/OperationConfig.js +++ b/src/core/config/OperationConfig.js @@ -83,7 +83,7 @@ import URL_ from "../operations/URL.js"; const OperationConfig = { "Magic": { module: "Default", - description: "The Magic operation attempts to detect various properties of the input data and suggests which operations could help to make more sense of it.

Options
Depth: If an operation appears to match the data, it will be run and the result will be analysed further. This argument controls the maximum number of levels of recursion.

Intensive mode: When this is turned on, various encodings like XOR and bit rotates are brute-forced to attempt to detect valid data underneath. To improve performance, only the first 100 bytes of the data is brute-forced.

Extensive language support: At each stage, the relative byte frequencies of the data will be compared to average frequencies for a number of languages. The default set consists of ~40 of the most commonly used languages on the Internet. The extensive list consists of 284 languages and can result in many languages matching the data if their byte frequencies are similar.", + description: "The Magic operation attempts to detect various properties of the input data and suggests which operations could help to make more sense of it.

Options
Depth: If an operation appears to match the data, it will be run and the result will be analysed further. This argument controls the maximum number of levels of recursion.

Intensive mode: When this is turned on, various operations like XOR, bit rotates, and character encodings are brute-forced to attempt to detect valid data underneath. To improve performance, only the first 100 bytes of the data is brute-forced.

Extensive language support: At each stage, the relative byte frequencies of the data will be compared to average frequencies for a number of languages. The default set consists of ~40 of the most commonly used languages on the Internet. The extensive list consists of 284 languages and can result in many languages matching the data if their byte frequencies are similar.", inputType: "ArrayBuffer", outputType: "html", flowControl: true, @@ -1381,7 +1381,7 @@ const OperationConfig = { type: "option", value: Object.keys(CharEnc.IO_FORMAT), }, - ] + ], }, "Decode text": { module: "CharEnc", diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index 9f93f286..53972d66 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -87,7 +87,7 @@ class Magic { /** * Detects any matching file types for the input. - * + * * @returns {Object} type * @returns {string} type.ext - File extension * @returns {string} type.mime - Mime type @@ -178,7 +178,7 @@ class Magic { * * @returns {Object[]} - The encoded data and an operation config to generate it. */ - bruteForce() { + async bruteForce() { const sample = new Uint8Array(this.inputBuffer).slice(0, 100); let results = []; @@ -205,13 +205,39 @@ class Magic { }); } + // Character encodings + const encodings = OperationConfig["Encode text"].args[0].value; + + /** + * Test character encodings and add them if they change the data. + */ + const testEnc = async op => { + for (let i = 0; i < encodings.length; i++) { + const conf = { + op: "Encode text", + args: [encodings[i]] + }, + data = await this._runRecipe([conf], sample.buffer); + + // Only add to the results if it changed the data + if (!_buffersEqual(data, sample.buffer)) { + results.push({ + data: data, + conf: conf + }); + } + } + }; + + await testEnc("Encode text"); + await testEnc("Decode text"); return results; } /** * Speculatively executes matching operations, recording metadata of each result. - * + * * @param {number} [depth=0] - How many levels to try to execute * @param {boolean} [extLang=false] - Extensive language support (false = only check the most * common Internet languages) @@ -243,29 +269,21 @@ class Magic { // Execute each of the matching operations, then recursively call the speculativeExecution() // method