/* american fuzzy lop++ - fuzze_one routines in different flavours --------------------------------------------------------------- Originally written by Michal Zalewski Now maintained by Marc Heuse , Heiko Eißfeldt and Andrea Fioraldi Copyright 2016, 2017 Google Inc. All rights reserved. Copyright 2019-2020 AFLplusplus Project. All rights reserved. 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 This is the real deal: the program takes an instrumented binary and attempts a variety of basic fuzzing tricks, paying close attention to how they affect the execution path. */ #include "afl-fuzz.h" #include #include /* MOpt */ static int select_algorithm(afl_state_t *afl, u32 max_algorithm) { int i_puppet, j_puppet = 0, operator_number = max_algorithm; double range_sele = (double)afl->probability_now[afl->swarm_now][operator_number - 1]; double sele = ((double)(rand_below(afl, 10000) * 0.0001 * range_sele)); for (i_puppet = 0; i_puppet < operator_num; ++i_puppet) { if (unlikely(i_puppet == 0)) { if (sele < afl->probability_now[afl->swarm_now][i_puppet]) { break; } } else { if (sele < afl->probability_now[afl->swarm_now][i_puppet]) { j_puppet = 1; break; } } } if ((j_puppet == 1 && sele < afl->probability_now[afl->swarm_now][i_puppet - 1]) || (i_puppet + 1 < operator_num && sele > afl->probability_now[afl->swarm_now][i_puppet + 1])) { FATAL("error select_algorithm"); } return i_puppet; } /* Helper to choose random block len for block operations in fuzz_one(). Doesn't return zero, provided that max_len is > 0. */ static u32 choose_block_len(afl_state_t *afl, u32 limit) { u32 min_value, max_value; u32 rlim = MIN(afl->queue_cycle, (u32)3); if (unlikely(!afl->run_over10m)) { rlim = 1; } switch (rand_below(afl, rlim)) { case 0: min_value = 1; max_value = HAVOC_BLK_SMALL; break; case 1: min_value = HAVOC_BLK_SMALL; max_value = HAVOC_BLK_MEDIUM; break; default: if (likely(rand_below(afl, 10))) { min_value = HAVOC_BLK_MEDIUM; max_value = HAVOC_BLK_LARGE; } else { min_value = HAVOC_BLK_LARGE; max_value = HAVOC_BLK_XL; } } if (min_value >= limit) { min_value = 1; } return min_value + rand_below(afl, MIN(max_value, limit) - min_value + 1); } /* Helper function to see if a particular change (xor_val = old ^ new) could be a product of deterministic bit flips with the lengths and stepovers attempted by afl-fuzz. This is used to avoid dupes in some of the deterministic fuzzing operations that follow bit flips. We also return 1 if xor_val is zero, which implies that the old and attempted new values are identical and the exec would be a waste of time. */ static u8 could_be_bitflip(u32 xor_val) { u32 sh = 0; if (!xor_val) { return 1; } /* Shift left until first bit set. */ while (!(xor_val & 1)) { ++sh; xor_val >>= 1; } /* 1-, 2-, and 4-bit patterns are OK anywhere. */ if (xor_val == 1 || xor_val == 3 || xor_val == 15) { return 1; } /* 8-, 16-, and 32-bit patterns are OK only if shift factor is divisible by 8, since that's the stepover for these ops. */ if (sh & 7) { return 0; } if (xor_val == 0xff || xor_val == 0xffff || xor_val == 0xffffffff) { return 1; } return 0; } /* Helper function to see if a particular value is reachable through arithmetic operations. Used for similar purposes. */ static u8 could_be_arith(u32 old_val, u32 new_val, u8 blen) { u32 i, ov = 0, nv = 0, diffs = 0; if (old_val == new_val) { return 1; } /* See if one-byte adjustments to any byte could produce this result. */ for (i = 0; (u8)i < blen; ++i) { u8 a = old_val >> (8 * i), b = new_val >> (8 * i); if (a != b) { ++diffs; ov = a; nv = b; } } /* If only one byte differs and the values are within range, return 1. */ if (diffs == 1) { if ((u8)(ov - nv) <= ARITH_MAX || (u8)(nv - ov) <= ARITH_MAX) { return 1; } } if (blen == 1) { return 0; } /* See if two-byte adjustments to any byte would produce this result. */ diffs = 0; for (i = 0; (u8)i < blen / 2; ++i) { u16 a = old_val >> (16 * i), b = new_val >> (16 * i); if (a != b) { ++diffs; ov = a; nv = b; } } /* If only one word differs and the values are within range, return 1. */ if (diffs == 1) { if ((u16)(ov - nv) <= ARITH_MAX || (u16)(nv - ov) <= ARITH_MAX) { return 1; } ov = SWAP16(ov); nv = SWAP16(nv); if ((u16)(ov - nv) <= ARITH_MAX || (u16)(nv - ov) <= ARITH_MAX) { return 1; } } /* Finally, let's do the same thing for dwords. */ if (blen == 4) { if ((u32)(old_val - new_val) <= ARITH_MAX || (u32)(new_val - old_val) <= ARITH_MAX) { return 1; } new_val = SWAP32(new_val); old_val = SWAP32(old_val); if ((u32)(old_val - new_val) <= ARITH_MAX || (u32)(new_val - old_val) <= ARITH_MAX) { return 1; } } return 0; } /* Last but not least, a similar helper to see if insertion of an interesting integer is redundant given the insertions done for shorter blen. The last param (check_le) is set if the caller already executed LE insertion for current blen and wants to see if BE variant passed in new_val is unique. */ static u8 could_be_interest(u32 old_val, u32 new_val, u8 blen, u8 check_le) { u32 i, j; if (old_val == new_val) { return 1; } /* See if one-byte insertions from interesting_8 over old_val could produce new_val. */ for (i = 0; i < blen; ++i) { for (j = 0; j < sizeof(interesting_8); ++j) { u32 tval = (old_val & ~(0xff << (i * 8))) | (((u8)interesting_8[j]) << (i * 8)); if (new_val == tval) { return 1; } } } /* Bail out unless we're also asked to examine two-byte LE insertions as a preparation for BE attempts. */ if (blen == 2 && !check_le) { return 0; } /* See if two-byte insertions over old_val could give us new_val. */ for (i = 0; (u8)i < blen - 1; ++i) { for (j = 0; j < sizeof(interesting_16) / 2; ++j) { u32 tval = (old_val & ~(0xffff << (i * 8))) | (((u16)interesting_16[j]) << (i * 8)); if (new_val == tval) { return 1; } /* Continue here only if blen > 2. */ if (blen > 2) { tval = (old_val & ~(0xffff << (i * 8))) | (SWAP16(interesting_16[j]) << (i * 8)); if (new_val == tval) { return 1; } } } } if (blen == 4 && check_le) { /* See if four-byte insertions could produce the same result (LE only). */ for (j = 0; j < sizeof(interesting_32) / 4; ++j) { if (new_val == (u32)interesting_32[j]) { return 1; } } } return 0; } #ifndef IGNORE_FINDS /* Helper function to compare buffers; returns first and last differing offset. We use this to find reasonable locations for splicing two files. */ static void locate_diffs(u8 *ptr1, u8 *ptr2, u32 len, s32 *first, s32 *last) { s32 f_loc = -1; s32 l_loc = -1; u32 pos; for (pos = 0; pos < len; ++pos) { if (*(ptr1++) != *(ptr2++)) { if (f_loc == -1) { f_loc = pos; } l_loc = pos; } } *first = f_loc; *last = l_loc; return; } #endif /* !IGNORE_FINDS */ /* Take the current entry from the queue, fuzz it for a while. This function is a tad too long... returns 0 if fuzzed successfully, 1 if skipped or bailed out. */ u8 fuzz_one_original(afl_state_t *afl) { u32 len, temp_len; u32 j; u32 i; u8 *in_buf, *out_buf, *orig_in, *ex_tmp, *eff_map = 0; u64 havoc_queued = 0, orig_hit_cnt, new_hit_cnt = 0, prev_cksum; u32 splice_cycle = 0, perf_score = 100, orig_perf, eff_cnt = 1; u8 ret_val = 1, doing_det = 0; u8 a_collect[MAX_AUTO_EXTRA]; u32 a_len = 0; #ifdef IGNORE_FINDS /* In IGNORE_FINDS mode, skip any entries that weren't in the initial data set. */ if (afl->queue_cur->depth > 1) return 1; #else if (unlikely(afl->custom_mutators_count)) { /* The custom mutator will decide to skip this test case or not. */ LIST_FOREACH(&afl->custom_mutator_list, struct custom_mutator, { if (el->afl_custom_queue_get && !el->afl_custom_queue_get(el->data, afl->queue_cur->fname)) { return 1; } }); } if (likely(afl->pending_favored)) { /* If we have any favored, non-fuzzed new arrivals in the queue, possibly skip to them at the expense of already-fuzzed or non-favored cases. */ if (((afl->queue_cur->was_fuzzed > 0 || afl->queue_cur->fuzz_level > 0) || !afl->queue_cur->favored) && likely(rand_below(afl, 100) < SKIP_TO_NEW_PROB)) { return 1; } } else if (!afl->non_instrumented_mode && !afl->queue_cur->favored && afl->queued_paths > 10) { /* Otherwise, still possibly skip non-favored cases, albeit less often. The odds of skipping stuff are higher for already-fuzzed inputs and lower for never-fuzzed entries. */ if (afl->queue_cycle > 1 && (afl->queue_cur->fuzz_level == 0 || afl->queue_cur->was_fuzzed)) { if (likely(rand_below(afl, 100) < SKIP_NFAV_NEW_PROB)) { return 1; } } else { if (likely(rand_below(afl, 100) < SKIP_NFAV_OLD_PROB)) { return 1; } } } #endif /* ^IGNORE_FINDS */ if (unlikely(afl->not_on_tty)) { ACTF( "Fuzzing test case #%u (%u total, %llu uniq crashes found, " "perf_score=%0.0f, exec_us=%llu, hits=%u, map=%u)...", afl->current_entry, afl->queued_paths, afl->unique_crashes, afl->queue_cur->perf_score, afl->queue_cur->exec_us, likely(afl->n_fuzz) ? afl->n_fuzz[afl->queue_cur->n_fuzz_entry] : 0, afl->queue_cur->bitmap_size); fflush(stdout); } orig_in = in_buf = queue_testcase_get(afl, afl->queue_cur); len = afl->queue_cur->len; out_buf = afl_realloc(AFL_BUF_PARAM(out), len); if (unlikely(!out_buf)) { PFATAL("alloc"); } afl->subseq_tmouts = 0; afl->cur_depth = afl->queue_cur->depth; /******************************************* * CALIBRATION (only if failed earlier on) * *******************************************/ if (unlikely(afl->queue_cur->cal_failed)) { u8 res = FSRV_RUN_TMOUT; if (afl->queue_cur->cal_failed < CAL_CHANCES) { afl->queue_cur->exec_cksum = 0; res = calibrate_case(afl, afl->queue_cur, in_buf, afl->queue_cycle - 1, 0); if (unlikely(res == FSRV_RUN_ERROR)) { FATAL("Unable to execute target application"); } } if (unlikely(afl->stop_soon) || res != afl->crash_mode) { ++afl->cur_skipped_paths; goto abandon_entry; } } /************ * TRIMMING * ************/ if (unlikely(!afl->non_instrumented_mode && !afl->queue_cur->trim_done && !afl->disable_trim)) { u32 old_len = afl->queue_cur->len; u8 res = trim_case(afl, afl->queue_cur, in_buf); orig_in = in_buf = queue_testcase_get(afl, afl->queue_cur); if (unlikely(res == FSRV_RUN_ERROR)) { FATAL("Unable to execute target application"); } if (unlikely(afl->stop_soon)) { ++afl->cur_skipped_paths; goto abandon_entry; } /* Don't retry trimming, even if it failed. */ afl->queue_cur->trim_done = 1; len = afl->queue_cur->len; /* maybe current entry is not ready for splicing anymore */ if (unlikely(len <= 4 && old_len > 4)) afl->ready_for_splicing_count--; } memcpy(out_buf, in_buf, len); /********************* * PERFORMANCE SCORE * *********************/ if (likely(!afl->old_seed_selection)) orig_perf = perf_score = afl->queue_cur->perf_score; else orig_perf = perf_score = calculate_score(afl, afl->queue_cur); if (unlikely(perf_score <= 0)) { goto abandon_entry; } if (unlikely(afl->shm.cmplog_mode && afl->queue_cur->colorized < afl->cmplog_lvl && (u32)len <= afl->cmplog_max_filesize)) { if (unlikely(len < 4)) { afl->queue_cur->colorized = 0xff; } else { if (afl->cmplog_lvl == 3 || (afl->cmplog_lvl == 2 && afl->queue_cur->tc_ref) || !