tlsh-3.4.4+20151206/0000755000175000017500000000000012630710257012417 5ustar lunarlunartlsh-3.4.4+20151206/src/0000755000175000017500000000000012630710257013206 5ustar lunarlunartlsh-3.4.4+20151206/src/CMakeLists.txt0000644000175000017500000000145212630710257015750 0ustar lunarlunar# Copyright 2013 Trend Micro Incorporated # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. add_library(tlsh STATIC tlsh.cpp tlsh_impl.cpp tlsh_util.cpp) set_target_properties(tlsh PROPERTIES ARCHIVE_OUTPUT_DIRECTORY ${CMAKE_SOURCE_DIR}/lib) set_target_properties(tlsh PROPERTIES OUTPUT_NAME tlsh${BUILD_POSTFIX}) tlsh-3.4.4+20151206/src/gen_arr2.cpp0000644000175000017500000000452312630710257015415 0ustar lunarlunar#include #include #include ///////////////////////////////////////////////////////////////////////////// // Tlsh.java code to generate the bit_pairs_diff_table in tlsh_util.cpp int result[256][256]; void generateTable() { for (int i = 0; i < 256; i++) { for (int j = 0; j < 256; j++) { int x = i, y = j, d, diff = 0; d = abs(x % 4 - y % 4); diff += (d == 3 ? 6 : d); x /= 4; y /= 4; d = abs(x % 4 - y % 4); diff += (d == 3 ? 6 : d); x /= 4; y /= 4; d = abs(x % 4 - y % 4); diff += (d == 3 ? 6 : d); x /= 4; y /= 4; d = abs(x % 4 - y % 4); diff += (d == 3 ? 6 : d); result[i][j] = diff; } } } ///////////////////////////////////////////////////////////////////////////// // Jon Oliver's functions to generate bit_pairs_diff_table static int pairbit_diff(int pairb, int opairb) { int diff = abs(pairb - opairb); if (diff <= 1) return(diff); else if (diff == 2) return(2); return(6); } int byte_diff(unsigned char bv, unsigned char obv) { int h1 = (unsigned char) bv / 16; int oh1 = (unsigned char) obv / 16; int h2 = (unsigned char) bv % 16; int oh2 = (unsigned char) obv % 16; int p1 = h1 / 4; int op1 = oh1 / 4; int p2 = h1 % 4; int op2 = oh1 % 4; int p3 = h2 / 4; int op3 = oh2 / 4; int p4 = h2 % 4; int op4 = oh2 % 4; int diff = 0; diff = diff + pairbit_diff(p1, op1); diff = diff + pairbit_diff(p2, op2); diff = diff + pairbit_diff(p3, op3); diff = diff + pairbit_diff(p4, op4); return(diff); } ///////////////////////////////////////////////////////////////////////////// // main() function to verify Tlsh.java and Jon's implementations are equalivant, // and to output the static unsigned char bit_pairs_diff_table in // tlsh_util.cpp. int main() { int x; int y; generateTable(); for (x=0; x<256; x++) { printf("{\n"); for (y=0; y<256; y++) { int z = byte_diff((unsigned char) x, (unsigned char) y); if (z != result[x][y]) { printf("\nWARNING x=%d y=%d z=%d nuno=%d\n", x, y, z, result[x][y]); return -1; } printf("%d", z); if (y < 255) printf(", "); if (y % 16 == 15) printf("\n"); } printf("}"); if (x < 255) printf(","); printf("\n"); } printf("};"); } tlsh-3.4.4+20151206/src/tlsh_util.cpp0000644000175000017500000065463012630710257015737 0ustar lunarlunar/* * Copyright 2013 Trend Micro Incorporated * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ /* * Util definition and functions */ #include // Pearson's sample random table static unsigned char v_table[256] = { 1, 87, 49, 12, 176, 178, 102, 166, 121, 193, 6, 84, 249, 230, 44, 163, 14, 197, 213, 181, 161, 85, 218, 80, 64, 239, 24, 226, 236, 142, 38, 200, 110, 177, 104, 103, 141, 253, 255, 50, 77, 101, 81, 18, 45, 96, 31, 222, 25, 107, 190, 70, 86, 237, 240, 34, 72, 242, 20, 214, 244, 227, 149, 235, 97, 234, 57, 22, 60, 250, 82, 175, 208, 5, 127, 199, 111, 62, 135, 248, 174, 169, 211, 58, 66, 154, 106, 195, 245, 171, 17, 187, 182, 179, 0, 243, 132, 56, 148, 75, 128, 133, 158, 100, 130, 126, 91, 13, 153, 246, 216, 219, 119, 68, 223, 78, 83, 88, 201, 99, 122, 11, 92, 32, 136, 114, 52, 10, 138, 30, 48, 183, 156, 35, 61, 26, 143, 74, 251, 94, 129, 162, 63, 152, 170, 7, 115, 167, 241, 206, 3, 150, 55, 59, 151, 220, 90, 53, 23, 131, 125, 173, 15, 238, 79, 95, 89, 16, 105, 137, 225, 224, 217, 160, 37, 123, 118, 73, 2, 157, 46, 116, 9, 145, 134, 228, 207, 212, 202, 215, 69, 229, 27, 188, 67, 124, 168, 252, 42, 4, 29, 108, 21, 247, 19, 205, 39, 203, 233, 40, 186, 147, 198, 192, 155, 33, 164, 191, 98, 204, 165, 180, 117, 76, 140, 36, 210, 172, 41, 54, 159, 8, 185, 232, 113, 196, 231, 47, 146, 120, 51, 65, 28, 144, 254, 221, 93, 189, 194, 139, 112, 43, 71, 109, 184, 209 }; // Compile and run gen_arr2.cpp to generate bit_pairs_diff_table static unsigned char bit_pairs_diff_table[][256] = { { 0, 1, 2, 6, 1, 2, 3, 7, 2, 3, 4, 8, 6, 7, 8, 12, 1, 2, 3, 7, 2, 3, 4, 8, 3, 4, 5, 9, 7, 8, 9, 13, 2, 3, 4, 8, 3, 4, 5, 9, 4, 5, 6, 10, 8, 9, 10, 14, 6, 7, 8, 12, 7, 8, 9, 13, 8, 9, 10, 14, 12, 13, 14, 18, 1, 2, 3, 7, 2, 3, 4, 8, 3, 4, 5, 9, 7, 8, 9, 13, 2, 3, 4, 8, 3, 4, 5, 9, 4, 5, 6, 10, 8, 9, 10, 14, 3, 4, 5, 9, 4, 5, 6, 10, 5, 6, 7, 11, 9, 10, 11, 15, 7, 8, 9, 13, 8, 9, 10, 14, 9, 10, 11, 15, 13, 14, 15, 19, 2, 3, 4, 8, 3, 4, 5, 9, 4, 5, 6, 10, 8, 9, 10, 14, 3, 4, 5, 9, 4, 5, 6, 10, 5, 6, 7, 11, 9, 10, 11, 15, 4, 5, 6, 10, 5, 6, 7, 11, 6, 7, 8, 12, 10, 11, 12, 16, 8, 9, 10, 14, 9, 10, 11, 15, 10, 11, 12, 16, 14, 15, 16, 20, 6, 7, 8, 12, 7, 8, 9, 13, 8, 9, 10, 14, 12, 13, 14, 18, 7, 8, 9, 13, 8, 9, 10, 14, 9, 10, 11, 15, 13, 14, 15, 19, 8, 9, 10, 14, 9, 10, 11, 15, 10, 11, 12, 16, 14, 15, 16, 20, 12, 13, 14, 18, 13, 14, 15, 19, 14, 15, 16, 20, 18, 19, 20, 24 }, { 1, 0, 1, 2, 2, 1, 2, 3, 3, 2, 3, 4, 7, 6, 7, 8, 2, 1, 2, 3, 3, 2, 3, 4, 4, 3, 4, 5, 8, 7, 8, 9, 3, 2, 3, 4, 4, 3, 4, 5, 5, 4, 5, 6, 9, 8, 9, 10, 7, 6, 7, 8, 8, 7, 8, 9, 9, 8, 9, 10, 13, 12, 13, 14, 2, 1, 2, 3, 3, 2, 3, 4, 4, 3, 4, 5, 8, 7, 8, 9, 3, 2, 3, 4, 4, 3, 4, 5, 5, 4, 5, 6, 9, 8, 9, 10, 4, 3, 4, 5, 5, 4, 5, 6, 6, 5, 6, 7, 10, 9, 10, 11, 8, 7, 8, 9, 9, 8, 9, 10, 10, 9, 10, 11, 14, 13, 14, 15, 3, 2, 3, 4, 4, 3, 4, 5, 5, 4, 5, 6, 9, 8, 9, 10, 4, 3, 4, 5, 5, 4, 5, 6, 6, 5, 6, 7, 10, 9, 10, 11, 5, 4, 5, 6, 6, 5, 6, 7, 7, 6, 7, 8, 11, 10, 11, 12, 9, 8, 9, 10, 10, 9, 10, 11, 11, 10, 11, 12, 15, 14, 15, 16, 7, 6, 7, 8, 8, 7, 8, 9, 9, 8, 9, 10, 13, 12, 13, 14, 8, 7, 8, 9, 9, 8, 9, 10, 10, 9, 10, 11, 14, 13, 14, 15, 9, 8, 9, 10, 10, 9, 10, 11, 11, 10, 11, 12, 15, 14, 15, 16, 13, 12, 13, 14, 14, 13, 14, 15, 15, 14, 15, 16, 19, 18, 19, 20 }, { 2, 1, 0, 1, 3, 2, 1, 2, 4, 3, 2, 3, 8, 7, 6, 7, 3, 2, 1, 2, 4, 3, 2, 3, 5, 4, 3, 4, 9, 8, 7, 8, 4, 3, 2, 3, 5, 4, 3, 4, 6, 5, 4, 5, 10, 9, 8, 9, 8, 7, 6, 7, 9, 8, 7, 8, 10, 9, 8, 9, 14, 13, 12, 13, 3, 2, 1, 2, 4, 3, 2, 3, 5, 4, 3, 4, 9, 8, 7, 8, 4, 3, 2, 3, 5, 4, 3, 4, 6, 5, 4, 5, 10, 9, 8, 9, 5, 4, 3, 4, 6, 5, 4, 5, 7, 6, 5, 6, 11, 10, 9, 10, 9, 8, 7, 8, 10, 9, 8, 9, 11, 10, 9, 10, 15, 14, 13, 14, 4, 3, 2, 3, 5, 4, 3, 4, 6, 5, 4, 5, 10, 9, 8, 9, 5, 4, 3, 4, 6, 5, 4, 5, 7, 6, 5, 6, 11, 10, 9, 10, 6, 5, 4, 5, 7, 6, 5, 6, 8, 7, 6, 7, 12, 11, 10, 11, 10, 9, 8, 9, 11, 10, 9, 10, 12, 11, 10, 11, 16, 15, 14, 15, 8, 7, 6, 7, 9, 8, 7, 8, 10, 9, 8, 9, 14, 13, 12, 13, 9, 8, 7, 8, 10, 9, 8, 9, 11, 10, 9, 10, 15, 14, 13, 14, 10, 9, 8, 9, 11, 10, 9, 10, 12, 11, 10, 11, 16, 15, 14, 15, 14, 13, 12, 13, 15, 14, 13, 14, 16, 15, 14, 15, 20, 19, 18, 19 }, { 6, 2, 1, 0, 7, 3, 2, 1, 8, 4, 3, 2, 12, 8, 7, 6, 7, 3, 2, 1, 8, 4, 3, 2, 9, 5, 4, 3, 13, 9, 8, 7, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 14, 10, 9, 8, 12, 8, 7, 6, 13, 9, 8, 7, 14, 10, 9, 8, 18, 14, 13, 12, 7, 3, 2, 1, 8, 4, 3, 2, 9, 5, 4, 3, 13, 9, 8, 7, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 14, 10, 9, 8, 9, 5, 4, 3, 10, 6, 5, 4, 11, 7, 6, 5, 15, 11, 10, 9, 13, 9, 8, 7, 14, 10, 9, 8, 15, 11, 10, 9, 19, 15, 14, 13, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 14, 10, 9, 8, 9, 5, 4, 3, 10, 6, 5, 4, 11, 7, 6, 5, 15, 11, 10, 9, 10, 6, 5, 4, 11, 7, 6, 5, 12, 8, 7, 6, 16, 12, 11, 10, 14, 10, 9, 8, 15, 11, 10, 9, 16, 12, 11, 10, 20, 16, 15, 14, 12, 8, 7, 6, 13, 9, 8, 7, 14, 10, 9, 8, 18, 14, 13, 12, 13, 9, 8, 7, 14, 10, 9, 8, 15, 11, 10, 9, 19, 15, 14, 13, 14, 10, 9, 8, 15, 11, 10, 9, 16, 12, 11, 10, 20, 16, 15, 14, 18, 14, 13, 12, 19, 15, 14, 13, 20, 16, 15, 14, 24, 20, 19, 18 }, { 1, 2, 3, 7, 0, 1, 2, 6, 1, 2, 3, 7, 2, 3, 4, 8, 2, 3, 4, 8, 1, 2, 3, 7, 2, 3, 4, 8, 3, 4, 5, 9, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 4, 5, 6, 10, 7, 8, 9, 13, 6, 7, 8, 12, 7, 8, 9, 13, 8, 9, 10, 14, 2, 3, 4, 8, 1, 2, 3, 7, 2, 3, 4, 8, 3, 4, 5, 9, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 4, 5, 6, 10, 4, 5, 6, 10, 3, 4, 5, 9, 4, 5, 6, 10, 5, 6, 7, 11, 8, 9, 10, 14, 7, 8, 9, 13, 8, 9, 10, 14, 9, 10, 11, 15, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 4, 5, 6, 10, 4, 5, 6, 10, 3, 4, 5, 9, 4, 5, 6, 10, 5, 6, 7, 11, 5, 6, 7, 11, 4, 5, 6, 10, 5, 6, 7, 11, 6, 7, 8, 12, 9, 10, 11, 15, 8, 9, 10, 14, 9, 10, 11, 15, 10, 11, 12, 16, 7, 8, 9, 13, 6, 7, 8, 12, 7, 8, 9, 13, 8, 9, 10, 14, 8, 9, 10, 14, 7, 8, 9, 13, 8, 9, 10, 14, 9, 10, 11, 15, 9, 10, 11, 15, 8, 9, 10, 14, 9, 10, 11, 15, 10, 11, 12, 16, 13, 14, 15, 19, 12, 13, 14, 18, 13, 14, 15, 19, 14, 15, 16, 20 }, { 2, 1, 2, 3, 1, 0, 1, 2, 2, 1, 2, 3, 3, 2, 3, 4, 3, 2, 3, 4, 2, 1, 2, 3, 3, 2, 3, 4, 4, 3, 4, 5, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 5, 4, 5, 6, 8, 7, 8, 9, 7, 6, 7, 8, 8, 7, 8, 9, 9, 8, 9, 10, 3, 2, 3, 4, 2, 1, 2, 3, 3, 2, 3, 4, 4, 3, 4, 5, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 5, 4, 5, 6, 5, 4, 5, 6, 4, 3, 4, 5, 5, 4, 5, 6, 6, 5, 6, 7, 9, 8, 9, 10, 8, 7, 8, 9, 9, 8, 9, 10, 10, 9, 10, 11, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 5, 4, 5, 6, 5, 4, 5, 6, 4, 3, 4, 5, 5, 4, 5, 6, 6, 5, 6, 7, 6, 5, 6, 7, 5, 4, 5, 6, 6, 5, 6, 7, 7, 6, 7, 8, 10, 9, 10, 11, 9, 8, 9, 10, 10, 9, 10, 11, 11, 10, 11, 12, 8, 7, 8, 9, 7, 6, 7, 8, 8, 7, 8, 9, 9, 8, 9, 10, 9, 8, 9, 10, 8, 7, 8, 9, 9, 8, 9, 10, 10, 9, 10, 11, 10, 9, 10, 11, 9, 8, 9, 10, 10, 9, 10, 11, 11, 10, 11, 12, 14, 13, 14, 15, 13, 12, 13, 14, 14, 13, 14, 15, 15, 14, 15, 16 }, { 3, 2, 1, 2, 2, 1, 0, 1, 3, 2, 1, 2, 4, 3, 2, 3, 4, 3, 2, 3, 3, 2, 1, 2, 4, 3, 2, 3, 5, 4, 3, 4, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 6, 5, 4, 5, 9, 8, 7, 8, 8, 7, 6, 7, 9, 8, 7, 8, 10, 9, 8, 9, 4, 3, 2, 3, 3, 2, 1, 2, 4, 3, 2, 3, 5, 4, 3, 4, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 6, 5, 4, 5, 6, 5, 4, 5, 5, 4, 3, 4, 6, 5, 4, 5, 7, 6, 5, 6, 10, 9, 8, 9, 9, 8, 7, 8, 10, 9, 8, 9, 11, 10, 9, 10, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 6, 5, 4, 5, 6, 5, 4, 5, 5, 4, 3, 4, 6, 5, 4, 5, 7, 6, 5, 6, 7, 6, 5, 6, 6, 5, 4, 5, 7, 6, 5, 6, 8, 7, 6, 7, 11, 10, 9, 10, 10, 9, 8, 9, 11, 10, 9, 10, 12, 11, 10, 11, 9, 8, 7, 8, 8, 7, 6, 7, 9, 8, 7, 8, 10, 9, 8, 9, 10, 9, 8, 9, 9, 8, 7, 8, 10, 9, 8, 9, 11, 10, 9, 10, 11, 10, 9, 10, 10, 9, 8, 9, 11, 10, 9, 10, 12, 11, 10, 11, 15, 14, 13, 14, 14, 13, 12, 13, 15, 14, 13, 14, 16, 15, 14, 15 }, { 7, 3, 2, 1, 6, 2, 1, 0, 7, 3, 2, 1, 8, 4, 3, 2, 8, 4, 3, 2, 7, 3, 2, 1, 8, 4, 3, 2, 9, 5, 4, 3, 9, 5, 4, 3, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 13, 9, 8, 7, 12, 8, 7, 6, 13, 9, 8, 7, 14, 10, 9, 8, 8, 4, 3, 2, 7, 3, 2, 1, 8, 4, 3, 2, 9, 5, 4, 3, 9, 5, 4, 3, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 10, 6, 5, 4, 9, 5, 4, 3, 10, 6, 5, 4, 11, 7, 6, 5, 14, 10, 9, 8, 13, 9, 8, 7, 14, 10, 9, 8, 15, 11, 10, 9, 9, 5, 4, 3, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 10, 6, 5, 4, 9, 5, 4, 3, 10, 6, 5, 4, 11, 7, 6, 5, 11, 7, 6, 5, 10, 6, 5, 4, 11, 7, 6, 5, 12, 8, 7, 6, 15, 11, 10, 9, 14, 10, 9, 8, 15, 11, 10, 9, 16, 12, 11, 10, 13, 9, 8, 7, 12, 8, 7, 6, 13, 9, 8, 7, 14, 10, 9, 8, 14, 10, 9, 8, 13, 9, 8, 7, 14, 10, 9, 8, 15, 11, 10, 9, 15, 11, 10, 9, 14, 10, 9, 8, 15, 11, 10, 9, 16, 12, 11, 10, 19, 15, 14, 13, 18, 14, 13, 12, 19, 15, 14, 13, 20, 16, 15, 14 }, { 2, 3, 4, 8, 1, 2, 3, 7, 0, 1, 2, 6, 1, 2, 3, 7, 3, 4, 5, 9, 2, 3, 4, 8, 1, 2, 3, 7, 2, 3, 4, 8, 4, 5, 6, 10, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 8, 9, 10, 14, 7, 8, 9, 13, 6, 7, 8, 12, 7, 8, 9, 13, 3, 4, 5, 9, 2, 3, 4, 8, 1, 2, 3, 7, 2, 3, 4, 8, 4, 5, 6, 10, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 5, 6, 7, 11, 4, 5, 6, 10, 3, 4, 5, 9, 4, 5, 6, 10, 9, 10, 11, 15, 8, 9, 10, 14, 7, 8, 9, 13, 8, 9, 10, 14, 4, 5, 6, 10, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 5, 6, 7, 11, 4, 5, 6, 10, 3, 4, 5, 9, 4, 5, 6, 10, 6, 7, 8, 12, 5, 6, 7, 11, 4, 5, 6, 10, 5, 6, 7, 11, 10, 11, 12, 16, 9, 10, 11, 15, 8, 9, 10, 14, 9, 10, 11, 15, 8, 9, 10, 14, 7, 8, 9, 13, 6, 7, 8, 12, 7, 8, 9, 13, 9, 10, 11, 15, 8, 9, 10, 14, 7, 8, 9, 13, 8, 9, 10, 14, 10, 11, 12, 16, 9, 10, 11, 15, 8, 9, 10, 14, 9, 10, 11, 15, 14, 15, 16, 20, 13, 14, 15, 19, 12, 13, 14, 18, 13, 14, 15, 19 }, { 3, 2, 3, 4, 2, 1, 2, 3, 1, 0, 1, 2, 2, 1, 2, 3, 4, 3, 4, 5, 3, 2, 3, 4, 2, 1, 2, 3, 3, 2, 3, 4, 5, 4, 5, 6, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 9, 8, 9, 10, 8, 7, 8, 9, 7, 6, 7, 8, 8, 7, 8, 9, 4, 3, 4, 5, 3, 2, 3, 4, 2, 1, 2, 3, 3, 2, 3, 4, 5, 4, 5, 6, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 6, 5, 6, 7, 5, 4, 5, 6, 4, 3, 4, 5, 5, 4, 5, 6, 10, 9, 10, 11, 9, 8, 9, 10, 8, 7, 8, 9, 9, 8, 9, 10, 5, 4, 5, 6, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 6, 5, 6, 7, 5, 4, 5, 6, 4, 3, 4, 5, 5, 4, 5, 6, 7, 6, 7, 8, 6, 5, 6, 7, 5, 4, 5, 6, 6, 5, 6, 7, 11, 10, 11, 12, 10, 9, 10, 11, 9, 8, 9, 10, 10, 9, 10, 11, 9, 8, 9, 10, 8, 7, 8, 9, 7, 6, 7, 8, 8, 7, 8, 9, 10, 9, 10, 11, 9, 8, 9, 10, 8, 7, 8, 9, 9, 8, 9, 10, 11, 10, 11, 12, 10, 9, 10, 11, 9, 8, 9, 10, 10, 9, 10, 11, 15, 14, 15, 16, 14, 13, 14, 15, 13, 12, 13, 14, 14, 13, 14, 15 }, { 4, 3, 2, 3, 3, 2, 1, 2, 2, 1, 0, 1, 3, 2, 1, 2, 5, 4, 3, 4, 4, 3, 2, 3, 3, 2, 1, 2, 4, 3, 2, 3, 6, 5, 4, 5, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 10, 9, 8, 9, 9, 8, 7, 8, 8, 7, 6, 7, 9, 8, 7, 8, 5, 4, 3, 4, 4, 3, 2, 3, 3, 2, 1, 2, 4, 3, 2, 3, 6, 5, 4, 5, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 7, 6, 5, 6, 6, 5, 4, 5, 5, 4, 3, 4, 6, 5, 4, 5, 11, 10, 9, 10, 10, 9, 8, 9, 9, 8, 7, 