on the resulting data, recording the properties of each option. await Promise.all(matchingOps.map(async op => { - const dish = new Dish(this.inputBuffer, Dish.ARRAY_BUFFER), - opConfig = { + const opConfig = { op: op.op, args: op.args - }; - - if (ENVIRONMENT_IS_WORKER()) self.loadRequiredModules([opConfig]); - - const recipe = new Recipe([opConfig]); - try { - await recipe.execute(dish, 0); - } catch (err) {} // Ignore errors - - const magic = new Magic(dish.get(Dish.ARRAY_BUFFER), this.opPatterns), + }, + output = await this._runRecipe([opConfig]), + magic = new Magic(output, this.opPatterns), speculativeResults = await magic.speculativeExecution( - depth-1, extLang, intensive, [...recipeConfig, opConfig], op.useful); + depth-1, extLang, intensive, [...recipeConfig, opConfig], op.useful); results = results.concat(speculativeResults); })); if (intensive) { // Run brute forcing of various types on the data and create a new branch for each option - const bfEncodings = this.bruteForce(); + const bfEncodings = await this.bruteForce(); await Promise.all(bfEncodings.map(async enc => { const magic = new Magic(enc.data, this.opPatterns), @@ -278,11 +296,11 @@ class Magic { // Prune branches that do not match anything results = results.filter(r => - r.languageScores[0].probability > 0 || - r.fileType || - r.isUTF8 || - r.matchingOps.length || - r.useful); + r.languageScores[0].probability > 0 || + r.fileType || + r.isUTF8 || + r.matchingOps.length || + r.useful); // Return a sorted list of possible recipes along with their properties return results.sort((a, b) => { @@ -302,10 +320,34 @@ class Magic { if (a.useful) aScore = 100; if (b.useful) bScore = 100; + // Shorter recipes are better, so we add the length of the recipe to the score + aScore += a.recipe.length; + bScore += b.recipe.length; + return aScore - bScore; }); } + /** + * Runs the given recipe over the input buffer and returns the output. + * + * @param {Object[]} recipeConfig + * @param {ArrayBuffer} [input=this.inputBuffer] + * @returns {ArrayBuffer} + */ + async _runRecipe(recipeConfig, input=this.inputBuffer) { + const dish = new Dish(input, Dish.ARRAY_BUFFER); + + if (ENVIRONMENT_IS_WORKER()) self.loadRequiredModules(recipeConfig); + + const recipe = new Recipe(recipeConfig); + try { + await recipe.execute(dish, 0); + } catch (err) {} // Ignore errors + + return dish.get(Dish.ARRAY_BUFFER); + } + /** * Calculates the number of times each byte appears in the input * @@ -952,7 +994,7 @@ const EXTENSIVE_LANG_FREQS = Object.assign({}, COMMON_LANG_FREQS, { "sw": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 1.454, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 14.93, 0.002, 0.217, 0.002, 0.001, 0.01, 0.003, 0.027, 0.171, 0.171, 0.001, 0.001, 0.703, 0.109, 0.942, 0.015, 0.41, 0.383, 0.266, 0.126, 0.108, 0.126, 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0.009, 0.022, 0.136, 0.003, 0.143, 0.343, 0.148, 0.063, 0.071, 0.071, 0.134, 0.159, 0.101, 0.347, 0.121, 0.05, 0.002, 0.026, 0.059, 0.003, 0.003, 0.057, 0.003, 0.035, 0.012, 0.164, 5.899, 1.075, 1.071, 1.816, 2.336, 1.339, 0.082, 0.882, 4.885, 0.258, 1.014, 1.438, 1.445, 2.22, 3.885, 0.208, 0.0001, 0.0001, 0.132, 0.006, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.0001, 0.002, 0.001, 30.166, 10.131, 1.965, 0.481, 0.0001, 0.0001, 0.0001, 0.0001, 0.024, 0.016, 0.001, 0.006, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.209, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], @@ -991,4 +1033,33 @@ const EXTENSIVE_LANG_FREQS = Object.assign({}, COMMON_LANG_FREQS, { "zu": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 1.261, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 10.94, 0.004, 0.267, 0.001, 0.002, 0.016, 0.003, 0.041, 0.181, 0.181, 0.001, 0.001, 0.907, 0.49, 0.797, 0.099, 0.343, 0.379, 0.279, 0.134, 0.118, 0.116, 0.102, 0.097, 0.11, 0.223, 0.065, 0.035, 0.134, 0.003, 0.135, 0.005, 0.0001, 0.296, 0.147, 0.142, 