(afl->fsrv.total_execs % afl->queued_paths) || get_cur_time() - afl->last_path_time > 15000) { if (input_to_state_stage(afl, in_buf, out_buf, len)) { goto abandon_entry; } } } } /* Skip right away if -d is given, if it has not been chosen sufficiently often to warrant the expensive deterministic stage (fuzz_level), or if it has gone through deterministic testing in earlier, resumed runs (passed_det). */ if (likely(afl->queue_cur->passed_det) || likely(afl->skip_deterministic) || likely(perf_score < (afl->queue_cur->depth * 30 <= afl->havoc_max_mult * 100 ? afl->queue_cur->depth * 30 : afl->havoc_max_mult * 100))) { goto custom_mutator_stage; } /* Skip deterministic fuzzing if exec path checksum puts this out of scope for this main instance. */ if (unlikely(afl->main_node_max && (afl->queue_cur->exec_cksum % afl->main_node_max) != afl->main_node_id - 1)) { goto custom_mutator_stage; } doing_det = 1; /********************************************* * SIMPLE BITFLIP (+dictionary construction) * *********************************************/ #define FLIP_BIT(_ar, _b) \ do { \ \ u8 *_arf = (u8 *)(_ar); \ u32 _bf = (_b); \ _arf[(_bf) >> 3] ^= (128 >> ((_bf)&7)); \ \ } while (0) /* Single walking bit. */ afl->stage_short = "flip1"; afl->stage_max = len << 3; afl->stage_name = "bitflip 1/1"; afl->stage_val_type = STAGE_VAL_NONE; orig_hit_cnt = afl->queued_paths + afl->unique_crashes; prev_cksum = afl->queue_cur->exec_cksum; for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { afl->stage_cur_byte = afl->stage_cur >> 3; FLIP_BIT(out_buf, afl->stage_cur); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s FLIP_BIT1-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } FLIP_BIT(out_buf, afl->stage_cur); /* While flipping the least significant bit in every byte, pull of an extra trick to detect possible syntax tokens. In essence, the idea is that if you have a binary blob like this: xxxxxxxxIHDRxxxxxxxx ...and changing the leading and trailing bytes causes variable or no changes in program flow, but touching any character in the "IHDR" string always produces the same, distinctive path, it's highly likely that "IHDR" is an atomically-checked magic value of special significance to the fuzzed format. We do this here, rather than as a separate stage, because it's a nice way to keep the operation approximately "free" (i.e., no extra execs). Empirically, performing the check when flipping the least significant bit is advantageous, compared to doing it at the time of more disruptive changes, where the program flow may be affected in more violent ways. The caveat is that we won't generate dictionaries in the -d mode or -S mode - but that's probably a fair trade-off. This won't work particularly well with paths that exhibit variable behavior, but fails gracefully, so we'll carry out the checks anyway. */ if (!afl->non_instrumented_mode && (afl->stage_cur & 7) == 7) { u64 cksum = hash64(afl->fsrv.trace_bits, afl->fsrv.map_size, HASH_CONST); if (afl->stage_cur == afl->stage_max - 1 && cksum == prev_cksum) { /* If at end of file and we are still collecting a string, grab the final character