8, 10, 9, 8, 9, 6, 5, 4, 5, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 7, 6, 5, 6, 6, 5, 4, 5, 5, 4, 3, 4, 6, 5, 4, 5, 8, 7, 6, 7, 7, 6, 5, 6, 6, 5, 4, 5, 7, 6, 5, 6, 12, 11, 10, 11, 11, 10, 9, 10, 10, 9, 8, 9, 11, 10, 9, 10, 10, 9, 8, 9, 9, 8, 7, 8, 8, 7, 6, 7, 9, 8, 7, 8, 11, 10, 9, 10, 10, 9, 8, 9, 9, 8, 7, 8, 10, 9, 8, 9, 12, 11, 10, 11, 11, 10, 9, 10, 10, 9, 8, 9, 11, 10, 9, 10, 16, 15, 14, 15, 15, 14, 13, 14, 14, 13, 12, 13, 15, 14, 13, 14 }, { 8, 4, 3, 2, 7, 3, 2, 1, 6, 2, 1, 0, 7, 3, 2, 1, 9, 5, 4, 3, 8, 4, 3, 2, 7, 3, 2, 1, 8, 4, 3, 2, 10, 6, 5, 4, 9, 5, 4, 3, 8, 4, 3, 2, 9, 5, 4, 3, 14, 10, 9, 8, 13, 9, 8, 7, 12, 8, 7, 6, 13, 9, 8, 7, 9, 5, 4, 3, 8, 4, 3, 2, 7, 3, 2, 1, 8, 4, 3, 2, 10, 6, 5, 4, 9, 5, 4, 3, 8, 4, 3, 2, 9, 5, 4, 3, 11, 7, 6, 5, 10, 6, 5, 4, 9, 5, 4, 3, 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15, 14, 13, 20, 16, 15, 14, 24, 20, 19, 18, 14, 10, 9, 8, 15, 11, 10, 9, 16, 12, 11, 10, 20, 16, 15, 14, 13, 9, 8, 7, 14, 10, 9, 8, 15, 11, 10, 9, 19, 15, 14, 13, 12, 8, 7, 6, 13, 9, 8, 7, 14, 10, 9, 8, 18, 14, 13, 12, 14, 10, 9, 8, 15, 11, 10, 9, 16, 12, 11, 10, 20, 16, 15, 14, 10, 6, 5, 4, 11, 7, 6, 5, 12, 8, 7, 6, 16, 12, 11, 10, 9, 5, 4, 3, 10, 6, 5, 4, 11, 7, 6, 5, 15, 11, 10, 9, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 14, 10, 9, 8, 13, 9, 8, 7, 14, 10, 9, 8, 15, 11, 10, 9, 19, 15, 14, 13, 9, 5, 4, 3, 10, 6, 5, 4, 11, 7, 6, 5, 15, 11, 10, 9, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 14, 10, 9, 8, 7, 3, 2, 1, 8, 4, 3, 2, 9, 5, 4, 3, 13, 9, 8, 7, 12, 8, 7, 6, 13, 9, 8, 7, 14, 10, 9, 8, 18, 14, 13, 12, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 14, 10, 9, 8, 7, 3, 2, 1, 8, 4, 3, 2, 9, 5, 4, 3, 13, 9, 8, 7, 6, 2, 1, 0, 7, 3, 2, 1, 8, 4, 3, 2, 12, 8, 7, 6 }, { 13, 14, 15, 19, 12, 13, 14, 18, 13, 14, 15, 19, 14, 15, 16, 20, 9, 10, 11, 15, 8, 9, 10, 14, 9, 10, 11, 15, 10, 11, 12, 16, 8, 9, 10, 14, 7, 8, 9, 13, 8, 9, 10, 14, 9, 10, 11, 15, 7, 8, 9, 13, 6, 7, 8, 12, 7, 8, 9, 13, 8, 9, 10, 14, 9, 10, 11, 15, 8, 9, 10, 14, 9, 10, 11, 15, 10, 11, 12, 16, 5, 6, 7, 11, 4, 5, 6, 10, 5, 6, 7, 11, 6, 7, 8, 12, 4, 5, 6, 10, 3, 4, 5, 9, 4, 5, 6, 10, 5, 6, 7, 11, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 4, 5, 6, 10, 8, 9, 10, 14, 7, 8, 9, 13, 8, 9, 10, 14, 9, 10, 11, 15, 4, 5, 6, 10, 3, 4, 5, 9, 4, 5, 6, 10, 5, 6, 7, 11, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 4, 5, 6, 10, 2, 3, 4, 8, 1, 2, 3, 7, 2, 3, 4, 8, 3, 4, 5, 9, 7, 8, 9, 13, 6, 7, 8, 12, 7, 8, 9, 13, 8, 9, 10, 14, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 4, 5, 6, 10, 2, 3, 4, 8, 1, 2, 3, 7, 2, 3, 4, 8, 3, 4, 5, 9, 1, 2, 3, 7, 0, 1, 2, 6, 1, 2, 3, 7, 2, 3, 4, 8 }, { 14, 13, 14, 15, 13, 12, 13, 14, 14, 13, 14, 15, 15, 14, 15, 16, 10, 9, 10, 11, 9, 8, 9, 10, 10, 9, 10, 11, 11, 10, 11, 12, 9, 8, 9, 10, 8, 7, 8, 9, 9, 8, 9, 10, 10, 9, 10, 11, 8, 7, 8, 9, 7, 6, 7, 8, 8, 7, 8, 9, 9, 8, 9, 10, 10, 9, 10, 11, 9, 8, 9, 10, 10, 9, 10, 11, 11, 10, 11, 12, 6, 5, 6, 7, 5, 4, 5, 6, 6, 5, 6, 7, 7, 6, 7, 8, 5, 4, 5, 6, 4, 3, 4, 5, 5, 4, 5, 6, 6, 5, 6, 7, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 5, 4, 5, 6, 9, 8, 9, 10, 8, 7, 8, 9, 9, 8, 9, 10, 10, 9, 10, 11, 5, 4, 5, 6, 4, 3, 4, 5, 5, 4, 5, 6, 6, 5, 6, 7, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 5, 4, 5, 6, 3, 2, 3, 4, 2, 1, 2, 3, 3, 2, 3, 4, 4, 3, 4, 5, 8, 7, 8, 9, 7, 6, 7, 8, 8, 7, 8, 9, 9, 8, 9, 10, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 5, 4, 5, 6, 3, 2, 3, 4, 2, 1, 2, 3, 3, 2, 3, 4, 4, 3, 4, 5, 2, 1, 2, 3, 1, 0, 1, 2, 2, 1, 2, 3, 3, 2, 3, 4 }, { 15, 14, 13, 14, 14, 13, 12, 13, 15, 14, 13, 14, 16, 15, 14, 15, 11, 10, 9, 10, 10, 9, 8, 9, 11, 10, 9, 10, 12, 11, 10, 11, 10, 9, 8, 9, 9, 8, 7, 8, 10, 9, 8, 9, 11, 10, 9, 10, 9, 8, 7, 8, 8, 7, 6, 7, 9, 8, 7, 8, 10, 9, 8, 9, 11, 10, 9, 10, 10, 9, 8, 9, 11, 10, 9, 10, 12, 11, 10, 11, 7, 6, 5, 6, 6, 5, 4, 5, 7, 6, 5, 6, 8, 7, 6, 7, 6, 5, 4, 5, 5, 4, 3, 4, 6, 5, 4, 5, 7, 6, 5, 6, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 6, 5, 4, 5, 10, 9, 8, 9, 9, 8, 7, 8, 10, 9, 8, 9, 11, 10, 9, 10, 6, 5, 4, 5, 5, 4, 3, 4, 6, 5, 4, 5, 7, 6, 5, 6, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 6, 5, 4, 5, 4, 3, 2, 3, 3, 2, 1, 2, 4, 3, 2, 3, 5, 4, 3, 4, 9, 8, 7, 8, 8, 7, 6, 7, 9, 8, 7, 8, 10, 9, 8, 9, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 6, 5, 4, 5, 4, 3, 2, 3, 3, 2, 1, 2, 4, 3, 2, 3, 5, 4, 3, 4, 3, 2, 1, 2, 2, 1, 0, 1, 3, 2, 1, 2, 4, 3, 2, 3 }, { 19, 15, 14, 13, 18, 14, 13, 12, 19, 15, 14, 13, 20, 16, 15, 14, 15, 11, 10, 9, 14, 10, 9, 8, 15, 11, 10, 9, 16, 12, 11, 10, 14, 10, 9, 8, 13, 9, 8, 7, 14, 10, 9, 8, 15, 11, 10, 9, 13, 9, 8, 7, 12, 8, 7, 6, 13, 9, 8, 7, 14, 10, 9, 8, 15, 11, 10, 9, 14, 10, 9, 8, 15, 11, 10, 9, 16, 12, 11, 10, 11, 7, 6, 5, 10, 6, 5, 4, 11, 7, 6, 5, 12, 8, 7, 6, 10, 6, 5, 4, 9, 5, 4, 3, 10, 6, 5, 4, 11, 7, 6, 5, 9, 5, 4, 3, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 14, 10, 9, 8, 13, 9, 8, 7, 14, 10, 9, 8, 15, 11, 10, 9, 10, 6, 5, 4, 9, 5, 4, 3, 10, 6, 5, 4, 11, 7, 6, 5, 9, 5, 4, 3, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 8, 4, 3, 2, 7, 3, 2, 1, 8, 4, 3, 2, 9, 5, 4, 3, 13, 9, 8, 7, 12, 8, 7, 6, 13, 9, 8, 7, 14, 10, 9, 8, 9, 5, 4, 3, 8, 4, 3, 2, 9, 5, 4, 3, 10, 6, 5, 4, 8, 4, 3, 2, 7, 3, 2, 1, 8, 4, 3, 2, 9, 5, 4, 3, 7, 3, 2, 1, 6, 2, 1, 0, 7, 3, 2, 1, 8, 4, 3, 2 }, { 14, 15, 16, 20, 13, 14, 15, 19, 12, 13, 14, 18, 13, 14, 15, 19, 10, 11, 12, 16, 9, 10, 11, 15, 8, 9, 10, 14, 9, 10, 11, 15, 9, 10, 11, 15, 8, 9, 10, 14, 7, 8, 9, 13, 8, 9, 10, 14, 8, 9, 10, 14, 7, 8, 9, 13, 6, 7, 8, 12, 7, 8, 9, 13, 10, 11, 12, 16, 9, 10, 11, 15, 8, 9, 10, 14, 9, 10, 11, 15, 6, 7, 8, 12, 5, 6, 7, 11, 4, 5, 6, 10, 5, 6, 7, 11, 5, 6, 7, 11, 4, 5, 6, 10, 3, 4, 5, 9, 4, 5, 6, 10, 4, 5, 6, 10, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 9, 10, 11, 15, 8, 9, 10, 14, 7, 8, 9, 13, 8, 9, 10, 14, 5, 6, 7, 11, 4, 5, 6, 10, 3, 4, 5, 9, 4, 5, 6, 10, 4, 5, 6, 10, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 3, 4, 5, 9, 2, 3, 4, 8, 1, 2, 3, 7, 2, 3, 4, 8, 8, 9, 10, 14, 7, 8, 9, 13, 6, 7, 8, 12, 7, 8, 9, 13, 4, 5, 6, 10, 3, 4, 5, 9, 2, 3, 4, 8, 3, 4, 5, 9, 3, 4, 5, 9, 2, 3, 4, 8, 1, 2, 3, 7, 2, 3, 4, 8, 2, 3, 4, 8, 1, 2, 3, 7, 0, 1, 2, 6, 1, 2, 3, 7 }, { 15, 14, 15, 16, 14, 13, 14, 15, 13, 12, 13, 14, 14, 13, 14, 15, 11, 10, 11, 12, 10, 9, 10, 11, 9, 8, 9, 10, 10, 9, 10, 11, 10, 9, 10, 11, 9, 8, 9, 10, 8, 7, 8, 9, 9, 8, 9, 10, 9, 8, 9, 10, 8, 7, 8, 9, 7, 6, 7, 8, 8, 7, 8, 9, 11, 10, 11, 12, 10, 9, 10, 11, 9, 8, 9, 10, 10, 9, 10, 11, 7, 6, 7, 8, 6, 5, 6, 7, 5, 4, 5, 6, 6, 5, 6, 7, 6, 5, 6, 7, 5, 4, 5, 6, 4, 3, 4, 5, 5, 4, 5, 6, 5, 4, 5, 6, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 10, 9, 10, 11, 9, 8, 9, 10, 8, 7, 8, 9, 9, 8, 9, 10, 6, 5, 6, 7, 5, 4, 5, 6, 4, 3, 4, 5, 5, 4, 5, 6, 5, 4, 5, 6, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 4, 3, 4, 5, 3, 2, 3, 4, 2, 1, 2, 3, 3, 2, 3, 4, 9, 8, 9, 10, 8, 7, 8, 9, 7, 6, 7, 8, 8, 7, 8, 9, 5, 4, 5, 6, 4, 3, 4, 5, 3, 2, 3, 4, 4, 3, 4, 5, 4, 3, 4, 5, 3, 2, 3, 4, 2, 1, 2, 3, 3, 2, 3, 4, 3, 2, 3, 4, 2, 1, 2, 3, 1, 0, 1, 2, 2, 1, 2, 3 }, { 16, 15, 14, 15, 15, 14, 13, 14, 14, 13, 12, 13, 15, 14, 13, 14, 12, 11, 10, 11, 11, 10, 9, 10, 10, 9, 8, 9, 11, 10, 9, 10, 11, 10, 9, 10, 10, 9, 8, 9, 9, 8, 7, 8, 10, 9, 8, 9, 10, 9, 8, 9, 9, 8, 7, 8, 8, 7, 6, 7, 9, 8, 7, 8, 12, 11, 10, 11, 11, 10, 9, 10, 10, 9, 8, 9, 11, 10, 9, 10, 8, 7, 6, 7, 7, 6, 5, 6, 6, 5, 4, 5, 7, 6, 5, 6, 7, 6, 5, 6, 6, 5, 4, 5, 5, 4, 3, 4, 6, 5, 4, 5, 6, 5, 4, 5, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 11, 10, 9, 10, 10, 9, 8, 9, 9, 8, 7, 8, 10, 9, 8, 9, 7, 6, 5, 6, 6, 5, 4, 5, 5, 4, 3, 4, 6, 5, 4, 5, 6, 5, 4, 5, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 5, 4, 3, 4, 4, 3, 2, 3, 3, 2, 1, 2, 4, 3, 2, 3, 10, 9, 8, 9, 9, 8, 7, 8, 8, 7, 6, 7, 9, 8, 7, 8, 6, 5, 4, 5, 5, 4, 3, 4, 4, 3, 2, 3, 5, 4, 3, 4, 5, 4, 3, 4, 4, 3, 2, 3, 3, 2, 1, 2, 4, 3, 2, 3, 4, 3, 2, 3, 3, 2, 1, 2, 2, 1, 0, 1, 3, 2, 1, 2 }, { 20, 16, 15, 14, 19, 15, 14, 13, 18, 14, 13, 12, 19, 15, 14, 13, 16, 12, 11, 10, 15, 11, 10, 9, 14, 10, 9, 8, 15, 11, 10, 9, 15, 11, 10, 9, 14, 10, 9, 8, 13, 9, 8, 7, 14, 10, 9, 8, 14, 10, 9, 8, 13, 9, 8, 7, 12, 8, 7, 6, 13, 9, 8, 7, 16, 12, 11, 10, 15, 11, 10, 9, 14, 10, 9, 8, 15, 11, 10, 9, 12, 8, 7, 6, 11, 7, 6, 5, 10, 6, 5, 4, 11, 7, 6, 5, 11, 7, 6, 5, 10, 6, 5, 4, 9, 5, 4, 3, 10, 6, 5, 4, 10, 6, 5, 4, 9, 5, 4, 3, 8, 4, 3, 2, 9, 5, 4, 3, 15, 11, 10, 9, 14, 10, 9, 8, 13, 9, 8, 7, 14, 10, 9, 8, 11, 7, 6, 5, 10, 6, 5, 4, 9, 5, 4, 3, 10, 6, 5, 4, 10, 6, 5, 4, 9, 5, 4, 3, 8, 4, 3, 2, 9, 5, 4, 3, 9, 5, 4, 3, 8, 4, 3, 2, 7, 3, 2, 1, 8, 4, 3, 2, 14, 10, 9, 8, 13, 9, 8, 7, 12, 8, 7, 6, 13, 9, 8, 7, 10, 6, 5, 4, 9, 5, 4, 3, 8, 4, 3, 2, 9, 5, 4, 3, 9, 5, 4, 3, 8, 4, 3, 2, 7, 3, 2, 1, 8, 4, 3, 2, 8, 4, 3, 2, 7, 3, 2, 1, 6, 2, 1, 0, 7, 3, 2, 1 }, { 18, 19, 20, 24, 14, 15, 16, 20, 13, 14, 15, 19, 12, 13, 14, 18, 14, 15, 16, 20, 10, 11, 12, 16, 9, 10, 11, 15, 8, 9, 10, 14, 13, 14, 15, 19, 9, 10, 11, 15, 8, 9, 10, 14, 7, 8, 9, 13, 12, 13, 14, 18, 8, 9, 10, 14, 7, 8, 9, 13, 6, 7, 8, 12, 14, 15, 16, 20, 10, 11, 12, 16, 9, 10, 11, 15, 8, 9, 10, 14, 10, 11, 12, 16, 6, 7, 8, 12, 5, 6, 7, 11, 4, 5, 6, 10, 9, 10, 11, 15, 5, 6, 7, 11, 4, 5, 6, 10, 3, 4, 5, 9, 8, 9, 10, 14, 4, 5, 6, 10, 3, 4, 5, 9, 2, 3, 4, 8, 13, 14, 15, 19, 9, 10, 11, 15, 8, 9, 10, 14, 7, 8, 9, 13, 9, 10, 11, 15, 5, 6, 7, 11, 4, 5, 6, 10, 3, 4, 5, 9, 8, 9, 10, 14, 4, 5, 6, 10, 3, 4, 5, 9, 2, 3, 4, 8, 7, 8, 9, 13, 3, 4, 5, 9, 2, 3, 4, 8, 1, 2, 3, 7, 12, 13, 14, 18, 8, 9, 10, 14, 7, 8, 9, 13, 6, 7, 8, 12, 8, 9, 10, 14, 4, 5, 6, 10, 3, 4, 5, 9, 2, 3, 4, 8, 7, 8, 9, 13, 3, 4, 5, 9, 2, 3, 4, 8, 1, 2, 3, 7, 6, 7, 8, 12, 2, 3, 4, 8, 1, 2, 3, 7, 0, 1, 2, 6 }, { 19, 18, 19, 20, 15, 14, 15, 16, 14, 13, 14, 15, 13, 12, 13, 14, 15, 14, 15, 16, 11, 10, 11, 12, 10, 9, 10, 11, 9, 8, 9, 10, 14, 13, 14, 15, 10, 9, 10, 11, 9, 8, 9, 10, 8, 7, 8, 9, 13, 12, 13, 14, 9, 8, 9, 10, 8, 7, 8, 9, 7, 6, 7, 8, 15, 14, 15, 16, 11, 10, 11, 12, 10, 9, 10, 11, 9, 8, 9, 10, 11, 10, 11, 12, 7, 6, 7, 8, 6, 5, 6, 7, 5, 4, 5, 6, 10, 9, 10, 11, 6, 5, 6, 7, 5, 4, 5, 6, 4, 3, 4, 5, 9, 8, 9, 10, 5, 4, 5, 6, 4, 3, 4, 5, 3, 2, 3, 4, 14, 13, 14, 15, 10, 9, 10, 11, 9, 8, 9, 10, 8, 7, 8, 9, 10, 9, 10, 11, 6, 5, 6, 7, 5, 4, 5, 6, 4, 3, 4, 5, 9, 8, 9, 10, 5, 4, 5, 6, 4, 3, 4, 5, 3, 2, 3, 4, 8, 7, 8, 9, 4, 3, 4, 5, 3, 2, 3, 4, 2, 1, 2, 3, 13, 12, 13, 14, 9, 8, 9, 10, 8, 7, 8, 9, 7, 6, 7, 8, 9, 8, 9, 10, 5, 4, 5, 6, 4, 3, 4, 5, 3, 2, 3, 4, 8, 7, 8, 9, 4, 3, 4, 5, 3, 2, 3, 4, 2, 1, 2, 3, 7, 6, 7, 8, 3, 2, 3, 4, 2, 1, 2, 3, 1, 0, 1, 2 }, { 20, 19, 18, 19, 16, 15, 14, 15, 15, 14, 13, 14, 14, 13, 12, 13, 16, 15, 14, 15, 12, 11, 10, 11, 11, 10, 9, 10, 10, 9, 8, 9, 15, 14, 13, 14, 11, 10, 9, 10, 10, 9, 8, 9, 9, 8, 7, 8, 14, 13, 12, 13, 10, 9, 8, 9, 9, 8, 7, 8, 8, 7, 6, 7, 16, 15, 14, 15, 12, 11, 10, 11, 11, 10, 9, 10, 10, 9, 8, 9, 12, 11, 10, 11, 8, 7, 6, 7, 7, 6, 5, 6, 6, 5, 4, 5, 11, 10, 9, 10, 7, 6, 5, 6, 6, 5, 4, 5, 5, 4, 3, 4, 10, 9, 8, 9, 6, 5, 4, 5, 5, 4, 3, 4, 4, 3, 2, 3, 15, 14, 13, 14, 11, 10, 9, 10, 10, 9, 8, 9, 9, 8, 7, 8, 11, 10, 9, 10, 7, 6, 5, 6, 6, 5, 4, 5, 5, 4, 3, 4, 10, 9, 8, 9, 6, 5, 4, 5, 5, 4, 3, 4, 4, 3, 2, 3, 9, 8, 7, 8, 5, 4, 3, 4, 4, 3, 2, 3, 3, 2, 1, 2, 14, 13, 12, 13, 10, 9, 8, 9, 9, 8, 7, 8, 8, 7, 6, 7, 10, 9, 8, 9, 6, 5, 4, 5, 5, 4, 3, 4, 4, 3, 2, 3, 9, 8, 7, 8, 5, 4, 3, 4, 4, 3, 2, 3, 3, 2, 1, 2, 8, 7, 6, 7, 4, 3, 2, 3, 3, 2, 1, 2, 2, 1, 0, 1 }, { 24, 20, 19, 18, 20, 16, 15, 14, 19, 15, 14, 13, 18, 14, 13, 12, 20, 16, 15, 14, 16, 12, 11, 10, 15, 11, 10, 9, 14, 10, 9, 8, 19, 15, 14, 13, 15, 11, 10, 9, 14, 10, 9, 8, 13, 9, 8, 7, 18, 14, 13, 12, 14, 10, 9, 8, 13, 9, 8, 7, 12, 8, 7, 6, 20, 16, 15, 14, 16, 12, 11, 10, 15, 11, 10, 9, 14, 10, 9, 8, 16, 12, 11, 10, 12, 8, 7, 6, 11, 7, 6, 5, 10, 6, 5, 4, 15, 11, 10, 9, 11, 7, 6, 5, 10, 6, 5, 4, 9, 5, 4, 3, 14, 10, 9, 8, 10, 6, 5, 4, 9, 5, 4, 3, 8, 4, 3, 2, 19, 15, 14, 13, 15, 11, 10, 9, 14, 10, 9, 8, 13, 9, 8, 7, 15, 11, 10, 9, 11, 7, 6, 5, 10, 6, 5, 4, 9, 5, 4, 3, 14, 10, 9, 8, 10, 6, 5, 4, 9, 5, 4, 3, 8, 4, 3, 2, 13, 9, 8, 7, 9, 5, 4, 3, 8, 4, 3, 2, 7, 3, 2, 1, 18, 14, 13, 12, 14, 10, 9, 8, 13, 9, 8, 7, 12, 8, 7, 6, 14, 10, 9, 8, 10, 6, 5, 4, 9, 5, 4, 3, 8, 4, 3, 2, 13, 9, 8, 7, 9, 5, 4, 3, 8, 4, 3, 2, 7, 3, 2, 1, 12, 8, 7, 6, 8, 4, 3, 2, 7, 3, 2, 1, 6, 2, 1, 0 } }; // Pearson's algorithm unsigned char b_mapping(unsigned char salt, unsigned char i, unsigned char j, unsigned char k) { unsigned char h = 0; h = v_table[h ^ salt]; h = v_table[h ^ i]; h = v_table[h ^ j]; h = v_table[h ^ k]; return h; } #define LOG_1_5 0.4054651 #define LOG_1_3 0.26236426 #define LOG_1_1 0.095310180 unsigned char l_capturing(unsigned int len) { int i; if( len <= 656 ) { i = (int) floor( std::log((float) len) / LOG_1_5 ); } else if( len <= 3199 ) { i = (int) floor( std::log((float) len) / LOG_1_3 - 8.72777 ); } else { i = (int) floor( std::log((float) len) / LOG_1_1 - 62.5472 ); } return (unsigned char) (i & 0xFF); } int mod_diff(unsigned int x, unsigned int y, unsigned int R) { int dl = 0; int dr = 0; if ( y > x ){ dl = (int)(y - x); dr = (int)(x + R - y); }else{ dl = (int)(x - y); dr = (int)(y + R - x); } return (dl > dr ? dr : dl); } int h_distance( int len, const unsigned char x[], const unsigned char y[]) { int diff = 0; for( int i=0; i> 4) & 0x0F; byte |= ((in & 0x0F) << 4) & 0xF0; return byte; } void to_hex( unsigned char * psrc, int len, char* pdest ) { static unsigned char HexLookup[513]= { "000102030405060708090A0B0C0D0E0F" "101112131415161718191A1B1C1D1E1F" "202122232425262728292A2B2C2D2E2F" "303132333435363738393A3B3C3D3E3F" "404142434445464748494A4B4C4D4E4F" "505152535455565758595A5B5C5D5E5F" "606162636465666768696A6B6C6D6E6F" "707172737475767778797A7B7C7D7E7F" "808182838485868788898A8B8C8D8E8F" "909192939495969798999A9B9C9D9E9F" "A0A1A2A3A4A5A6A7A8A9AAABACADAEAF" "B0B1B2B3B4B5B6B7B8B9BABBBCBDBEBF" "C0C1C2C3C4C5C6C7C8C9CACBCCCDCECF" "D0D1D2D3D4D5D6D7D8D9DADBDCDDDEDF" "E0E1E2E3E4E5E6E7E8E9EAEBECEDEEEF" "F0F1F2F3F4F5F6F7F8F9FAFBFCFDFEFF" }; unsigned short* pwHex = (unsigned short*)HexLookup; unsigned short* pwDest= (unsigned short*)pdest; for (int i=0; i?