0.093, 0.11, 0.08, 0.077, 0.065, 0.3, 0.114, 0.141, 0.151, 0.361, 0.387, 0.067, 0.128, 0.012, 0.082, 0.239, 0.152, 0.188, 0.039, 0.182, 0.012, 0.045, 0.07, 0.138, 0.0001, 0.139, 0.0001, 0.001, 0.0001, 10.325, 2.215, 0.829, 1.627, 7.521, 0.687, 2.042, 3.525, 7.719, 0.199, 3.874, 4.421, 2.406, 6.494, 4.881, 0.951, 0.342, 1.361, 3.011, 2.552, 4.691, 0.394, 2.227, 0.134, 1.688, 1.779, 0.0001, 0.002, 0.0001, 0.0001, 0.0001, 0.08, 0.007, 0.001, 0.001, 0.002, 0.0001, 0.014, 0.002, 0.002, 0.001, 0.0001, 0.001, 0.003, 0.005, 0.001, 0.002, 0.002, 0.014, 0.001, 0.01, 0.003, 0.0001, 0.001, 0.001, 0.002, 0.06, 0.0001, 0.001, 0.003, 0.003, 0.001, 0.0001, 0.084, 0.004, 0.0001, 0.001, 0.001, 0.0001, 0.002, 0.004, 0.002, 0.005, 0.003, 0.001, 0.001, 0.002, 0.001, 0.0001, 0.004, 0.003, 0.003, 0.005, 0.002, 0.002, 0.001, 0.006, 0.005, 0.002, 0.003, 0.005, 0.002, 0.003, 0.003, 0.0001, 0.0001, 0.0001, 0.089, 0.024, 0.004, 0.007, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.001, 0.0001, 0.0001, 0.002, 0.001, 0.029, 0.011, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.005, 0.002, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.002, 0.091, 0.001, 0.0001, 0.001, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001], }); +/** + * Determines whether two ArrayBuffers contain the same values. + * + * @param {ArrayBuffer} a + * @param {ArrayBuffer} b + * @returns {boolean} + */ +function _buffersEqual(a, b) { + if (a === b) { + return true; + } + + if (a.byteLength !== b.byteLength) { + return false; + } + + const ai = new Uint8Array(a), + bi = new Uint8Array(b); + + let i = a.byteLength; + while (i--) { + if (ai[i] !== bi[i]) { + return false; + } + } + + return true; +} + export default Magic; From 559741fd070e8ad67b22b43f0a92f4ac50b4ebbe Mon Sep 17 00:00:00 2001 From: n1474335 Date: Thu, 15 Feb 2018 18:46:17 +0000 Subject: [PATCH 17/19] Fixed a few small bugs --- src/core/lib/Magic.js | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index 53972d66..47dadb9e 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -214,7 +214,7 @@ class Magic { const testEnc = async op => { for (let i = 0; i < encodings.length; i++) { const conf = { - op: "Encode text", + op: op, args: [encodings[i]] }, data = await this._runRecipe([conf], sample.buffer); @@ -343,9 +343,11 @@ class Magic { const recipe = new Recipe(recipeConfig); try { await recipe.execute(dish, 0); - } catch (err) {} // Ignore errors - - return dish.get(Dish.ARRAY_BUFFER); + return dish.get(Dish.ARRAY_BUFFER); + } catch (err) { + // If there are errors, return an empty buffer + return new ArrayBuffer(); + } } /** From 56d33ea48726f94bf5438e195ea132356e2634e3 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Mon, 19 Feb 2018 17:25:28 +0000 Subject: [PATCH 18/19] Magic operation now calculates the entropy of each option and displays tooltips explaining the properties. --- src/core/FlowControl.js | 30 ++++++++++++++++++++++-------- src/core/lib/Magic.js | 30 ++++++++++++++++++++++++++++-- 2 files changed, 50 insertions(+), 10 deletions(-) diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js index e886be6c..5b7728ff 100755 --- a/src/core/FlowControl.js +++ b/src/core/FlowControl.js @@ -283,6 +283,18 @@ const FlowControl = {
`; + /** + * Returns a CSS colour value based on an integer input. + * + * @param {number} val + * @returns {string} + */ + function chooseColour(val) { + if (val < 3) return "green"; + if (val < 5) return "goldenrod"; + return "red"; + } + options.forEach(option => { // Construct recipe URL // Replace this Magic op with the generated recipe @@ -295,18 +307,20 @@ const FlowControl = { fileType = "", matchingOps = "", useful = "", - validUTF8 = option.isUTF8 ? "Valid UTF8\n" : ""; + entropy = `Entropy: ${option.entropy.toFixed(2)}`, + validUTF8 = option.isUTF8 ? "Valid UTF8\n" : ""; if (option.languageScores[0].probability > 0) { let likelyLangs = option.languageScores.filter(l => l.probability > 0); if (likelyLangs.length < 1) likelyLangs = [option.languageScores[0]]; - language = "Possible languages:\n " + likelyLangs.map(lang => { - return Magic.codeToLanguage(lang.lang); - }).join("\n ") + "\n"; + language = "" + + "Possible languages:\n " + likelyLangs.map(lang => { + return Magic.codeToLanguage(lang.lang); + }).join("\n ") + "\n"; } if (option.fileType) { - fileType = `File type: ${option.fileType.mime} (${option.fileType.ext})\n`; + fileType = `File type: ${option.fileType.mime} (${option.fileType.ext})\n`; } if (option.matchingOps.length) { @@ -314,17 +328,17 @@ const FlowControl = { } if (option.useful) { - useful = "Useful op detected\n"; + useful = "Useful op detected\n"; } output += ` - + `; }); - output += "
${Utils.generatePrettyRecipe(option.recipe, true)} ${Utils.escapeHtml(Utils.printable(Utils.truncate(option.data, 99)))}${language}${fileType}${matchingOps}${validUTF8}${language}${fileType}${matchingOps}${useful}${validUTF8}
Properties
${Utils.generatePrettyRecipe(option.recipe, true)} ${Utils.escapeHtml(Utils.printable(Utils.truncate(option.data, 99)))}${language}${fileType}${matchingOps}${useful}${validUTF8}${language}${fileType}${matchingOps}${useful}${validUTF8}${entropy}
"; + output += ""; if (!options.length) { output = "Nothing of interest could be detected about the input data.\nHave you tried modifying the operation arguments?"; diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js index 47dadb9e..868ad976 100644 --- a/src/core/lib/Magic.js +++ b/src/core/lib/Magic.js @@ -173,6 +173,24 @@ class Magic { return true; } + /** + * Calculates the Shannon entropy of the input data. + * + * @returns {number} + */ + calcEntropy() { + let prob = this._freqDist(), + entropy = 0, + p; + + for (let i = 0; i < prob.length; i++) { + p = prob[i] / 100; + if (p === 0) continue; + entropy += p * Math.log(p) / Math.log(2); + } + return -entropy; + } + /** * Generate various simple brute-forced encodings of the data (trucated to 100 bytes). * @@ -262,6 +280,7 @@ class Magic { languageScores: this.detectLanguage(extLang), fileType: this.detectFileType(), isUTF8: this.isUTF8(), + entropy: this.calcEntropy(), matchingOps: matchingOps, useful: useful }); @@ -324,6 +343,10 @@ class Magic { aScore += a.recipe.length; bScore += b.recipe.length; + // Lower entropy is "better", so we add the entropy to the score + aScore += a.entropy; + bScore += b.entropy; + return aScore - bScore; }); } @@ -351,12 +374,14 @@ class Magic { } /** - * Calculates the number of times each byte appears in the input + * Calculates the number of times each byte appears in the input as a percentage * * @private * @returns {number[]} */ _freqDist() { + if (this.freqDist) return this.freqDist; + const len = this.inputBuffer.length; let i = len, counts = new Array(256).fill(0); @@ -367,9 +392,10 @@ class Magic { counts[this.inputBuffer[i]]++; } - return counts.map(c => { + this.freqDist = counts.map(c => { return c / len * 100; }); + return this.freqDist; } /** From 093a7c8c8a5569b7ea9b982c7c9a2d162bc1d6f1 Mon Sep 17 00:00:00 2001 From: n1474335 Date: Sun, 20 May 2018 17:05:59 +0100 Subject: [PATCH 19/19] ESM: Config files are now initialised correctly. --- Gruntfile.js | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/Gruntfile.js b/Gruntfile.js index f23dd237..81d838b5 100755 --- a/Gruntfile.js +++ b/Gruntfile.js @@ -379,8 +379,10 @@ module.exports = function (grunt) { generateConfig: { command: [ "echo '\n--- Regenerating config files. ---'", - "node --experimental-modules src/core/config/scripts/generateOpsIndex.mjs", + "mkdir -p src/core/config/modules", "echo 'export default {};\n' > src/core/config/modules/OpModules.mjs", + "echo '[]\n' > src/core/config/OperationConfig.json", + "node --experimental-modules src/core/config/scripts/generateOpsIndex.mjs", "node --experimental-modules src/core/config/scripts/generateConfig.mjs", "echo '--- Config scripts finished. ---\n'" ].join(";")