and force output. */ if (a_len < MAX_AUTO_EXTRA) { a_collect[a_len] = out_buf[afl->stage_cur >> 3]; } ++a_len; if (a_len >= MIN_AUTO_EXTRA && a_len <= MAX_AUTO_EXTRA) { maybe_add_auto(afl, a_collect, a_len); } } else if (cksum != prev_cksum) { /* Otherwise, if the checksum has changed, see if we have something worthwhile queued up, and collect that if the answer is yes. */ if (a_len >= MIN_AUTO_EXTRA && a_len <= MAX_AUTO_EXTRA) { maybe_add_auto(afl, a_collect, a_len); } a_len = 0; prev_cksum = cksum; } /* Continue collecting string, but only if the bit flip actually made any difference - we don't want no-op tokens. */ if (cksum != afl->queue_cur->exec_cksum) { if (a_len < MAX_AUTO_EXTRA) { a_collect[a_len] = out_buf[afl->stage_cur >> 3]; } ++a_len; } } } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP1] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP1] += afl->stage_max; /* Two walking bits. */ afl->stage_name = "bitflip 2/1"; afl->stage_short = "flip2"; afl->stage_max = (len << 3) - 1; orig_hit_cnt = new_hit_cnt; for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { afl->stage_cur_byte = afl->stage_cur >> 3; FLIP_BIT(out_buf, afl->stage_cur); FLIP_BIT(out_buf, afl->stage_cur + 1); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s FLIP_BIT2-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } FLIP_BIT(out_buf, afl->stage_cur); FLIP_BIT(out_buf, afl->stage_cur + 1); } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP2] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP2] += afl->stage_max; /* Four walking bits. */ afl->stage_name = "bitflip 4/1"; afl->stage_short = "flip4"; afl->stage_max = (len << 3) - 3; orig_hit_cnt = new_hit_cnt; for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { afl->stage_cur_byte = afl->stage_cur >> 3; FLIP_BIT(out_buf, afl->stage_cur); FLIP_BIT(out_buf, afl->stage_cur + 1); FLIP_BIT(out_buf, afl->stage_cur + 2); FLIP_BIT(out_buf, afl->stage_cur + 3); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s FLIP_BIT4-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } FLIP_BIT(out_buf, afl->stage_cur); FLIP_BIT(out_buf, afl->stage_cur + 1); FLIP_BIT(out_buf, afl->stage_cur + 2); FLIP_BIT(out_buf, afl->stage_cur + 3); } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP4] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP4] += afl->stage_max; /* Effector map setup. These macros calculate: EFF_APOS - position of a particular file offset in the map. EFF_ALEN - length of a map with a particular number of bytes. EFF_SPAN_ALEN - map span for a sequence of bytes. */ #define EFF_APOS(_p) ((_p) >> EFF_MAP_SCALE2) #define EFF_REM(_x) ((_x) & ((1 << EFF_MAP_SCALE2) - 1)) #define EFF_ALEN(_l) (EFF_APOS(_l) + !!EFF_REM(_l)) #define EFF_SPAN_ALEN(_p, _l) (EFF_APOS((_p) + (_l)-1) - EFF_APOS(_p) + 1) /* Initialize effector map for the next step (see comments below). Always flag first and last byte as doing something. */ eff_map = afl_realloc(AFL_BUF_PARAM(eff), EFF_ALEN(len)); if (unlikely(!eff_map)) { PFATAL("alloc"); } eff_map[0] = 1; if (EFF_APOS(len - 1) != 0) { eff_map[EFF_APOS(len - 1)] = 1; ++eff_cnt; } /* Walking byte. */ afl->stage_name = "bitflip 8/8"; afl->stage_short = "flip8"; afl->stage_max = len; orig_hit_cnt = new_hit_cnt; for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { afl->stage_cur_byte = afl->stage_cur; out_buf[afl->stage_cur] ^= 0xFF; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s FLIP_BIT8-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } /* We also