@ (gap) 10,11,12,13,14,15, // ABCDEF 0,0,0,0,0,0,0,0,0,0,0,0,0, // GHIJKLMNOPQRS (gap) 0,0,0,0,0,0,0,0,0,0,0,0,0, // TUVWXYZ[/]^_` (gap) 10,11,12,13,14,15 // abcdef }; for (int i=0; i #include #include #include #include #include #include #define RANGE_LVALUE 256 #define RANGE_QRATIO 16 #ifdef UNITTEST #define LOCAL_FUNCTION #else #define LOCAL_FUNCTION static #endif LOCAL_FUNCTION void find_quartile(unsigned int *q1, unsigned int *q2, unsigned int *q3, const unsigned int * a_bucket); LOCAL_FUNCTION unsigned int partition(unsigned int * buf, unsigned int left, unsigned int right); //////////////////////////////////////////////////////////////////////////////////////////////// TlshImpl::TlshImpl() : a_bucket(NULL), data_len(0), lsh_code(NULL), lsh_code_valid(false) { memset(this->slide_window, 0, sizeof this->slide_window); memset(&this->lsh_bin, 0, sizeof this->lsh_bin); } TlshImpl::~TlshImpl() { delete [] this->a_bucket; delete [] this->lsh_code; } void TlshImpl::reset() { delete [] this->a_bucket; this->a_bucket = NULL; memset(this->slide_window, 0, sizeof this->slide_window); delete [] this->lsh_code; this->lsh_code = NULL; memset(&this->lsh_bin, 0, sizeof this->lsh_bin); this->data_len = 0; this->lsh_code_valid = false; } void TlshImpl::update(const unsigned char* data, unsigned int len) { #define RNG_SIZE SLIDING_WND_SIZE #define RNG_IDX(i) ((i+RNG_SIZE)%RNG_SIZE) int j = (int)(this->data_len % RNG_SIZE); unsigned int fed_len = this->data_len; if (this->a_bucket == NULL) { this->a_bucket = new unsigned int [BUCKETS]; memset(this->a_bucket, 0, sizeof(int)*BUCKETS); } for( unsigned int i=0; islide_window[j] = data[i]; if ( fed_len >= 4 ) { //only calculate when input >= 5 bytes int j_1 = RNG_IDX(j-1); int j_2 = RNG_IDX(j-2); int j_3 = RNG_IDX(j-3); int j_4 = RNG_IDX(j-4); for (int k = 0; k < TLSH_CHECKSUM_LEN; k++) { if (k == 0) { this->lsh_bin.checksum[k] = b_mapping(0, this->slide_window[j], this->slide_window[j_1], this->lsh_bin.checksum[k]); } else { // use calculated 1 byte checksums to expand the total checksum to 3 bytes this->lsh_bin.checksum[k] = b_mapping(this->lsh_bin.checksum[k-1], this->slide_window[j], this->slide_window[j_1], this->lsh_bin.checksum[k]); } } unsigned char r; r = b_mapping(2, this->slide_window[j], this->slide_window[j_1], this->slide_window[j_2]); this->a_bucket[r]++; r = b_mapping(3, this->slide_window[j], this->slide_window[j_1], this->slide_window[j_3]); this->a_bucket[r]++; r = b_mapping(5, this->slide_window[j], this->slide_window[j_2], this->slide_window[j_3]); this->a_bucket[r]++; r = b_mapping(7, this->slide_window[j], this->slide_window[j_2], this->slide_window[j_4]); this->a_bucket[r]++; r = b_mapping(11, this->slide_window[j], this->slide_window[j_1], this->slide_window[j_4]); this->a_bucket[r]++; r = b_mapping(13, this->slide_window[j], this->slide_window[j_3], this->slide_window[j_4]); this->a_bucket[r]++; } } this->data_len += len; } /* to signal the class there is no more data to be added */ void TlshImpl::final() { // incoming data must more than or equal to MIN_DATA_LENGTH bytes if (this->data_len < MIN_DATA_LENGTH) { // this->lsh_code be empty delete [] this->a_bucket; this->a_bucket = NULL; return; } unsigned int q1, q2, q3; find_quartile(&q1, &q2, &q3, this->a_bucket); // buckets must be more than 50% non-zero int nonzero = 0; for(unsigned int i=0; ia_bucket[4*i + j] > 0) { nonzero++; } } } if (nonzero <= 4*CODE_SIZE/2) { delete [] this->a_bucket; this->a_bucket = NULL; return; } for(unsigned int i=0; ia_bucket[4*i + j]; if( q3 < k ) { h += 3 << (j*2); // leave the optimization j*2 = j<<1 or j*2 = j+j for compiler } else if( q2 < k ) { h += 2 << (j*2); } else if( q1 < k ) { h += 1 << (j*2); } } this->lsh_bin.tmp_code[i] = h; } //Done with a_bucket so deallocate delete [] this->a_bucket; this->a_bucket = NULL; this->lsh_bin.Lvalue = l_capturing(this->data_len); this->lsh_bin.Q.QR.Q1ratio = (unsigned int) ((float)(q1*100)/(float) q3) % 16; this->lsh_bin.Q.QR.Q2ratio = (unsigned int) ((float)(q2*100)/(float) q3) % 16; this->lsh_code_valid = true; } int TlshImpl::fromTlshStr(const char* str) { // Validate input string for( int i=0; i < TLSH_STRING_LEN; i++ ) if (!( (str[i] >= '0' && str[i] <= '9') || (str[i] >= 'A' && str[i] <= 'F') || (str[i] >= 'a' && str[i] <= 'f') )) { return 1; } this->reset(); lsh_bin_struct tmp; from_hex( str, TLSH_STRING_LEN, (unsigned char*)&tmp ); // Reconstruct checksum, Qrations & lvalue for (int k = 0; k < TLSH_CHECKSUM_LEN; k++) { this->lsh_bin.checksum[k] = swap_byte(tmp.checksum[k]); } this->lsh_bin.Lvalue = swap_byte( tmp.Lvalue ); this->lsh_bin.Q.QB = swap_byte(tmp.Q.QB); for( int i=0; i < CODE_SIZE; i++ ){ this->lsh_bin.tmp_code[i] = (tmp.tmp_code[CODE_SIZE-1-i]); } this->lsh_code_valid = true; return 0; } const char* TlshImpl::hash(char *buffer, unsigned int bufSize) const { if (bufSize < TLSH_STRING_LEN + 1) { strncpy(buffer, "", bufSize); return buffer; } if (this->lsh_code_valid == false) { strncpy(buffer, "", bufSize); return buffer; } lsh_bin_struct tmp; for (int k = 0; k < TLSH_CHECKSUM_LEN; k++) { tmp.checksum[k] = swap_byte( this->lsh_bin.checksum[k] ); } tmp.Lvalue = swap_byte( this->lsh_bin.Lvalue ); tmp.Q.QB = swap_byte( this->lsh_bin.Q.QB ); for( int i=0; i < CODE_SIZE; i++ ){ tmp.tmp_code[i] = (this->lsh_bin.tmp_code[CODE_SIZE-1-i]); } to_hex( (unsigned char*)&tmp, sizeof(tmp), buffer); return buffer; } /* to get the hex-encoded hash code */ const char* TlshImpl::hash() const { if (this->lsh_code != NULL) { // lsh_code has been previously calculated, so just return it return this->lsh_code; } this->lsh_code = new char [TLSH_STRING_LEN+1]; memset(this->lsh_code, 0, TLSH_STRING_LEN+1); return hash(this->lsh_code, TLSH_STRING_LEN+1); } // compare int TlshImpl::compare(const TlshImpl& other) const { return (memcmp( &(this->lsh_bin), &(other.lsh_bin), sizeof(this->lsh_bin))); } int TlshImpl::totalDiff(const TlshImpl& other, bool len_diff) const { int diff = 0; if (len_diff) { int ldiff = mod_diff( this->lsh_bin.Lvalue, other.lsh_bin.Lvalue, RANGE_LVALUE); if ( ldiff == 0 ) diff = 0; else if ( ldiff == 1 ) diff = 1; else diff += ldiff*12; } int q1diff = mod_diff( this->lsh_bin.Q.QR.Q1ratio, other.lsh_bin.Q.QR.Q1ratio, RANGE_QRATIO); if ( q1diff <= 1 ) diff += q1diff; else diff += (q1diff-1)*12; int q2diff = mod_diff( this->lsh_bin.Q.QR.Q2ratio, other.lsh_bin.Q.QR.Q2ratio, RANGE_QRATIO); if ( q2diff <= 1) diff += q2diff; else diff += (q2diff-1)*12; for (int k = 0; k < TLSH_CHECKSUM_LEN; k++) { if (this->lsh_bin.checksum[k] != other.lsh_bin.checksum[k] ) { diff ++; break; } } diff += h_distance( CODE_SIZE, this->lsh_bin.tmp_code, other.lsh_bin.tmp_code ); return (diff); } #define SWAP_UINT(x,y) do {\ unsigned int int_tmp = (x); \ (x) = (y); \ (y) = int_tmp; } while(0) void find_quartile(unsigned int *q1, unsigned int *q2, unsigned int *q3, const unsigned int * a_bucket) { unsigned int bucket_copy[EFF_BUCKETS], short_cut_left[EFF_BUCKETS], short_cut_right[EFF_BUCKETS], spl=0, spr=0; unsigned int p1 = EFF_BUCKETS/4-1; unsigned int p2 = EFF_BUCKETS/2-1; unsigned int p3 = EFF_BUCKETS-EFF_BUCKETS/4-1; unsigned int end = EFF_BUCKETS-1; for(unsigned int i=0; i<=end; i++) { bucket_copy[i] = a_bucket[i]; } for( unsigned int l=0, r=end; ; ) { unsigned int ret = partition( bucket_copy, l, r ); if( ret > p2 ) { r = ret - 1; short_cut_right[spr] = ret; spr++; } else if( ret < p2 ){ l = ret + 1; short_cut_left[spl] = ret; spl++; } else { *q2 = bucket_copy[p2]; break; } } short_cut_left[spl] = p2-1; short_cut_right[spr] = p2+1; for( unsigned int i=0, l=0; i<=spl; i++ ) { unsigned int r = short_cut_left[i]; if( r > p1 ) { for( ; ; ) { unsigned int ret = partition( bucket_copy, l, r ); if( ret > p1 ) { r = ret-1; } else if( ret < p1 ) { l = ret+1; } else { *q1 = bucket_copy[p1]; break; } } break; } else if( r < p1 ) { l = r; } else { *q1 = bucket_copy[p1]; break; } } for( unsigned int i=0, r=end; i<=spr; i++ ) { unsigned int l = short_cut_right[i]; if( l < p3 ) { for( ; ; ) { unsigned int ret = partition( bucket_copy, l, r ); if( ret > p3 ) { r = ret-1; } else if( ret < p3 ) { l = ret+1; } else { *q3 = bucket_copy[p3]; break; } } break; } else if( l > p3 ) { r = l; } else { *q3 = bucket_copy[p3]; break; } } } unsigned int partition(unsigned int * buf, unsigned int left, unsigned int right) { if( left == right ) { return left; } if( left+1 == right ) { if( buf[left] > buf[right] ) { SWAP_UINT( buf[left], buf[right] ); } return left; } unsigned int ret = left, pivot = (left + right)>>1; unsigned int val = buf[pivot]; buf[pivot] = buf[right]; buf[right] = val; for( unsigned int i = left; i < right; i++ ) { if( buf[i] < val ) { SWAP_UINT( buf[ret], buf[i] ); ret++; } } buf[right] = buf[ret]; buf[ret] = val; return ret; } tlsh-3.4.4+20151206/src/tlsh.cpp0000644000175000017500000000601012630710257014661 0ustar lunarlunar/* * Copyright 2013 Trend Micro Incorporated * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #include "tlsh.h" #include "tlsh_impl.h" #include "stdio.h" #include "version.h" #include #include ///////////////////////////////////////////////////// // C++ Implementation Tlsh::Tlsh():impl(NULL) { impl = new TlshImpl(); } Tlsh::~Tlsh() { delete impl; } const char *Tlsh::version() { static char versionBuf[256]; if (versionBuf[0] == '\0') snprintf(versionBuf, sizeof(versionBuf), "%d.%d.%d %s %s", VERSION_MAJOR, VERSION_MINOR, VERSION_PATCH, TLSH_HASH, TLSH_CHECKSUM); return versionBuf; } void Tlsh::update(const unsigned char* data, unsigned int len) { // The python module does not call the Tlsh constructor, so allocate impl if NULL if ( NULL == impl ) impl = new TlshImpl(); if ( NULL != impl ) impl->update(data, len); } void Tlsh::final(const unsigned char* data, unsigned int len) { // The python module does not call the Tlsh constructor, so allocate impl if NULL if ( NULL == impl ) impl = new TlshImpl(); if ( NULL != impl ){ if ( NULL != data && len > 0 ) impl->update(data, len); impl->final(); } } const char* Tlsh::getHash() const { if ( NULL != impl ) return impl->hash(); else return ""; } const char* Tlsh::getHash (char *buffer, unsigned int bufSize) const { if ( NULL != impl ) return impl->hash(buffer, bufSize); else { buffer[0] = '\0'; return buffer; } } void Tlsh::reset() { if ( NULL != impl ) impl->reset(); } bool Tlsh::operator==(const Tlsh& other) const { if( this == &other ) return true; else if( NULL == impl || NULL == other.impl ) return false; else return ( 0 == impl->compare(*other.impl) ); } bool Tlsh::operator!=(const Tlsh& other) const { return !(*this==other); } int Tlsh::totalDiff(const Tlsh *other, bool len_diff) const { if( NULL==impl || NULL == other || NULL == other->impl ) return -(EINVAL); else if ( this == other ) return 0; else return (impl->totalDiff(*other->impl, len_diff)); } int Tlsh::fromTlshStr(const char* str) { // The python module does not call the Tlsh constructor, so allocate impl if NULL if ( NULL == impl ) impl = new TlshImpl(); if ( NULL == impl ) return -(ENOMEM); else if ( NULL == str ) return -(EINVAL); else return impl->fromTlshStr(str); } tlsh-3.4.4+20151206/README.md0000644000175000017500000002214412630710257013701 0ustar lunarlunar[![Build Status](https://travis-ci.org/trendmicro/tlsh.svg?branch=master)](https://travis-ci.org/trendmicro/tlsh/) # TLSH - Trend Micro Locality Sensitive Hash TLSH is a fuzzy matching library. Given a byte stream with a minimum length of 256 bytes (and a minimum amount of randomness - see note in Python extension below), TLSH generates a hash value which can be used for similarity comparisons. Similar objects will have similar hash values which allows for the detection of similar objects by comparing their hash values. Note that the byte stream should have a sufficient amount of complexity. For example, a byte stream of identical bytes will not generate a hash value. The computed hash is 35 bytes long (output as 70 hexidecimal charactes). The first 3 bytes are used to capture the information about the file as a whole (length, ...), while the last 32 bytes are used to capture information about incremental parts of the file. (Note that the length of the hash can be increased by changing build parameters described below in [CMakeLists.txt](CMakeLists.txt), which will increase the information stored in the hash, and thus its accuracy in predicting similarities between files.) Building TLSH (see below) will create a static library in the `lib` directory, and the `tlsh_unittest` executable, which links to the static library, in the `bin` directory. The library has functionality to generate the hash value from a given file, and to compute the similarity between two hash values. `tlsh_unittest` is a utility for generating TLSH hash values and comparing TLSH hash values to determine similarity. Run it with no parameters for detailed usage. ## Ports - A Java port is available [here](https://github.com/triplecheck/TLSH). - A JavaScript port available in the `js_ext` directory. # Downloading TLSH Download TLSH as follows: ``` wget https://github.com/trendmicro/tlsh/archive/master.zip -O master.zip unzip master.zip cd tlsh-master ``` **or** ``` git clone git://github.com/trendmicro/tlsh.git cd tlsh git checkout master ``` # Building TLSH Edit [CMakeLists.txt](CMakeLists.txt) to build TLSH with different options. - TLSH_BUCKETS: determines using 128 or 256 buckets, more is better - TLSH_CHECKSUM_1B: determines checksum length, longer means less collision ## Linux Execute: ``` make.sh ``` **Note:** *Building TLSH on Linux depends upon `cmake` to create the `Makefile` and then `make` the project, so the build will fail if `cmake` is not installed.* ## Windows (Visual Studio) Use the version-specific tlsh solution files ([tlsh.VC2005.sln](Windows/tlsh.VC2005.sln), [tlsh.VC2008.sln](Windows/tlsh.VC2008.sln), ...) under the Windows directory. See [tlsh.h](include/tlsh.h) for the tlsh library interface and [tlsh_unittest.cpp](test/tlsh_unittest.cpp) and [simple_unittest.cpp](test/simple_unittest.cpp) under the `test` directory for example code. ## Python Extension ``` cd py_ext python setup.py build python setup.py install (sudo, run as root or administrator) ``` ### Python API ```python import tlsh tlsh.hash(data) ``` Note that the data must contain at least 256 bytes to generate a hash value and that it must have a certain amount of randomness. For example, `tlsh.hash(str(os.urandom(256)))`, should always generate a hash. To get the hash value of a file, try `tlsh.hash(open(file, 'rb').read())`. ```python tlsh.diff(h1, h2) tlsh.diffxlen(h1, h2) ``` The `diffxlen` function removes the file length component of the tlsh header from the comparison. If a file with a repeating pattern is compared to a file with only a single instance of the pattern, then the difference will be increased if the file lenght is included. But by using the `diffxlen` function, the file length will be removed from consideration. Note that the python API has been extended to miror the C++ API. See py_ext/tlshmodule.cpp and the py_ext/test.py script to see the full API set. # Design Choices - To improve comparison accuracy, TLSH tracks counting bucket height distribution in quartiles. Bigger quartile difference results in higher difference score. - Use specially 6 trigrams to give equal representation of the bytes in the 5 byte sliding window which produces improved results. - Pearson hash is used to distribute the trigram counts to the counting buckets. - The global similarity score distances objects with significant size difference. Global similarity can be disabled. It also distances objects with different quartile distributions. - TLSH can be compiled to generate 70 or 134 characters hash strings. The longer version is more accurate. TLSH similarity is expressed as a difference score: - A score of 0 means the objects are almost identical. - For the 70 characters hash, a score of 200 or higher means the objects are very different. For the 134 characters hash, a score of 400 or higher means the objects are very different. # Publications - Jonathan Oliver, Chun Cheng and Yanggui Chen, “TLSH - A Locality Sensitive Hash” 4th Cybercrime and Trustworthy Computing Workshop, Sydney, November 2013 https://drive.google.com/file/d/0B6FS3SVQ1i0GTXk5eDl3Y29QWlk/edit?usp=sharing (included in distribution as TLSH_CTC_final.pdf) # Changes **3.0.0** - Implemented TLSH. - Updated to build with CMake. **3.0.1** - Enabled C++ optimization. Runs 4x faster. **3.0.2** - Supports Windows and Visual Studio. **3.0.3** - Added Python extension library. TLSH is callable in Python. - Stop generating hash if the input is less than 512 bytes. - Cleaned up. **3.0.4** - Length difference consideration can be disabled in this version. See `totalDiff` in `tlsh.h`. - TLSH can be compiled to generate the 70 or 134 character hashes. The longer version is more accurate. **3.1.0** - The checksum can be changed from 1 byte to 3 bytes. The collison rate is lower using 3 bytes. - If the incoming data has few features. The algorithm will not generate hash value. At least half the buckets must be non-zero. - Null or invalid hash strings comparison will return `-EINVAL` (-22). - Python extension library will read `CMakeLists.txt` to pick the compile options. - The default build will use half the buckets and 1 byte checksum. - New executable `tlsh_version` reports number of buckets, checksum length. **3.1.1** - Add `make.sh` and `clean.sh` scripts for building/cleaning the project. - Modifications to `tlsh_unittest.cpp` to write errors to stderr (not stdout) and to continue processing in some error cases. Also handle a listfile (`-l` parameter) which contains both TLSH and filename. - Updated expected output files based on changes to `tlsh_unittest.cpp`. **3.1.2** - Updated the Testing/exp expected results. - Created a script to ease the creation of the Testing/exp expected results. **3.1.3** - Updated `tlsh_util.h`, `tlsh_impl.cpp`, `tlsh_util.cpp` on checksum. - Updated `destroy_refersh_exp.sh` and Testing/exp results. **3.2.0** - Add Visual Studio 2005 and 2008 project and solution files to enable build on Windows environment. - Added files `WinFunctions.h` and `WinFunctions.cpp` to handle code changes needed for Windows build. - Modified several unit test expected output files to remove error messages, to allow the running of unit tests on Windows under Cygwin. This was caused by the opposite order in which stdout and stderr are written when stderr is redirected to stdout as 2>&1. Also modified `test.sh` to write stderr to `/dev/null`. - Move `rand_tags` executable from tlsh_forest project to tlsh, to reduce the dependencies of the tlsh ROC analysis project, which depends upon `tlsh_unittest` and `rand_tags`. - Remove `simple_unittest` and `tlsh_version` from bin directory as these executables are for internal testing and source code documentation, and do not need to be exported. - Add -version flag to `tlsh_unittest` to get the version of the tlsh library. **3.2.1** - Pickup fix to `hash_py()` in `py_ext/tlshmodule.cpp` (commit da5370bcfdd40dd6a33c877ee87fe3866188cf2d). **3.3.0** - Made the minimum data length = 256 for the C version. **3.3.1** - Fixed bug introduced by commit 1a8f1c581c8b988ced683ff8e0a0f9c574058df4 which caused a different hash value to be generated if there were multiple calls to `Tlsh::update` as opposed to a single call. **3.4.0** - Add JavaScript implementation (see directory `js_ext`) - required for [Blackhat presentation](https://www.blackhat.com/us-15/speakers/Sean-Park.html). - Modify `tlsh_unittest` so that it can output tlsh values and filenames correctly, when the filenames contain embedded newline, linefeed or tab characters. **3.4.1** - Thanks to Jeremy Bobbios `py_ext` patch. TLSH has these enhancements. - Instead of using a big memory blob, it will calculate the hash incrementally. - A hashlib like object-oriented interface has been added to the Python module. See `test.py`. - Restrict the function to be fed bytes-like object to remove surprises like silent UTF-8 decoding. **3.4.2** - Back out python regression test as part of the test.sh script, so that the python module does not need to be installed in order to successfully pass the tests run by make.sh **3.4.3** - Fix regression tests running on Windows **3.4.4** - Specify Tlsh::getHash() is a const method tlsh-3.4.4+20151206/include/0000755000175000017500000000000012630710257014042 5ustar lunarlunartlsh-3.4.4+20151206/include/tlsh_util.h0000644000175000017500000000213212630710257016220 0ustar lunarlunar/* * Copyright 2013 Trend Micro Incorporated * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #ifndef _TLSH_UTIL_H #define _TLSH_UTIL_H unsigned char b_mapping(unsigned char salt, unsigned char i, unsigned char j, unsigned char k); unsigned char l_capturing(unsigned int len); int mod_diff(unsigned int x, unsigned int y, unsigned int R); int h_distance( int len, const unsigned char x[], const unsigned char y[]); void to_hex( unsigned char * psrc, int len, char* pdest); void from_hex( const char* psrc, int len, unsigned char* pdest); unsigned char swap_byte( const unsigned char in ); #endif tlsh-3.4.4+20151206/include/tlsh_impl.h0000644000175000017500000000572312630710257016215 0ustar lunarlunar/* * Copyright 2013 Trend Micro Incorporated * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #ifndef _TLSH_IMPL_H #define _TLSH_IMPL_H #define SLIDING_WND_SIZE 5 #define BUCKETS 256 #define Q_BITS 2 // 2 bits; quartile value 0, 1, 2, 3 // BUCKETS_256 & CHECKSUM_3B are compiler switches defined in CMakeLists.txt #if defined BUCKETS_256 #define EFF_BUCKETS 256 #define CODE_SIZE 64 // 256 * 2 bits = 64 bytes #if defined CHECKSUM_3B #define TLSH_CHECKSUM_LEN 3 // defined in tlsh.h #define TLSH_STRING_LEN 138 // 2 + 3 + 64 bytes = 138 hexidecimal chars #else #define TLSH_CHECKSUM_LEN 1 // defined in tlsh.h #define TLSH_STRING_LEN 134 // 2 + 1 + 64 bytes = 134 hexidecimal chars #endif #else #define EFF_BUCKETS 128 #define CODE_SIZE 32 // 128 * 2 bits = 32 bytes #if defined CHECKSUM_3B #define TLSH_CHECKSUM_LEN 3 // defined in tlsh.h #define TLSH_STRING_LEN 74 // 2 + 3 + 32 bytes = 74 hexidecimal chars #else #define TLSH_CHECKSUM_LEN 1 // defined in tlsh.h #define TLSH_STRING_LEN 70 // 2 + 1 + 32 bytes = 70 hexidecimal chars #endif #endif class TlshImpl { public: TlshImpl(); ~TlshImpl(); public: void update(const unsigned char* data, unsigned int len); void final(); void reset(); const char* hash() const; const char* hash(char *buffer, unsigned int bufSize) const; // saves allocating hash string in TLSH instance - bufSize should be TLSH_STRING_LEN + 1 int compare(const TlshImpl& other) const; int totalDiff(const TlshImpl& other, bool len_diff=true) const; int fromTlshStr(const char* str); private: unsigned int *a_bucket; unsigned char slide_window[SLIDING_WND_SIZE]; unsigned int data_len; struct lsh_bin_struct { unsigned char checksum[TLSH_CHECKSUM_LEN]; // 1 to 3 bytes unsigned char Lvalue; // 1 byte union { unsigned char QB; struct{ unsigned char Q1ratio : 4; unsigned char Q2ratio : 4; } QR; } Q; // 1 bytes unsigned char tmp_code[CODE_SIZE]; // 32/64 bytes } lsh_bin; mutable char *lsh_code; // allocated when hash() function without buffer is called - 70/134 bytes or 74/138 bytes bool lsh_code_valid; // true iff final() or fromTlshStr complete successfully }; #endif tlsh-3.4.4+20151206/include/tlsh.h0000644000175000017500000000574312630710257015176 0ustar lunarlunar// tlsh.h - TrendLSH Hash Algorithm /* * Copyright 2013 Trend Micro Incorporated * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #ifndef _TLSH_H #define _TLSH_H #ifndef NULL #define NULL 0 #endif #ifdef __cplusplus class TlshImpl; // changed the minimum data length to 256 for version 3.3 #define MIN_DATA_LENGTH 256 // Define TLSH_STRING_LEN, which is the string lenght of the hex value of the Tlsh hash. // BUCKETS_256 & CHECKSUM_3B are compiler switches defined in CMakeLists.txt #if defined BUCKETS_256 #if defined CHECKSUM_3B #define TLSH_STRING_LEN 138 #else #define TLSH_STRING_LEN 134 #endif #else #if defined CHECKSUM_3B #define TLSH_STRING_LEN 74 #else #define TLSH_STRING_LEN 70 #endif #endif #define TLSH_STRING_BUFFER_LEN (TLSH_STRING_LEN+1) #ifdef WINDOWS #include #else #define TLSH_API #endif class TLSH_API Tlsh{ public: Tlsh(); /* allow the user to add data in multiple iterations */ void update(const unsigned char* data, unsigned int len); /* to signal the class there is no more data to be added */ void final(const unsigned char* data = NULL, unsigned int len = 0); /* to get the hex-encoded hash code */ const char* getHash() const ; /* to get the hex-encoded hash code without allocating buffer in TlshImpl - bufSize should be TLSH_STRING_BUFFER_LEN */ const char* getHash(char *buffer, unsigned int bufSize) const; /* to bring to object back to the initial state */ void reset(); /* calculate difference */ /* The len_diff parameter specifies if the file length is to be included in the difference calculation (len_diff=true) or if it */ /* is to be excluded (len_diff=false). In general, the length should be considered in the difference calculation, but there */ /* could be applications where a part of the adversarial activity might be to add a lot of content. For example to add 1 million */ /* zero bytes at the end of a file. In that case, the caller would want to exclude the length from the calculation. */ int totalDiff(const Tlsh *, bool len_diff=true) const; /* validate TrendLSH string and reset the hash according to it */ int fromTlshStr(const char* str); /* Return the version information used to build this library */ static const char *version(); // operators bool operator==(const Tlsh& other) const; bool operator!=(const Tlsh& other) const; ~Tlsh(); private: TlshImpl* impl; }; #endif #endif tlsh-3.4.4+20151206/make.sh0000755000175000017500000000032512630710257013673 0ustar lunarlunar#!/bin/sh if [ $# -eq 1 -a "$1" = "debug" ]; then mkdir -p build/debug cd build/debug cmake -DCMAKE_BUILD_TYPE=Debug ../.. else mkdir -p build/release cd build/release cmake ../.. fi make make test tlsh-3.4.4+20151206/py_ext/0000755000175000017500000000000012630710257013727 5ustar lunarlunartlsh-3.4.4+20151206/py_ext/tlshmodule.cpp0000644000175000017500000002605412630710257016622 0ustar lunarlunar#define PY_SSIZE_T_CLEAN 1 #include #include #include "tlsh.h" #define TLSH_VERSION "0.2.0" #define AUTHOR "Chun Cheng" /* We want to update the hash using bytes object in Python 3 */ #if PY_MAJOR_VERSION >= 3 # define BYTES_VALUE_CHAR "y" #else # define BYTES_VALUE_CHAR "s" #endif static char tlsh_doc[] = "TLSH C version - similarity matching and searching"; static char tlsh_hash_doc[] = "tlsh.hash(data)\n\n\ returns tlsh hexadecimal representation (string)"; static char tlsh_diff_doc[] = "tlsh.diff(hash1, hash2)\n\n\ returns tlsh score (integer)"; static char tlsh_diffxlen_doc[] = "tlsh.diffxlen(hash1, hash2) - ignore object lengths\n\n\ returns tlsh score (integer)"; // hash(data) returns byte buffer static PyObject* hash_py(PyObject* self, PyObject* args) { unsigned char* pBuffer; Py_ssize_t len; if (!PyArg_ParseTuple(args, BYTES_VALUE_CHAR "#", &pBuffer, &len)) { return NULL; } Tlsh tlsh; tlsh.update(pBuffer, len); tlsh.final(); const char *s = tlsh.getHash(); return Py_BuildValue("s", s); } // diff(hash1, hash2) returns integer static PyObject* diff_py(PyObject* self, PyObject* args) { char *hash1, *hash2; if (!PyArg_ParseTuple(args, "ss", &hash1, &hash2)) { return NULL; } Tlsh tlsh1, tlsh2; if (tlsh1.fromTlshStr(hash1) != 0) { return PyErr_Format(PyExc_ValueError, "argument %s is not a TLSH hex string", hash1); } if (tlsh2.fromTlshStr(hash2) != 0) { return PyErr_Format(PyExc_ValueError, "argument %s is not a TLSH hex string", hash2); } int score = tlsh1.totalDiff(&tlsh2); return Py_BuildValue("i", score); } //diffxlen(hash1, hash2) returns integer static PyObject* diffxlen_py(PyObject* self, PyObject* args) { char *hash1, *hash2; if (!PyArg_ParseTuple(args, "ss", &hash1, &hash2)) { return NULL; } Tlsh tlsh1, tlsh2; if (tlsh1.fromTlshStr(hash1) != 0) { return PyErr_Format(PyExc_ValueError, "argument %s is not a TLSH hex string", hash1); } if (tlsh2.fromTlshStr(hash2) != 0) { return PyErr_Format(PyExc_ValueError, "argument %s is not a TLSH hex string", hash2); } int score = tlsh1.totalDiff(&tlsh2, false); return Py_BuildValue("i", score); } // The module's methods static PyMethodDef tlsh_methods[] = { { "hash", hash_py, METH_VARARGS, tlsh_hash_doc }, { "diff", diff_py, METH_VARARGS, tlsh_diff_doc }, { "diffxlen", diffxlen_py, METH_VARARGS, tlsh_diffxlen_doc }, { NULL, NULL } /* sentinel */ }; typedef struct { PyObject_HEAD unsigned short required_data; bool finalized; Tlsh tlsh; } tlsh_TlshObject; static PyObject * Tlsh_fromTlshStr(tlsh_TlshObject *, PyObject *); static PyObject * Tlsh_update(tlsh_TlshObject *, PyObject *); static PyObject * Tlsh_final(tlsh_TlshObject *); static PyObject * Tlsh_hexdigest(tlsh_TlshObject *); static PyObject * Tlsh_diff(tlsh_TlshObject *, PyObject *); static PyMethodDef Tlsh_methods[] = { {"fromTlshStr", (PyCFunction) Tlsh_fromTlshStr, METH_VARARGS, "Create a TLSH instance from a hex string." }, {"update", (PyCFunction) Tlsh_update, METH_VARARGS, "Update the TLSH with the given string." }, {"final", (PyCFunction) Tlsh_final, METH_NOARGS, "Signal that no more data will be added. This is required before reading the hash." }, {"hexdigest", (PyCFunction) Tlsh_hexdigest, METH_NOARGS, "Get the computed TLSH as a string object containing only hexadecimal digits." }, {"diff", (PyCFunction) Tlsh_diff, METH_VARARGS, "Returns the TLSH score compared to the given Tlsh object or hexadecimal string." }, {NULL} /* Sentinel */ }; static PyTypeObject tlsh_TlshType = { PyObject_HEAD_INIT(NULL) #if PY_MAJOR_VERSION < 3 0, /* ob_size */ #endif "tlsh.Tlsh", /* tp_name */ sizeof(tlsh_TlshObject), /* tp_basicsize */ 0, /* tp_itemsize */ 0, /* tp_dealloc */ 0, /* tp_print */ 0, /* tp_getattr */ 0, /* tp_setattr */ 0, /* tp_compare */ 0, /* tp_repr */ 0, /* tp_as_number */ 0, /* tp_as_sequence */ 0, /* tp_as_mapping */ 0, /* tp_hash */ 0, /* tp_call */ 0, /* tp_str */ 0, /* tp_getattro */ 0, /* tp_setattro */ 0, /* tp_as_buffer */ Py_TPFLAGS_DEFAULT, /* tp_flags */ "TLSH objects", /* tp_doc */ 0, /* tp_traverse */ 0, /* tp_clear */ 0, /* tp_richcompare */ 0, /* tp_weaklistoffset */ 0, /* tp_iter */ 0, /* tp_iternext */ Tlsh_methods, /* tp_methods */ 0, /* tp_members */ 0, /* tp_getset */ 0, /* tp_base */ 0, /* tp_dict */ 0, /* tp_descr_get */ 0, /* tp_descr_set */ 0, /* tp_dictoffset */ 0, /* tp_init */ 0, /* tp_alloc */ 0, /* tp_new */ }; static PyObject * Tlsh_fromTlshStr(tlsh_TlshObject *self, PyObject *args) { char *str; Py_ssize_t len; PyObject *arg; if (PyTuple_Size(args) != 1) return PyErr_Format(PyExc_TypeError, "function takes exactly 1 argument (%lu given)", PyTuple_Size(args)); arg = PyTuple_GetItem(args, 0); #if PY_MAJOR_VERSION >= 3 if (!PyUnicode_Check(arg) || (arg = PyUnicode_AsASCIIString(arg)) == NULL) { PyErr_SetString(PyExc_ValueError, "argument is not a TLSH hex string"); return NULL; } #else if (!PyString_Check(arg)) { PyErr_SetString(PyExc_ValueError, "argument is not a TLSH hex string"); return NULL; } #endif if (PyBytes_AsStringAndSize(arg, &str, &len) == -1) { PyErr_SetString(PyExc_ValueError, "argument is not a TLSH hex string"); return NULL; } if (len != TLSH_STRING_LEN) { PyErr_SetString(PyExc_ValueError, "argument length incorrect: not a TLSH hex string"); return NULL; } if (self->tlsh.fromTlshStr(str) != 0) { PyErr_SetString(PyExc_ValueError, "argument value incorrect: not a TLSH hex string"); return NULL; } self->finalized = true; Py_RETURN_NONE; } static PyObject * Tlsh_update(tlsh_TlshObject *self, PyObject *args) { const char *str; Py_ssize_t len; if (!PyArg_ParseTuple(args, BYTES_VALUE_CHAR "#", &str, &len)) return NULL; if (self->finalized) { PyErr_SetString(PyExc_ValueError, "final() has already been called"); return NULL; } if (self->required_data < MIN_DATA_LENGTH) { self->required_data += len > MIN_DATA_LENGTH ? MIN_DATA_LENGTH : len; } self->tlsh.update((unsigned char *) str, (unsigned int) len); Py_RETURN_NONE; } static PyObject * Tlsh_final(tlsh_TlshObject *self) { if (self->finalized) { PyErr_SetString(PyExc_ValueError, "final() has already been called"); return NULL; } if (self->required_data < MIN_DATA_LENGTH) { return PyErr_Format(PyExc_ValueError, "less than %u of input", MIN_DATA_LENGTH); } self->finalized = true; self->tlsh.final(); Py_RETURN_NONE; } static PyObject * Tlsh_hexdigest(tlsh_TlshObject *self) { char hash[TLSH_STRING_LEN + 1]; if (!self->finalized) { PyErr_SetString(PyExc_ValueError, "final() has not been called"); return NULL; } self->tlsh.getHash(hash, TLSH_STRING_LEN + 1); if (hash[0] == '\0') { PyErr_SetString(PyExc_ValueError, "error while getting hash (not enough entropy?)"); return NULL; } return Py_BuildValue("s", hash); } static PyObject * Tlsh_diff(tlsh_TlshObject *self, PyObject *args) { PyObject *arg; int score; if (PyTuple_Size(args) != 1) return PyErr_Format(PyExc_TypeError, "function takes exactly 1 argument (%lu given)", PyTuple_Size(args)); arg = PyTuple_GetItem(args, 0); #if PY_MAJOR_VERSION >= 3 if (PyUnicode_Check(arg)) { if ((arg = PyUnicode_AsASCIIString(arg)) == NULL) { PyErr_SetString(PyExc_ValueError, "argument is not a TLSH hex string"); return NULL; } #else if (PyString_Check(arg)) { #endif char *str; Py_ssize_t len; Tlsh other; if (PyBytes_AsStringAndSize(arg, &str, &len) == -1) { PyErr_SetString(PyExc_ValueError, "argument is not a TLSH hex string"); return NULL; } if (len != TLSH_STRING_LEN) { PyErr_SetString(PyExc_ValueError, "argument is not a TLSH hex string"); return NULL; } if (other.fromTlshStr(str) != 0) { PyErr_SetString(PyExc_ValueError, "argument is not a TLSH hex string"); return NULL; } score = self->tlsh.totalDiff(&other); } else if (PyObject_TypeCheck(arg, &tlsh_TlshType)) { tlsh_TlshObject * other_tlsh = (tlsh_TlshObject *) arg; score = self->tlsh.totalDiff(&other_tlsh->tlsh); } else { PyErr_SetString(PyExc_ValueError, "argument is neither a Tlsh object nor a TLSH hex string"); return NULL; } return Py_BuildValue("i", score); } // Initializes the module #if PY_MAJOR_VERSION >= 3 static struct PyModuleDef moduledef = { PyModuleDef_HEAD_INIT, "tlsh", /* m_name */ tlsh_doc, /* m_doc */ -1, /* m_size */ tlsh_methods, /* m_methods */ NULL, /* m_reload */ NULL, /* m_traverse */ NULL, /* m_clear */ NULL, /* m_free */ }; PyMODINIT_FUNC PyInit_tlsh(void) { PyObject *module; tlsh_TlshType.tp_new = PyType_GenericNew; if (PyType_Ready(&tlsh_TlshType) < 0) return NULL; module = PyModule_Create(&moduledef); PyModule_AddStringConstant(module, "__version__", TLSH_VERSION); PyModule_AddStringConstant(module, "__author__", AUTHOR); Py_INCREF(&tlsh_TlshType); PyModule_AddObject(module, "Tlsh", (PyObject *) &tlsh_TlshType); return module; } #else PyMODINIT_FUNC inittlsh(void) { PyObject *module; tlsh_TlshType.tp_new = PyType_GenericNew; if (PyType_Ready(&tlsh_TlshType) < 0) return; module = Py_InitModule3("tlsh", tlsh_methods, tlsh_doc); PyModule_AddStringConstant(module, "__version__", TLSH_VERSION); PyModule_AddStringConstant(module, "__author__", AUTHOR); Py_INCREF(&tlsh_TlshType); PyModule_AddObject(module, "Tlsh", (PyObject *) &tlsh_TlshType); } #endif tlsh-3.4.4+20151206/py_ext/setup.py0000644000175000017500000000251312630710257015442 0ustar lunarlunarfrom distutils.core import setup, Extension from os.path import join, realpath import re tlsh_256 = '-DBUCKETS_256' tlsh_3b = '-DCHECKSUM_3B' with open(join(realpath('..'), 'CMakeLists.txt'), 'r') as f: l = f.readline() while l: l = f.readline() m = re.search(r'set\s*\(TLSH_BUCKETS_128\s*1\)', l, re.I) if m: tlsh_256 = '' m = re.search(r'set\s*\(TLSH_CHECKSUM_1B\s*1\)', l, re.I) if m: tlsh_3b = '' tlsh_module = Extension('tlsh', \ sources = ['tlshmodule.cpp', \ join(realpath('..'), 'src', 'tlsh.cpp'), \ join(realpath('..'), 'src', 'tlsh_impl.cpp'), \ join(realpath('..'), 'src', 'tlsh_util.cpp') \ ], \ include_dirs = [join(realpath('..'), 'include')], \ ) if tlsh_256 != '': tlsh_module.extra_compile_args.append(tlsh_256) if tlsh_3b != '': tlsh_module.extra_compile_args.append(tlsh_3b) description = """A C++ extension for TLSH Usage: import tlsh h1 = tlsh.hash(data) h2 = tlsh.hash(similar_data) score = tlsh.diff(h1, h2) h3 = tlsh.Tlsh() with open('file', 'rb') as f: for buf in iter(lambda: f.read(512), b''): h3.update(buf) h3.final() assert h3.diff(h) == 0 score = h3.diff(h1) """ setup (name = 'tlsh', version = '0.2.0', description = 'TLSH (C++ version)', long_description = description, author = "Chun Cheng", ext_modules = [tlsh_module]) tlsh-3.4.4+20151206/py_ext/test.py0000644000175000017500000000175712630710257015272 0ustar lunarlunarfrom __future__ import print_function import sys import tlsh def compute_1(path): with open(path, 'rb') as f: data = f.read() hs = tlsh.hash(data) return hs def compute_2(path): h = tlsh.Tlsh() with open(path, 'rb') as f: for buf in iter(lambda: f.read(512), b''): h.update(buf) h.final() return h hex1 = compute_1(sys.argv[1]) print('tlsh.hash hex1', hex1) hex2 = compute_1(sys.argv[2]) print('tlsh.hash hex2', hex2) print('tlsh.diff(hex1, hex2)', tlsh.diff(hex1, hex2)) print('tlsh.diff(hex2, hex1)', tlsh.diff(hex2, hex1)) h1 = compute_2(sys.argv[1]) hex1 = h1.hexdigest() print('tlsh.Tlsh hex1', hex1) h2 = compute_2(sys.argv[2]) hex2 = h2.hexdigest() print('tlsh.Tlsh hex2', hex2) print('h1.diff(h2)', h1.diff(h2)) print('h2.diff(h1)', h2.diff(h1)) print('h1.diff(hex2)', h1.diff(hex2)) print('h2.diff(hex1)', h2.diff(hex1)) h3 = tlsh.Tlsh() h3.fromTlshStr(hex2) print('tlsh.Tlsh.fromTlshStr', hex2) print('h3.diff(h2)', h3.diff(h2)) tlsh-3.4.4+20151206/TLSH_CTC_final.pdf0000644000175000017500000232365712630710257015550 0ustar lunarlunar%PDF-1.5 % 1 0 obj <>>> endobj 2 0 obj <> endobj 3 0 obj <>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI] >>/MediaBox[ 0 0 595.44 841.68] /Contents 4 0 R/Group<>/Tabs/S/StructParents 0>> endobj 4 0 obj <> stream x]iGnɅ6e{Yfl (6YkCȳYXnUyFFF82yb쫯_f};{wvO럖?}o?;1늮31+bꢑggůoMٷ߿]gzzw<>oʍ_jnU:lnT6n% -Ҳ/GVB8+3O AiH>J!y\W(94*&KjVEX쫖8'f9_?nP:VBG*N_pG145OS?@[Wb6 9Hr8 uiv<:ZH\ooZH̡az*8iΨu[,m1^AnkB[DsRͼ[ .^iJu d񑩇ݠ/*o+f¬;obͰsn`<;V8^5]OT|CBmM],(V2RK-Eӣ³´ԬDUBsRӮO[h=6$4k'AU=%4'2]dzYyfp?~`#E㖅26l\W }s}E%5 $E@A7 -O^-9aI\ZNXLLP٨N+1X̬6ˇُP4[px"Ѽ]랍EIL򸧗fl}^ pOjp;_̓'8LE%N4~8iM֟$"hH*Bڳs5ߓ1E^Ek!3_ !'ǫrC}JYt?0H!+ft'Ha ϩ( E߾e{ꗹ)-M9)_w$j1R >,H`W  \ܹ@JdoP sA^\~H0#>t3 v4l9AzfG1/Ku,T!y?V]lO\VVr#XUGo[cGrΖ$Oфon̊iBg”TW-TΝ?zeF{yr]uQYJw{?#hwļAN#PA,j0uSbP4aK͠V xhGF,QupCYޏ^=Xa:KewnFJYu:?lրypCLMY[[I j%")AHܓ* Xo4g wGwLX:{7V5U""#mȍ_y;nO$V$7bGRf-RxӲdEjG4t,5Dž w'VOfuyǼHʸu0^ݶ3O2-#XKue:dXLq"qۤPUWØiAe|:m& jn[HM 4˒vIG'SnN ?Kz8؞$_[ec'94d R1<ưnG +8j?EcA]B5SmK-yG ϱqZBt!(QESeyjXbi Tw[]Q]jVUP&İOxYhk,],F3 O-aL8Qxu )'zs<籚A,ełixn4PÆA[V Wp@c\jZ5l*i;^`Ovv&^(L=&ݕ^XBm)l RjyRXȦ4&=90Ʋ4m!ήʢcnjm]lY= 7;lv|xXy-)D;[ҧ*';%ίVXX~V3l1V;z0X-e*c\ʫiTl M6 Yl(G$Rr*[ՉuVVPY8ÂB)ǃƓwRW;30Xt[*u{ja7m{׈FTv} bG5EvERmR3?> !*BBzɰ:bUIO6i GCztg%mj`bA'5x5}J@<7ԡ3sz _,n?M!R<,F:2gĸ˽'}MW WBˀE1VlԔsdE P34. \] w$]WdwQ*:  (C-+Jl6qϤ,m>M9od騝su  VrZx)WYJ(,  I ;dUްR+A:Zc 3 lDϘ$E)4+aU͏e$׃ b!)mM q4eM]S#a`A$:z84˲@ dGv,;ҖM;#/"e`VcCu;;yq}P(KGZwD njqz q-I `|FoGc ,綱;vkv(NiՎ 65jw ?`NyܶN#ܓz h [ dy/% eGÞZ5bW@$S aM7! i:#5Ϣ,jR84vJWG&xd!,90j1/;ݠ]GNȑv^J[ZҺWxMN'qmw eۙwҺ=76y`&4%{F|K.h[dt 1AX Z TgCNu-/ \3,(B=a%+ $)$BcO*UQ:m9Cxã%_?dZ =$8o;Fv_$/ёtƹxocW076k'ɮ_N35gC廸L#Učc^8q6 .TI@g󻽎r#nN`ޡs;P )i"Bx6'V \5Ua),bB>hT!#l*F (3j+h1@Lf<=ve{:=+UYӝ&nӄbTUǺ1K%WA -ߝW!sЦh||/:-i-l!le۪ȫA5Fe|r2)(#@!`| ɺ# \J@ :;ؕ1j܍ /<+R=T@TvH6X۞Q*6QDu\ţ};r0}*jኺ*q?i_DyWM{A剏 (m#g.L`"HzTcspOa:aKO4|+{Fh:ȷL>nS 'G8v \p6pɴZ 'B9dsIiТtE$9n623yEp.-(hԊbI[IDE!z mn><r| |C,#1A{Y#{ Z\cPDOXsl6ESy֩zd職ZllO|0J61c :jjY"'crxqn8F&UF<4Ug M5a6ѐq" MS80zb6p"%cKzR 40K>d-UwxO.U7)nNۗO|j1Uޑ S'^uH)Я( :gĞ~kڶi 'yuU.jA9IQzqmlܐ쐩H8tENg7ΐlm-׸T wᨔ'(vIR+FSS %9va [1sڳaBtLD|lnp>v* 0H6[eEHͶiZ?͘1P恝E^ʨ5'g\Hi4Ea_A(ϟaƧ ESbktXZ# r. ,]ZqZ׃б>lң+N92K;mjpQx|"!DGt e~f4Q 8T;{UcgmŕaފB#"oqsWBRBe9=DHע`0<!TS eZ {mCx)Bn0d֪|\6p yf{{t%r>WvtV:C+/< xc_ܨI3G],)X0?. 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0000137529 00000 n 0000212104 00000 n 0000212552 00000 n 0000212932 00000 n 0000213150 00000 n 0000260265 00000 n 0000260565 00000 n 0000307021 00000 n 0000307253 00000 n 0000307523 00000 n 0000307823 00000 n 0000363491 00000 n 0000363793 00000 n 0000364082 00000 n 0000364110 00000 n 0000364410 00000 n 0000405501 00000 n 0000405883 00000 n 0000406223 00000 n 0000406527 00000 n 0000406555 00000 n 0000406856 00000 n 0000419168 00000 n 0000419212 00000 n 0000419572 00000 n 0000525847 00000 n 0000525991 00000 n 0000526257 00000 n 0000612405 00000 n trailer <<41E28D015733F24087D0C1234C4F85E6>] >> startxref 614428 %%EOF xref 0 0 trailer <<41E28D015733F24087D0C1234C4F85E6>] /Prev 614428/XRefStm 612405>> startxref 632568 %%EOFtlsh-3.4.4+20151206/CMakeLists.txt0000644000175000017500000000612012630710257015156 0ustar lunarlunar# Copyright 2013 Trend Micro Incorporated # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. cmake_minimum_required(VERSION 2.6) project(TLSH) set(VERSION_MAJOR 3) set(VERSION_MINOR 4) set(VERSION_PATCH 4) # TLSH uses only half the counting buckets. # It can use all the buckets now. set(TLSH_BUCKETS_128 1) if(TLSH_BUCKETS_128 EQUAL 1) set(TLSH_HASH "compact hash") else() set(TLSH_HASH "full hash") add_definitions(-DBUCKETS_256) endif() # TLSH uses 1 byte checksum. The collision rate is 1 in 24. # It can use 3 bytes checksum now. That collision rate in 1 in 5800. set(TLSH_CHECKSUM_1B 1) if(TLSH_CHECKSUM_1B EQUAL 1) set(TLSH_CHECKSUM "1 byte checksum") else() set(TLSH_CHECKSUM "3 bytes checksum") add_definitions(-DCHECKSUM_3B) endif() # write a file with the VERSION information file(REMOVE VERSION) file(WRITE VERSION "// This file is generated by cmake. Modify\n" "// CMakeLists.txt to change the VERSION numbers\n" "TLSH version: ${VERSION_MAJOR}.${VERSION_MINOR}.${VERSION_PATCH} ${TLSH_HASH}, ${TLSH_CHECKSUM}\n") file(REMOVE include/version.h) file(WRITE include/version.h "/****************************************************\n" " * This file is generated by cmake. Modify the top\n" " * level CMakeLists.txt to change the VERSION numbers\n" " ****************************************************/\n\n" "#define VERSION_MAJOR ${VERSION_MAJOR}\n" "#define VERSION_MINOR ${VERSION_MINOR}\n" "#define VERSION_PATCH ${VERSION_PATCH}\n" "#define TLSH_HASH \"${TLSH_HASH}\"\n" "#define TLSH_CHECKSUM \"${TLSH_CHECKSUM}\"\n") if (CMAKE_BUILD_TYPE STREQUAL Debug) set(CMAKE_CXX_FLAGS "-g") else(CMAKE_BUILD_TYPE STREQUAL Debug) if(CMAKE_COMPILER_IS_GNUCXX) set(CMAKE_CXX_FLAGS "-O2") ## Optimize endif() if(MSVC) set(CMAKE_CXX_FLAGS "/O2") ## Optimize endif() endif(CMAKE_BUILD_TYPE STREQUAL Debug) enable_testing() include_directories(include) add_subdirectory(src) add_subdirectory(test) add_subdirectory(utils) add_subdirectory(Testing) set(CPACK_GENERATOR "TGZ") set(CPACK_SOURCE_GENERATOR "TGZ") set(CPACK_SOURCE_PACKAGE_FILE_NAME "TLSH-${VERSION_MAJOR}.${VERSION_MINOR}.${VERSION_PATCH}") set(CPACK_PACKAGE_VERSION_MAJOR "${VERSION_MAJOR}") set(CPACK_PACKAGE_VERSION_MINOR "${VERSION_MINOR}") set(CPACK_PACKAGE_VERSION_PATCH "${VERSION_PATCH}") set(CPACK_SOURCE_IGNORE_FILES "~$" "^${PROJECT_SOURCE_DIR}/bin/" "^${PROJECT_SOURCE_DIR}/lib/" "^${PROJECT_SOURCE_DIR}/build/" "^${PROJECT_SOURCE_DIR}/py_ext/data/" "^${PROJECT_SOURCE_DIR}/py_ext/build/" "^${PROJECT_SOURCE_DIR}/Testing/tmp/" "^${PROJECT_SOURCE_DIR}/CMakeFiles/" ) include(CPack) tlsh-3.4.4+20151206/LICENSE0000644000175000017500000002613612630710257013434 0ustar lunarlunar Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. 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See the License for the specific language governing permissions and limitations under the License. tlsh-3.4.4+20151206/NOTICE.txt0000644000175000017500000000145612630710257014147 0ustar lunarlunar ========================================================================= == NOTICE file for use with the Apache License, Version 2.0, == == in this case for the Trend Locality Sensitive Hash distribution. == ========================================================================= Trend Locality Sensitive Hash (TLSH) Copyright 2010-2014 Trend Micro This product includes software developed at Trend Micro (http://www.trendmicro.com/) Refer to the following publication for more information: Jonathan Oliver, Chun Cheng and Yanggui Chen, “TLSH - A Locality Sensitive Hash” 4th Cybercrime and Trustworthy Computing Workshop, Sydney, November 2013 https://drive.google.com/file/d/0B6FS3SVQ1i0GTXk5eDl3Y29QWlk/edit?usp=sharing tlsh-3.4.4+20151206/TLSH_Introduction.pdf0000644000175000017500000110307612630710257016435 0ustar lunarlunar%PDF-1.3 % 4 0 obj << /Length 5 0 R /Filter /FlateDecode >> stream xVnAW;Β" A"M1;T/U 9tOu^W.(gqPV 3ptЯ@ǿUFf[Y[U0pLȁiPmj6ٟ;6h*Ɂnko~G_>.1NV&"zc@8U+ Xc ?tGJZm> endobj 6 0 obj << /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /ColorSpace << /Cs1 7 0 R /Cs2 10 0 R >> /Font << /TT4.0 14 0 R /TT4.1 15 0 R /TT3.0 13 0 R /TT1.0 11 0 R /TT2.0 12 0 R >> /XObject << /Im1 8 0 R >> >> endobj 8 0 obj << /Length 9 0 R /Type /XObject /Subtype /Image /Width 800 /Height 600 /Interpolate true /ColorSpace 16 0 R /BitsPerComponent 8 /Filter /FlateDecode >> stream xkl\ו (p&U,J,A cnECh%c7\Z44rmZ@q'mAVpE tC`RUB׍N+`0v˔eI"]_k?}ԓsyթ]WZ{rL\nt燘ɹz<2MB!xxEaFw~)-jJAW_q%,N~`&w}Qaų'L#Rn|CrQ.]/\=g}xPMQIK RN>?~UFgffmAvcU^6-Zx5 i ԧ|tttA)Fz42NV4`wq6*#$ZrIFtڡTIϒ@ǀho70bA,#fCS0S90<3 ]5+ev2(^Y\\,KLK%ce1'Cmd K0bg@A'^Sa13/01u-b.6sp ,5 X" tt t(`?p9= 2qkbY.cb&Q:[V~æ>`C@"-chY3]@ _I(jYYgfҘYVw4\7[%k?yCROgfon'-,usK.Vobhԍ j_}DBJbq154<]856iJ41fa LiWW\n>nLEB)wnP{_ji 4<| iWEn>3lBCFՎ09#=xW3w_wE-Q ^,4|7[%ٺtELd8D(F=4CYPO/,"˰|sKSCSk2'o %@TreXVGr"=R &sd+8!ZNzS3K}Ic_(KY~>D2;A1bMǠ:hCXATd3'! xO-/J5Gcp(D ʋE 5K6Bͽ$%ڊ/D%#l?aPfpDf q'Aks+|X^ VS!_Stç2.#J=1끤z\>׶z gx+^8)~r)s,D'b 9B9ǬD~UGEǺQZ~U^>€ \hɰ$jfetc(綠o*.dx|FXJeQ˻OJ P"H7p+E%*>~.'^%#K"8P $DMza G%}Ag|(..O?2//A2J((^6wD3#ԔR& y̩"K,.Ĵ._ x˹|TC4R#]׵IǥzSȤ"ފln>p "u[K$Ul/+J`G_`_+nD޽)+zXAÈgH2VJ>+|u1hlG+Zq"hO?0S|Pg\a%c)t*"t10 V9uKDUGHQª߲N>`_9j?6sb;,7q@1w1 geEۍK6e_5|go_S흢awݢ8bpHc˲jG_bugY; j%"hN¡Zr:誨MN>ؾ+ɤ LZ-7%Gmg/vkOC9*%/8>l":0@Tpd O$)7tVPP4l+DymIۤ2D(EwȐO)[n>:&Z[pt8Cђڐ42X(&eZJDk F#R-MeE!rʊ$%mO_[|0be/JYpJ%Oc xl@s<͛7#yfjLهZ<UJO棍\ QT\X)iް7|Ny E J-Bx5 I$E x"̈٠P 5{vfb&HGf3RMї4БV膔SoK .s !]@TČD$ŐH+BRsI=|H+غ.PjCC/nh<sÑ|BLbR2~YoYp!h?@Ry,9W@$ڒKjHݧrc!AbR"S@R]EvI:rڬuN>C#0XݨE8A. ׽BzhWmc)'91BbTxDD:PU*%q+-4 rCZGD; Ni T_N>|,Nʒ\Pb$D~1yD;0 h*2]?2k,8qFRG_w[wDCa&MWt8eϙi Ե| H[ ߅xpJCE;2NwOpHy돝pNHw[ݥh1цKIfin (Jb$:/m<TwJE{wSnKoഇL.3̷NsB0]MKp]σI1%bh{/p7t\m8 F`@V}\%cry~IB#e5Dk)[K5 "@nЩ2Bē5^+wAl  F v ޕr9~arKxOuZu͇& ) iSFVy5< }8/Vp Aό'uu_co?nN=NQKxN ¸R޹j !Y//y}< @co\/tJ*h> : <$:omY%nzc 5'!B?y䋷vD@gAs !RzSrFX dQoмS;؆ ! 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#{'} IGyNem7 (XC 9C q#2ChX ~TKkLD6Nicf찙UwL rty2PUۄKo~;.EIC#wL{ǽX.Qc^t*d5o ^kx[a9TlA0e;4| uR IӋu0}Q:-ͪS VxasQr~Txb,Jm5j`Pjz<ް`Ј qD;(r'%u%KMVw $H!9+}$0' {-ʹnYQo^:f6ԭޜGg5A5!`_jLSwQcJk_WD)լ#~ë#1h^6G2u76hG:JJa)grB&P1ae[D5?Ce[w^cr}W̳sZ\17B[EM?A0TP {Gپ_hM,E5j^X4֟IǧM(䷕G?[_P,P *Ks_QFP4&Q,Â̊Dxg(VdZ]FO4uk 8*Pyd&WE)$ oLK)=_$zYXsIAθ/b|< D-N3*#KhSǘ^AP._U'ڜގzsCŦ] Ǵ^N~KC{͝_r=VcV4=675pXm":x/Q#iJ07= >9Pդ!j4U~;TaTݪ̷@<253A12E24B487B4BB4C1FC45B7AC05B1>] /Filter/FlateDecode/Length 2398>> stream x5uU(*")]b+^b+v -*3s1ڳΙ{>55%KR޴)+v)l9VB뙅63 mڍ<|Yh^+tx€ ^, j% Cv+ kR~\a쯅) ,i[x:R۹0jLa^> -LpY W*Uv3wR;\y +|x$Ng8酏ٳ[ [a,B AB^^C`/ ˾ٶзWWVBMMQ5`W솝+LCv<߅eàPK2he=l5X+ VDShhhh脕` tEU cMtG{腞臾8#0ð6ºXa6!6HŦ1a'Lxl-9Dl=;`Gu]Q]|cݰ/A텽A8 >p(8 Gb +NTqNI8t3p ™8g< p>.…2\1W \Y:\p=nl܌p+nmxw܍p/|E3|/9—?G~^N՜?7¿m\bKX1JmRFYJQ(F cňbD1bQ(F#ňb0Q(F#Hdd0DF#YHdD1K_1m(Fƨa1jm F#_D*5 Fxѿa/Eբ(l02Eѿ_D*F"m0(FRJT-ŋEz>R$56Fs0d02 F#`d0bEŋFQa/j4Gu᫝P}ɊE_1m F_1mE`1 ɊE_1m F_1mE`1 ɊE_1m F_1mE`1 ɊE_1m F_1mE`1Xռ_1m'Ofы˨W٪ZGS4D,FheE,Ͱ"c%D F+EC7tDNX]V5z;z'7/c= @ 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lunarlunarlanguage: cpp compiler: - gcc script: - ./make.sh tlsh-3.4.4+20151206/js_ext/0000755000175000017500000000000012630710257013713 5ustar lunarlunartlsh-3.4.4+20151206/js_ext/tlsh.html0000644000175000017500000002103612630710257015555 0ustar lunarlunar

TLSH simpletest demo:

tlsh-3.4.4+20151206/js_ext/tlsh.js0000644000175000017500000004274612630710257015240 0ustar lunarlunar/* * Copyright 2013 Trend Micro Incorporated * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ /* * Port of C++ implementation tlsh to javascript. * * Construct Tlsh object with methods: * update * finale * fromTlshStr * reset * hash * totalDiff * * See tlsh.html for example use. */ var debug = false; /////////////////////////////////////////////////////////////////////////////////// // From tlsh_util.cpp var v_table = new Uint8Array([ 1, 87, 49, 12, 176, 178, 102, 166, 121, 193, 6, 84, 249, 230, 44, 163, 14, 197, 213, 181, 161, 85, 218, 80, 64, 239, 24, 226, 236, 142, 38, 200, 110, 177, 104, 103, 141, 253, 255, 50, 77, 101, 81, 18, 45, 96, 31, 222, 25, 107, 190, 70, 86, 237, 240, 34, 72, 242, 20, 214, 244, 227, 149, 235, 97, 234, 57, 22, 60, 250, 82, 175, 208, 5, 127, 199, 111, 62, 135, 248, 174, 169, 211, 58, 66, 154, 106, 195, 245, 171, 17, 187, 182, 179, 0, 243, 132, 56, 148, 75, 128, 133, 158, 100, 130, 126, 91, 13, 153, 246, 216, 219, 119, 68, 223, 78, 83, 88, 201, 99, 122, 11, 92, 32, 136, 114, 52, 10, 138, 30, 48, 183, 156, 35, 61, 26, 143, 74, 251, 94, 129, 162, 63, 152, 170, 7, 115, 167, 241, 206, 3, 150, 55, 59, 151, 220, 90, 53, 23, 131, 125, 173, 15, 238, 79, 95, 89, 16, 105, 137, 225, 224, 217, 160, 37, 123, 118, 73, 2, 157, 46, 116, 9, 145, 134, 228, 207, 212, 202, 215, 69, 229, 27, 188, 67, 124, 168, 252, 42, 4, 29, 108, 21, 247, 19, 205, 39, 203, 233, 40, 186, 147, 198, 192, 155, 33, 164, 191, 98, 204, 165, 180, 117, 76, 140, 36, 210, 172, 41, 54, 159, 8, 185, 232, 113, 196, 231, 47, 146, 120, 51, 65, 28, 144, 254, 221, 93, 189, 194, 139, 112, 43, 71, 109, 184, 209]); function b_mapping(salt, i, j, k) { var h = 0; h = v_table[h ^ salt]; h = v_table[h ^ i]; h = v_table[h ^ j]; h = v_table[h ^ k]; return h; } var LOG_1_5 = 0.4054651; var LOG_1_3 = 0.26236426; var LOG_1_1 = 0.095310180; function l_capturing(len) { var i; if( len <= 656 ) { i = Math.floor( Math.log(len) / LOG_1_5 ); } else if( len <= 3199 ) { i = Math.floor( Math.log(len) / LOG_1_3 - 8.72777 ); } else { i = Math.floor( Math.log(len) / LOG_1_1 - 62.5472 ); } return (i & 0xFF); } function swap_byte( i ) { var byte = 0; byte = ((i & 0xF0) >> 4) & 0x0F; byte |= ((i & 0x0F) << 4) & 0xF0; return byte; } function to_hex( data, len ) { // Use TLSH.java implementation for to_hex var s = new String; for (var i=0; i x ){ dl = y - x; dr = x + R - y; }else{ dl = x - y; dr = y + R - x; } return (dl > dr ? dr : dl); } // Use generateTable() from TLSH.java implementation function generateTable() { var arraySize = 256; var result = new Array(arraySize); for (var i=0; i buf.bucket_copy[right] ) { SWAP_UINT( buf, left, right ); } return left; } var ret = left; var pivot = (left + right)>>1; var val = buf.bucket_copy[pivot]; buf.bucket_copy[pivot] = buf.bucket_copy[right]; buf.bucket_copy[right] = val; for( var i = left; i < right; i++ ) { if( buf.bucket_copy[i] < val ) { SWAP_UINT( buf, ret, i ); ret++; } } buf.bucket_copy[right] = buf.bucket_copy[ret]; buf.bucket_copy[ret] = val; return ret; } function find_quartile(tlsh, quartiles) { var buf = new Object(); buf.bucket_copy = new Uint32Array(EFF_BUCKETS); var short_cut_left = new Uint32Array(EFF_BUCKETS); var short_cut_right = new Uint32Array(EFF_BUCKETS); var spl = 0; var spr = 0; var p1 = EFF_BUCKETS/4-1; var p2 = EFF_BUCKETS/2-1; var p3 = EFF_BUCKETS-EFF_BUCKETS/4-1; var end = EFF_BUCKETS-1; for(var i=0; i<=end; i++) { buf.bucket_copy[i] = tlsh.a_bucket[i]; } for( var l=0, r=end; ; ) { var ret = partition( buf, l, r ); if( ret > p2 ) { r = ret - 1; short_cut_right[spr] = ret; spr++; } else if( ret < p2 ){ l = ret + 1; short_cut_left[spl] = ret; spl++; } else { quartiles.q2 = buf.bucket_copy[p2]; break; } } short_cut_left[spl] = p2-1; short_cut_right[spr] = p2+1; for( var i=0, l=0; i<=spl; i++ ) { var r = short_cut_left[i]; if( r > p1 ) { for( ; ; ) { var ret = partition( buf, l, r ); if( ret > p1 ) { r = ret-1; } else if( ret < p1 ) { l = ret+1; } else { quartiles.q1 = buf.bucket_copy[p1]; break; } } break; } else if( r < p1 ) { l = r; } else { quartiles.q1 = buf.bucket_copy[p1]; break; } } for( var i=0, r=end; i<=spr; i++ ) { var l = short_cut_right[i]; if( l < p3 ) { for( ; ; ) { var ret = partition( buf, l, r ); if( ret > p3 ) { r = ret-1; } else if( ret < p3 ) { l = ret+1; } else { quartiles.q3 = buf.bucket_copy[p3]; break; } } break; } else if( l > p3 ) { r = l; } else { quartiles.q3 = buf.bucket_copy[p3]; break; } } } /////////////////////////////////////////////////////////////////////////////////// // Definition of tlsh object var Tlsh = function () { this.checksum = new Uint8Array(TLSH_CHECKSUM_LEN); // unsigned char array this.slide_window = new Uint8Array(SLIDING_WND_SIZE); this.a_bucket = new Uint32Array(BUCKETS); // unsigned int array this.data_len = 0; this.tmp_code = new Uint8Array(CODE_SIZE); this.Lvalue = 0; this.Q = 0; this.lsh_code = new String; this.lsh_code_valid = false; }; // Use get/setQLo() and get/setQHi() from TLSH.java implementation function getQLo(Q) { return (Q & 0x0F) } function getQHi(Q) { return ((Q & 0xF0) >> 4); } function setQLo(Q, x) { return (Q & 0xF0) | (x & 0x0F); } function setQHi(Q, x) { return (Q & 0x0F) | ((x & 0x0F) << 4); } // Allow caller to pass in length in case there are embedded null characters, as there // are in strings str_1 and str_2 (see simple_test.cpp) // // length parameter defaults to str.length Tlsh.prototype.update = function (str, length) { length = typeof length !== 'undefined' ? length : str.length; var data = []; for(var i = 0; i < length; i++) { var code = str.charCodeAt(i); if (code > 255) { alert("Unexpected " + str[i] + " has value " + code + " which is too large"); return; } // Since charCodeAt returns between 0~65536, simply save every character as 2-bytes // data.push(code & 0xff00, code & 0xff); data.push(code & 0xff); } if (length != data.length) { alert("Unexpected string length:" + length + " is not equal to value unsigned char length: " + data.length); return; } var j = this.data_len % RNG_SIZE; var fed_len = this.data_len; for( var i=0; i 0) { nonzero++; } } } if (nonzero <= 4*CODE_SIZE/2) { alert("ERROR: not enought variation in input - " + nonzero + " < " + 4*CODE_SIZE/2); } for(var i=0; i= '0' && str[i] <= '9') || (str[i] >= 'A' && str[i] <= 'F') || (str[i] >= 'a' && str[i] <= 'f') )) { alert("Tlsh.fromTlshStr() - string has invalid (non-hex) characters"); return; } } var tmp = from_hex(str); // Order of assignment is based on order of fields in lsh_bin // Also note that TLSH_CHECKSUM_LEN is 1 var i = 0; this.checksum[i] = swap_byte( tmp[i++] ); this.Lvalue = swap_byte( tmp[i++] ); this.Q = swap_byte( tmp[i++] ); for( var j=0; j < CODE_SIZE; j++ ) { this.tmp_code[j] = (tmp[i+CODE_SIZE-1-j]); } this.lsh_code_valid = true; } tlsh-3.4.4+20151206/test/0000755000175000017500000000000012630710257013376 5ustar lunarlunartlsh-3.4.4+20151206/test/simple_unittest.cpp0000644000175000017500000000707312630710257017341 0ustar lunarlunar/* * Copyright 2013 Trend Micro Incorporated * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ ////////////////////////////////////////////////////////////////////////// // // (C) Trend Micro // written Jon Oliver 2009 and 2010 ////////////////////////////////////////////////////////////////////////// #include #include #include #include #include "tlsh.h" int main(int argc, char *argv[]) { Tlsh t1; Tlsh t2; const char *str1 = "This is a test for Lili Diao. This is a string. Hello Hello Hello "; const char *str2 = "This is a test for Jon Oliver. This is a string. Hello Hello Hello "; int len1 = strlen(str1); int len2 = strlen(str2); char minSizeBuffer1[512]; for (int i = 0; i < 511; i++) { minSizeBuffer1[i] = i % 26 + 'A'; } minSizeBuffer1[511] = 0; strncpy(minSizeBuffer1, str1, len1); t1.final( (const unsigned char*) minSizeBuffer1, 512); char minSizeBuffer2[1024]; for (int i = 0; i < 1023; i++) { minSizeBuffer2[i] = i % 26 + 'A'; } minSizeBuffer2[1023] = 0; strncpy(minSizeBuffer2, str2, len2); t2.final( (const unsigned char*) minSizeBuffer2, 1024); printf("str1 = '%s'\n", minSizeBuffer1 ); printf("str2 = '%s'\n", minSizeBuffer2 ); printf("hash1 = %s\n", t1.getHash() ); printf("hash2 = %s\n", t2.getHash() ); printf("difference (same strings) = %d\n", t1.totalDiff(&t1) ); printf("difference (with len) = %d\n", t1.totalDiff(&t2) ); printf("difference (without len) = %d\n", t1.totalDiff(&t2, false) ); printf("Testing Tlsh with multiple update calls\n"); Tlsh t3, t4; snprintf(minSizeBuffer1, sizeof(minSizeBuffer1), "%s", str1); t3.update( (const unsigned char*) minSizeBuffer1, len1); for (int i = 0; i < 511; i++) { minSizeBuffer1[i] = i % 26 + 'A'; } minSizeBuffer1[511] = 0; t3.update( (const unsigned char*) minSizeBuffer1+len1, 512-len1); t3.final(); assert(strcmp(t1.getHash(), t3.getHash()) == 0); snprintf(minSizeBuffer2, sizeof(minSizeBuffer2), "%s", str2); t4.update( (const unsigned char*) minSizeBuffer2, len2); for (int i = 0; i < 1023; i++) { minSizeBuffer2[i] = i % 26 + 'A'; } minSizeBuffer2[1023] = 0; t4.final( (const unsigned char*) minSizeBuffer2+len2, 1024-len2); assert(strcmp(t2.getHash(), t4.getHash()) == 0); printf("hash3 = %s\n", t3.getHash() ); printf("hash4 = %s\n", t4.getHash() ); printf("Testing Tlsh.fromTlshStr()\n"); printf("Recreating tlsh3 from %s\n", t1.getHash(minSizeBuffer1, sizeof(minSizeBuffer1))); t3.reset(); t3.fromTlshStr(minSizeBuffer1); printf("hash3 = %s\n", t3.getHash(minSizeBuffer2, sizeof(minSizeBuffer2))); assert(strcmp(minSizeBuffer1, minSizeBuffer2) == 0); printf("Recreating tlsh4 from %s\n", t2.getHash(minSizeBuffer1, sizeof(minSizeBuffer1))); t4.reset(); t4.fromTlshStr(minSizeBuffer1); printf("hash4 = %s\n", t4.getHash(minSizeBuffer2, sizeof(minSizeBuffer2))); assert(strcmp(minSizeBuffer1, minSizeBuffer2) == 0); printf("difference (same strings) = %d\n", t3.totalDiff(&t3) ); printf("difference (with len) = %d\n", t3.totalDiff(&t4) ); printf("difference (without len) = %d\n", t3.totalDiff(&t4, false) ); } tlsh-3.4.4+20151206/test/tlsh_unittest.cpp0000644000175000017500000005425412630710257017025 0ustar lunarlunar/* * Copyright 2013 Trend Micro Incorporated * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ ////////////////////////////////////////////////////////////////////////// // // (C) Trend Micro // written Jon Oliver 2009 and 2010 ////////////////////////////////////////////////////////////////////////// #include #include #include #include #ifdef WINDOWS #include #else // for directory processing on Unix / Linux #include #endif #include #include "tlsh.h" //////////////////////////////////////////////////////////////////////////////// #define ERROR_READING_FILE 1 #define WARNING_FILE_TOO_SMALL 2 #define WARNING_CANNOT_HASH 3 #define CONVERT_TAB "__" #define CONVERT_NEWLINE "__" #define CONVERT_LINEFEED "__" typedef enum { TAB, NEWLINE, LINEFEED } SpecialChar; SpecialChar getSpecialChar(const char *tab, const char *newline, const char *linefeed) { // To call this function, there has to be at least 1 special character assert (tab != NULL || newline != NULL || linefeed != NULL); if (tab == NULL) return (newline == NULL) ? LINEFEED : (linefeed == NULL) ? NEWLINE : (newline < linefeed) ? NEWLINE : LINEFEED; if (newline == NULL) return (tab == NULL) ? LINEFEED : (linefeed == NULL) ? TAB : (tab < linefeed) ? TAB : LINEFEED; if (linefeed == NULL) return (tab == NULL) ? NEWLINE : (newline == NULL) ? TAB : (tab < newline) ? TAB : NEWLINE; assert (false); // We should never get here return TAB; // To remove compiler warning about reaching end of non-void function } static const char *convert_special_chars(char *filename, char *buf, size_t bufSize, const char *curTab, const char *replaceTab, const char *curNewline, const char *replaceNewline, const char *curLinefeed, const char *replaceLinefeed) { size_t fname_offset = 0; size_t buf_offset = 0; while (true) { char *tab = strstr(filename+fname_offset, curTab); char *newline = strstr(filename+fname_offset, curNewline); char *linefeed = strstr(filename+fname_offset, curLinefeed); // when no more special characters to replace, copy the remaining part of filename and then return. if (tab == NULL && newline == NULL && linefeed == NULL) { snprintf(buf+buf_offset, bufSize-buf_offset, "%s", filename+fname_offset); return buf; } SpecialChar sp = getSpecialChar(tab, newline, linefeed); if (sp == TAB) { char save = *tab; *tab = '\0'; // terminate for snprintf buf_offset += snprintf(buf+buf_offset, bufSize-buf_offset, "%s%s", filename+fname_offset, replaceTab); fname_offset = tab - filename + strlen(curTab); *tab = save; // replace tab } else if (sp == NEWLINE) { char save = *newline; *newline = '\0'; // terminate for snprintf buf_offset += snprintf(buf+buf_offset, bufSize-buf_offset, "%s%s", filename+fname_offset, replaceNewline); fname_offset = newline - filename + strlen(curNewline); *newline = save; // replace newline } else { assert (sp == LINEFEED); char save = *linefeed; *linefeed = '\0'; // terminate for snprintf buf_offset += snprintf(buf+buf_offset, bufSize-buf_offset, "%s%s", filename+fname_offset, replaceLinefeed); fname_offset = linefeed - filename + strlen(curLinefeed); *linefeed = save; // replace linefeed } } } static int read_file_eval_tlsh(char *fname, Tlsh *th, int show_details) { /////////////////////////////////////// // 1. How big is the file? /////////////////////////////////////// FILE *fd = fopen(fname, "r"); if(fd==NULL) return(ERROR_READING_FILE); int ret = 1; int sizefile = 0; fseek(fd, 0L, SEEK_END); sizefile = ftell(fd); fclose(fd); if (sizefile < MIN_DATA_LENGTH) return(WARNING_FILE_TOO_SMALL); /////////////////////////////////////// // 2. allocate the memory /////////////////////////////////////// unsigned char* data = (unsigned char*)malloc(sizefile); if (data == NULL) { fprintf(stderr, "out of memory...\n"); exit(0); } /////////////////////////////////////// // 3. read the file /////////////////////////////////////// #ifdef WINDOWS // Handle differently for Windows because the fread function in msvcr80.dll has a bug // and it does not always read the entire file. if (!read_file_win(fname, sizefile, data)) { free(data); return(ERROR_READING_FILE); } #else fd = fopen(fname, "r"); if (fd==NULL) { free(data); return(ERROR_READING_FILE); } ret = fread(data, sizeof(unsigned char), sizefile, fd); fclose(fd); if (ret != sizefile) { fprintf(stderr, "fread %d bytes from %s failed: only %d bytes read\n", sizefile, fname, ret); return(ERROR_READING_FILE); } #endif /////////////////////////////////////// // 4. calculate the th /////////////////////////////////////// th->final(data, sizefile); /////////////////////////////////////// // 5. clean up and return /////////////////////////////////////// free(data); if (th->getHash() == NULL || th->getHash()[0] == '\0') { return(WARNING_CANNOT_HASH); } if (show_details >= 1) { printf("eval %s %s\n", fname, th->getHash() ); } return(0); } bool is_dir(char *dirname) { DIR *dip; if (dirname == NULL) { return(false); } dip = opendir(dirname); if (dip == NULL) { return(false); } closedir(dip); return(true); } struct FileName { char *tlsh; // Only used with -l parameter char *name; }; static int count_files_in_dir(char *dirname) { DIR *dip; struct dirent *dit; dip = opendir(dirname); if (dip == NULL) { return(0); } dit = readdir(dip); int n_file = 0; while (dit != NULL) { char tmp_fname[2000]; int len = snprintf(tmp_fname, sizeof(tmp_fname)-1, "%s/%s", dirname, dit->d_name); if (len < sizeof(tmp_fname) - 2) { if (is_dir(tmp_fname) ) { if ((strcmp(dit->d_name, ".") == 0) || (strcmp(dit->d_name, "..") == 0)) { ; } else { int file_in_dir = count_files_in_dir(tmp_fname); n_file = n_file + file_in_dir; } } else { n_file ++; } } dit = readdir(dip); } closedir(dip); return(n_file); } static int recursive_read_files_from_dir(char *dirname, struct FileName *fnames, int max_fnames, int *n_file) { DIR *dip; struct dirent *dit; dip = opendir(dirname); if (dip == NULL) { fprintf(stderr, "cannot open directory %s\n", dirname); return(1); } dit = readdir(dip); while (dit != NULL) { char tmp_fname[2000]; int len = snprintf(tmp_fname, sizeof(tmp_fname)-1, "%s/%s", dirname, dit->d_name); // -2 for safety if (len < sizeof(tmp_fname) - 2) { if (is_dir(tmp_fname) ) { if ((strcmp(dit->d_name, ".") == 0) || (strcmp(dit->d_name, "..") == 0)) { ; } else { int err = recursive_read_files_from_dir(tmp_fname, fnames, max_fnames, n_file); if (err) { closedir(dip); return(1); } } } else { if (*n_file >= max_fnames) { fprintf(stderr, "warning too many files max_fnames=%d *n_file=%d\n", max_fnames, *n_file); closedir(dip); return(1); } fnames[*n_file].name = strdup(tmp_fname); *n_file = *n_file + 1; } } dit = readdir(dip); } closedir(dip); return(0); } static int read_files_from_dir(char *dirname, struct FileName *fnames, int max_fnames, int *n_file) { *n_file = 0; int err = recursive_read_files_from_dir(dirname, fnames, max_fnames, n_file); return(err); } static int compar_FileName(const void *x1, const void *x2) { struct FileName *r1; struct FileName *r2; r1 = (struct FileName *) x1; r2 = (struct FileName *) x2; // printf("compare %s %s\n", r1->name, r2->name); return (strcmp(r1->name, r2->name)); } static void freeFileName(struct FileName *fnames, int count) { for (int i=0; i max_files) { fprintf(stderr, "error: too many files n_file=%d max_files=%d\n", n_file, max_files); free(tptr); freeFileName(fnames, max_files+1); return; } for (int ti=0; tifromTlshStr(fnames[ti].tlsh); if (err) { fprintf(stderr, "warning: cannot read TLSH code %s\n", fnames[ti].name); delete th; } else { tptr[ti] = th; } } else { char *curr_fname = fnames[ti].name; Tlsh *th = new Tlsh(); err = read_file_eval_tlsh(curr_fname, th, show_details); if (err == 0) { tptr[ti] = th; } else if (err == ERROR_READING_FILE) { fprintf(stderr, "error file %s: cannot read file\n", curr_fname); delete th; } else if (err == WARNING_FILE_TOO_SMALL) { fprintf(stderr, "file %s: file too small\n", curr_fname); delete th; } else if (err == WARNING_CANNOT_HASH) { fprintf(stderr, "file %s: cannot hash\n", curr_fname); delete th; } else { fprintf(stderr, "file %s: unknown error\n", curr_fname); delete th; } } } Tlsh *comp_th = NULL; if (compare_fname) { comp_th = new Tlsh(); err = read_file_eval_tlsh(compare_fname, comp_th, show_details); if (err == 0) { ; } else if (err == ERROR_READING_FILE) { // compare_fname is not a file. Assume it is a TLSH digest if (comp_th->fromTlshStr(compare_fname)) { fprintf(stderr, "error %s: not a valid file or TLSH digest\n", compare_fname); delete comp_th; comp_th = NULL; } } else { if (err == WARNING_FILE_TOO_SMALL) { fprintf(stderr, "file %s: file too small\n", compare_fname); } else if (err == WARNING_CANNOT_HASH) { fprintf(stderr, "file %s: cannot hash\n", compare_fname); } else { fprintf(stderr, "file %s: unknown error\n", compare_fname); } delete comp_th; comp_th = NULL; } if (comp_th == NULL) { freeFileName(fnames, max_files+1); exit(1); } } char buf1[2000]; char buf2[2000]; if (xref) { for (int ti=0; titotalDiff(xh, xlen); if (tdiff <= threshold) { if (show_details) printf("%s [%s] %s [%s] %d\n", fnames[ti].name, th->getHash(), fnames[xi].name, xh->getHash(), tdiff); else printf("%s %s %d\n", convert_special_chars(fnames[ti].name, buf1, sizeof(buf1), "\t", CONVERT_TAB, "\n", CONVERT_NEWLINE, "\r", CONVERT_LINEFEED), convert_special_chars(fnames[xi].name, buf2, sizeof(buf2), "\t", CONVERT_TAB, "\n", CONVERT_NEWLINE, "\r", CONVERT_LINEFEED), tdiff); } } } } } } else { for (int ti=0; titotalDiff(th, xlen); if (tdiff <= threshold) { if (dirname || listname) { printf("%s %s %d\n", convert_special_chars(compare_fname, buf1, sizeof(buf1), "\t", CONVERT_TAB, "\n", CONVERT_NEWLINE, "\r", CONVERT_LINEFEED), convert_special_chars(fnames[ti].name, buf2, sizeof(buf2), "\t", CONVERT_TAB, "\n", CONVERT_NEWLINE, "\r", CONVERT_LINEFEED), tdiff); } else { printf("%4d %s\n", tdiff, convert_special_chars(fnames[ti].name, buf1, sizeof(buf1), "\t", CONVERT_TAB, "\n", CONVERT_NEWLINE, "\r", CONVERT_LINEFEED)); } } } else { printf("%s %s\n", th->getHash(), convert_special_chars(fnames[ti].name, buf1, sizeof(buf1), "\t", CONVERT_TAB, "\n", CONVERT_NEWLINE, "\r", CONVERT_LINEFEED)); } } } } // free allocated memory for (int ti=0; ti] -f [-T ] [-xlen] [-details]\n", pgmName); printf(" : %s -c -d [-T ] [-xlen] [-details]\n", pgmName); printf(" : %s [-c | -xref] -r [-T ] [-xlen] [-details]\n", pgmName); printf(" : %s [-c | -xref] -l [-T ] [-xlen] [-details]\n", pgmName); printf(" : %s -version: prints version of tlsh library\n", pgmName); printf("\n"); printf("%s can be used to compute TLSH digest values or the distance between digest values in the following ways:\n", pgmName); printf(" 1) To compute the TLSH digest value of a single file (-f file), or a directory of files (-r dir).\n"); printf(" This output can be used to create the listfile required by the -l option described below.\n"); printf(" 2) To compute the distance between a comparison file or TLSH digest (-c file|digest) and the\n"); printf(" specified file (-f file), TLSH digest (-d digest), directory of files (-r dir), or list (-l listfile).\n"); printf(" 3) To compute the distance between each element in a set of files (-r dir) or files/digests in a\n"); printf(" list (-l listfile) with every other element in that set, using the –xref flag\n"); printf("\n"); printf("parameters: \n"); printf(" -c file|digest: Specifies a filename or digest whose TLSH value will be compared to a specified TLSH digest (-d) OR the TLSH value of a sepcified\n"); printf(" file (-f) OR the TLSH values of files in a specified directory (-r) OR the TLSH values in a specified listfile (-l)\n"); printf(" -xref: Used only when a set of files (-r dir) or TLSH values (-l listfile) is specified.\n"); printf(" Results in the calculation of distance between each element in the set.\n"); printf(" -f file: Specifies a file whose TLSH values are to be computed, or used for comparison (-c file|digest)\n"); printf(" -d digest: Specifies a TLSH digest value that is to be compared to the specified comparison file or digest (-c file|digset)\n"); printf(" -r dir: Specifies a recursive directory search for files whose TLSH values are to be computed, or used for comparison (-c file|digset or -xref)\n"); printf(" -l listfile: Used for comparison purposes only (-c file|digset or -xref). Each line in listfile can contain either:\n"); printf(" - a TLSH digest value (comparison output will display TLSH digests)\n"); printf(" - a tab separated TLSH digest value and its corresponding filename (comparison output will display filenames)\n"); printf(" The tab separated listfile can be generated by running %s with either the -f or -r flag\n", pgmName); printf(" -xlen: Passed as the len_diff parameter to Tlsh::totalDiff(). If not specified, len_diff will be true, else false. Determines if the lengths\n"); printf(" of the compared files is to be included in determining the distance. See tlsh.h for details.\n"); printf(" -details: Results in extra detailed output.\n"); printf(" -T threshold_value: Used only during comparisons (-c file|digset or -xref). Specifies the maximum distance that a comparison must\n"); printf(" generate before it is reported. (defaults to %d)\n", DEFAULT_THRESHOLD); printf("\n"); printf("Example usages:\n"); printf(" To calculate the distance between two files, run the command:\n"); printf(" %s -c -f \n", pgmName); printf("\n"); printf(" To calculate the distance between two TLSH digest values, run the command:\n"); printf(" %s -c -d \n", pgmName); printf("\n"); printf(" To calculate the TLSH digest values for every file in a directory - this can create the input for the -l option\n"); printf(" %s -r \n", pgmName); printf("\n"); printf(" To get the distance between a reference TLSH digest value, and a list of TLSH digest values in a file:\n"); printf(" %s -c -l \n", pgmName); printf("\n"); printf(" To compare the TLSH value for every file in a directory, to every other file in that directory, run the command:\n"); printf(" %s -xref -r \n", pgmName); printf("\n"); exit(0); } int main(int argc, char *argv[]) { char *digestname = NULL; char *dirname = NULL; char *listname = NULL; char *compare_fname = NULL; char *fname = NULL; int xref = 0; bool xlen = true; int show_details = 0; int threshold = DEFAULT_THRESHOLD; int argIdx = 1; while (argc > argIdx) { if (strcmp(argv[argIdx], "-c") == 0) { compare_fname = argv[argIdx+1]; argIdx = argIdx+2; } else if (strcmp(argv[argIdx], "-l") == 0) { listname = argv[argIdx+1]; argIdx = argIdx+2; } else if (strcmp(argv[argIdx], "-r") == 0) { dirname = argv[argIdx+1]; argIdx = argIdx+2; } else if (strcmp(argv[argIdx], "-f") == 0) { fname = argv[argIdx+1]; argIdx = argIdx+2; } else if (strcmp(argv[argIdx], "-d") == 0) { digestname = argv[argIdx+1]; argIdx = argIdx+2; } else if (strcmp(argv[argIdx], "-T") == 0) { char *threshold_str = argv[argIdx+1]; if ((threshold_str[0] >= '0') && (threshold_str[0] <= '9')) { threshold = atoi(argv[argIdx+1]); } else { printf("\nBad threshold '%s' - must be a numeric value\n", argv[argIdx+1]); usage(argv[0]); } argIdx = argIdx+2; } else if (strcmp(argv[argIdx], "-xref") == 0) { xref = 1; argIdx = argIdx+1; } else if (strcmp(argv[argIdx], "-details") == 0) { show_details ++; argIdx = argIdx+1; } else if (strcmp(argv[argIdx], "-xlen") == 0) { xlen = false; argIdx = argIdx+1; } else if (strcmp(argv[argIdx], "-version") == 0) { printf("%s\n", Tlsh::version()); return 0; } else { printf("\nunknown option '%s'\n\n", argv[argIdx]); usage(argv[0]); } } // can only have one of fname / listname or dirname set int count = 0; if (fname) { if (xref) { printf("\n-xref option does not work with -f option\n\n"); usage(argv[0]); } count ++; } if (digestname) { if (!compare_fname) { printf("\nA file or digest comparison (-c option) must be specified with the digest (-d) option\n\n"); usage(argv[0]); } count ++; } if (listname) count ++; if (dirname) count ++; if (count != 1) { if (count > 0) printf("\nSpecify EITHER option -f OR -d OR -r OR -l\n\n"); usage(argv[0]); } if (compare_fname && xref) { printf("\nSpecify either the -c or -xref option, but not both.\n\n"); usage(argv[0]); } trendLSH_ut(compare_fname, dirname, listname, fname, digestname, xref, xlen, show_details, threshold); } tlsh-3.4.4+20151206/test/CMakeLists.txt0000644000175000017500000000262312630710257016141 0ustar lunarlunar# Copyright 2013 Trend Micro Incorporated # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. add_executable(tlsh_version tlsh_version.cpp) target_link_libraries(tlsh_version tlsh) set_target_properties(tlsh_version PROPERTIES RUNTIME_OUTPUT_DIRECTORY ${CMAKE_SOURCE_DIR}/bin) set_target_properties(tlsh_version PROPERTIES OUTPUT_NAME tlsh_version${BUILD_POSTFIX}) add_executable(simple_unittest simple_unittest.cpp) target_link_libraries(simple_unittest tlsh) set_target_properties(simple_unittest PROPERTIES RUNTIME_OUTPUT_DIRECTORY ${CMAKE_SOURCE_DIR}/bin) set_target_properties(simple_unittest PROPERTIES OUTPUT_NAME simple_unittest${BUILD_POSTFIX}) add_executable(tlsh_unittest tlsh_unittest.cpp) target_link_libraries(tlsh_unittest tlsh) set_target_properties(tlsh_unittest PROPERTIES RUNTIME_OUTPUT_DIRECTORY ${CMAKE_SOURCE_DIR}/bin) set_target_properties(tlsh_unittest PROPERTIES OUTPUT_NAME tlsh_unittest${BUILD_POSTFIX}) tlsh-3.4.4+20151206/test/tlsh_version.cpp0000644000175000017500000000200512630710257016616 0ustar lunarlunar/* * Copyright 2013 Trend Micro Incorporated * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ ////////////////////////////////////////////////////////////////////////// // // (C) Trend Micro ////////////////////////////////////////////////////////////////////////// #include #include #include #include "tlsh_impl.h" int main(int argc, char *argv[]) { printf("%d\tbuckets hash (128 compact, 256 full)\n", EFF_BUCKETS); printf("%d\tbyte checksum\n", TLSH_CHECKSUM_LEN); } tlsh-3.4.4+20151206/clean.sh0000755000175000017500000000031612630710257014040 0ustar lunarlunar#!/bin/sh echo "rm -rf bin build lib Testing/tmp test/simple_unittest test/tlsh_version test/tlsh_unittest" rm -rf bin build lib Testing/tmp test/simple_unittest test/tlsh_version test/tlsh_unittest tlsh-3.4.4+20151206/utils/0000755000175000017500000000000012630710257013557 5ustar lunarlunartlsh-3.4.4+20151206/utils/rand_tags.cpp0000644000175000017500000003513612630710257016235 0ustar lunarlunar #include #include #include #include #include #include "tlsh.h" static void html_contents(std::string &htmls); static void html_table(std::string &htmls, int *ntags); struct tagdef { int relative_count; const char *s; }; struct tagdef anchor_def[] = { { 165, "" }, { 2, "" }, { 323, "" }, { 1, "" }, { 8, "" }, { 2, "" }, { 6, "" }, { 8, "" }, { 7, "" }, { 11, "" }, { 1, "" }, { 4, "" }, { 14, "" }, { 6, "" }, { 2, "" }, { 19, "" }, { 5, "" }, { 67, "" }, { 2, "" }, { 7, "" }, { 7, "" }, { 1, "" }, { 6, "" }, { 2, "" }, { 2, "" }, { 0, NULL } }; static int random_tags(struct tagdef *tag_def) { int count = 0; int total = 0; while (tag_def[count].relative_count > 0) { total = total + tag_def[count].relative_count; count ++; } // printf("total=%d count=%d\n", total, count); int x = abs((int) random()) % total; int idx = 0; for (int ti=0; ti')) { htmls += '>'; return; } htmls += tag[ti]; ti ++; } htmls += '>'; } static void anchor(std::string &htmls) { int anchor_tag = random_tags(anchor_def); char *anchor_tag_str = (char *) anchor_def[anchor_tag].s; htmls += anchor_tag_str; htmls += '\n'; endtag(htmls, anchor_tag_str); htmls += '\n'; } struct tagdef body_def[] = { { 83, "" }, { 38, "" }, { 17, "" }, { 46, "" }, { 24, "" }, { 1, "" }, { 1, "" }, { 5, "" }, { 1, "" }, { 1, "" }, { 0, NULL } }; struct tagdef meta_def[] = { { 9, "" }, { 1, "" }, { 90, "" }, { 9, "" }, { 22, "" }, { 23, "" }, { 88, "" }, { 2, "" }, { 27, "" }, { 2, "" }, { 0, NULL } }; struct tagdef head_def[] = { { 64, "" }, { 10, "" }, { 110, "" }, { 0, NULL } }; static void head_meta(std::string &htmls) { // --> int head_tag = random_tags(head_def); char *head_tag_str = (char *) head_def[head_tag].s; htmls += head_tag_str; htmls += '\n'; // meta #1 int meta_tag = random_tags(meta_def); char *meta_tag_str = (char *) meta_def[meta_tag].s; htmls += meta_tag_str; htmls += '\n'; // meta #2 meta_tag = random_tags(meta_def); meta_tag_str = (char *) meta_def[meta_tag].s; htmls += meta_tag_str; htmls += '\n'; endtag(htmls, head_tag_str); htmls += '\n'; } struct tagdef html_def[] = { { 111, "" }, { 111, "" }, { 1, "" }, { 0, NULL } }; static void html_tags(std::string &htmls, bool verbose) { bool bodyFlag = true; if (random() % 6 == 1) bodyFlag = false; if (random() % 20 == 1) { if (random() % 10 == 1) htmls += ""; else htmls += ""; } int html_tag = random_tags(html_def); char *html_tag_str = (char *) html_def[html_tag].s; htmls += html_tag_str; htmls += '\n'; if (random() % 10 == 1) { head_meta(htmls); } char *body_tag_str; if (bodyFlag) { int body_tag = random_tags(body_def); body_tag_str = (char *) body_def[body_tag].s; htmls += body_tag_str; htmls += '\n'; } if (verbose) printf("BEFORE html_contents: %s\n", htmls.c_str() ); html_contents(htmls); if (verbose) printf("AFTER html_contents: %s\n", htmls.c_str() ); if (bodyFlag) { endtag(htmls, body_tag_str); htmls += '\n'; } endtag(htmls, html_tag_str); htmls += '\n'; } #define MIN_TLSH_LEN 512 static void html(unsigned int seed, bool show_lsh, char *dir) { std::string htmls; Tlsh n; bool verbose = false; srandom(seed); // if (seed == 4628) // verbose = true; html_tags(htmls, verbose); // printf("seed=%d len=%d\n", seed, htmls.length()); if (htmls.length() <= MIN_TLSH_LEN) return; n.final((unsigned char *)htmls.c_str(), htmls.length()); const char *tlsh_str = n.getHash(); if (tlsh_str == NULL) return; if (show_lsh) { printf("%s %d\n", tlsh_str, seed); } else { if (dir == NULL) { printf("=== seed=%d ===\n", seed); printf("%s", htmls.c_str() ); } else { char fname[1000]; snprintf(fname, 1000, "%s/tags.%d", dir, seed); FILE *f; f = fopen(fname, "w"); if (f == NULL) { printf("error: cannot open to write %s\n", fname); exit(1); } fprintf(f, "%s", htmls.c_str() ); fclose(f); } } } struct tagdef random_def[] = { { 13, "" }, { 10, "" }, { 1, "
" }, { 12, "
" }, { 2, "
" }, { 9, "
" }, { 4, "
" }, { 1, "
" }, { 1, "
" }, { 2, "" }, { 1, "" }, { 41, "
" }, { 1863, "
" }, // orig 18632 { 23, "
" }, { 7, "
" }, { 21, "
" }, { 2, "
" }, { 1, "
" }, { 11, "
" }, { 28, "
" }, { 2, "
" }, { 13, "
" }, { 4, "
" }, { 7, "
" }, { 2, "
" }, { 25, "
" }, { 11, "
" }, { 7, "
" }, { 35, "
" }, { 4, "" }, { 122, "" }, { 46, "" }, { 1, "" }, { 2, "" }, { 36, "" }, { 40, "" }, { 2, "" }, { 11, "" }, { 1, "" }, { 12, "" }, { 2, "" }, { 11, "" }, { 1, "" }, { 52, "" }, { 47, "" }, { 93, "" }, { 5, "" }, { 4, "" }, { 17, "" }, { 17, "" }, { 109, "" }, { 2, "" }, { 1, "" }, { 4, "" }, { 3, "

" }, { 8, "" }, { 40, "" }, { 205, "

" }, { 1796, "

" }, { 3, "

" }, { 14, "

" }, { 1, "

" }, { 19, "

" },
	{ 1,	"
" },
	{ 2,	"
" },
	{ 2,	"
" },
	{ 2,	"
" },
	{ 1,	"" },
	{ 1,	"" },
	{ 14,	"" },
	{ 10,	"" },
	{ 4,	"" },
	{ 4,	"" },
	{ 40,	"" },
	{ 32,	"" },
	{ 11,	"" },
	{ 1,	"" },
	{ 5,	"" },
	{ 32,	"