use this stage to pull off a simple trick: we identify bytes that seem to have no effect on the current execution path even when fully flipped - and we skip them during more expensive deterministic stages, such as arithmetics or known ints. */ if (!eff_map[EFF_APOS(afl->stage_cur)]) { u64 cksum; /* If in non-instrumented mode or if the file is very short, just flag everything without wasting time on checksums. */ if (!afl->non_instrumented_mode && len >= EFF_MIN_LEN) { cksum = hash64(afl->fsrv.trace_bits, afl->fsrv.map_size, HASH_CONST); } else { cksum = ~afl->queue_cur->exec_cksum; } if (cksum != afl->queue_cur->exec_cksum) { eff_map[EFF_APOS(afl->stage_cur)] = 1; ++eff_cnt; } } out_buf[afl->stage_cur] ^= 0xFF; } /* If the effector map is more than EFF_MAX_PERC dense, just flag the whole thing as worth fuzzing, since we wouldn't be saving much time anyway. */ if (eff_cnt != (u32)EFF_ALEN(len) && eff_cnt * 100 / EFF_ALEN(len) > EFF_MAX_PERC) { memset(eff_map, 1, EFF_ALEN(len)); afl->blocks_eff_select += EFF_ALEN(len); } else { afl->blocks_eff_select += eff_cnt; } afl->blocks_eff_total += EFF_ALEN(len); new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP8] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP8] += afl->stage_max; /* Two walking bytes. */ if (len < 2) { goto skip_bitflip; } afl->stage_name = "bitflip 16/8"; afl->stage_short = "flip16"; afl->stage_cur = 0; afl->stage_max = len - 1; orig_hit_cnt = new_hit_cnt; for (i = 0; i < len - 1; ++i) { /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)]) { --afl->stage_max; continue; } afl->stage_cur_byte = i; *(u16 *)(out_buf + i) ^= 0xFFFF; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s FLIP_BIT16-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; *(u16 *)(out_buf + i) ^= 0xFFFF; } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP16] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP16] += afl->stage_max; if (len < 4) { goto skip_bitflip; } /* Four walking bytes. */ afl->stage_name = "bitflip 32/8"; afl->stage_short = "flip32"; afl->stage_cur = 0; afl->stage_max = len - 3; orig_hit_cnt = new_hit_cnt; for (i = 0; i < len - 3; ++i) { /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)] && !eff_map[EFF_APOS(i + 2)] && !eff_map[EFF_APOS(i + 3)]) { --afl->stage_max; continue; } afl->stage_cur_byte = i; *(u32 *)(out_buf + i) ^= 0xFFFFFFFF; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s FLIP_BIT32-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; *(u32 *)(out_buf + i) ^= 0xFFFFFFFF; } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP32] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP32] += afl->stage_max; skip_bitflip: if (afl->no_arith) { goto skip_arith; } /********************** * ARITHMETIC INC/DEC * **********************/ /* 8-bit arithmetics. */ afl->stage_name = "arith 8/8"; afl->stage_short = "arith8"; afl->stage_cur = 0; afl->stage_max = 2 * len * ARITH_MAX; afl->stage_val_type = STAGE_VAL_LE; orig_hit_cnt = new_hit_cnt; for (i = 0; i < (u32)len; ++i) { u8 orig = out_buf[i]; /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)]) { afl->stage_max -= 2 * ARITH_MAX; continue; } afl->stage_cur_byte = i; for (j = 1; j <= ARITH_MAX; ++j) { u8 r = orig ^ (orig + j); /* Do arithmetic operations only if the result couldn't be a product of a bitflip. */ if (!could_be_bitflip(r)) { afl->stage_cur_val = j; out_buf[i] = orig + j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s ARITH8+-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } r = orig ^ (orig - j); if (!could_be_bitflip(r)) { afl->stage_cur_val = -j; out_buf[i] = orig - j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s ARITH8--%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } out_buf[i] = orig; } } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_ARITH8] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_ARITH8] += afl->stage_max; /* 16-bit arithmetics, both endians. */ if (len < 2) { goto skip_arith; } afl->stage_name = "arith 16/8"; afl->stage_short = "arith16"; afl->stage_cur = 0; afl->stage_max = 4 * (len - 1) * ARITH_MAX; orig_hit_cnt = new_hit_cnt; for (i = 0; i < (u32)len - 1; ++i) { u16 orig = *(u16 *)(out_buf + i); /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)]) { afl->stage_max -= 4 * ARITH_MAX; continue; } afl->stage_cur_byte = i; for (j = 1; j <= ARITH_MAX; ++j) { u16 r1 = orig ^ (orig + j), r2 = orig ^ (orig - j), r3 = orig ^ SWAP16(SWAP16(orig) + j), r4 = orig ^ SWAP16(SWAP16(orig) - j); /* Try little endian addition and subtraction first. Do it only if the operation would affect more than one byte (hence the & 0xff overflow checks) and if it couldn't be a product of a bitflip. */ afl->stage_val_type = STAGE_VAL_LE; if ((orig & 0xff) + j > 0xff && !could_be_bitflip(r1)) { afl->stage_cur_val = j; *(u16 *)(out_buf + i) = orig + j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s ARITH16+-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((orig & 0xff) < j && !could_be_bitflip(r2)) { afl->stage_cur_val = -j; *(u16 *)(out_buf + i) = orig - j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s ARITH16--%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } /* Big endian comes next. Same deal. */ afl->stage_val_type = STAGE_VAL_BE; if ((orig >> 8) + j > 0xff && !could_be_bitflip(r3)) { afl->stage_cur_val = j; *(u16 *)(out_buf + i) = SWAP16(SWAP16(orig) + j); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s ARITH16+BE-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((orig >> 8) < j && !could_be_bitflip(r4)) { afl->stage_cur_val = -j; *(u16 *)(out_buf + i) = SWAP16(SWAP16(orig) - j); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s ARITH16_BE-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } *(u16 *)(out_buf + i) = orig; } } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_ARITH16] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_ARITH16] += afl->stage_max; /* 32-bit arithmetics, both endians. */ if (len < 4) { goto skip_arith; } afl->stage_name = "arith 32/8"; afl->stage_short = "arith32"; afl->stage_cur = 0; afl->stage_max = 4 * (len - 3) * ARITH_MAX; orig_hit_cnt = new_hit_cnt; for (i = 0; i < (u32)len - 3; ++i) { u32 orig = *(u32 *)(out_buf + i); /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)] && !eff_map[EFF_APOS(i + 2)] && !eff_map[EFF_APOS(i + 3)]) { afl->stage_max -= 4 * ARITH_MAX; continue; } afl->stage_cur_byte = i; for (j = 1; j <= ARITH_MAX; ++j) { u32 r1 = orig ^ (orig + j), r2 = orig ^ (orig - j), r3 = orig ^ SWAP32(SWAP32(orig) + j), r4 = orig ^ SWAP32(SWAP32(orig) - j); /* Little endian first. Same deal as with 16-bit: we only want to try if the operation would have effect on more than two bytes. */ afl->stage_val_type = STAGE_VAL_LE; if ((orig & 0xffff) + j > 0xffff && !could_be_bitflip(r1)) { afl->stage_cur_val = j; *(u32 *)(out_buf + i) = orig + j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s ARITH32+-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((orig & 0xffff) < (u32)j && !could_be_bitflip(r2)) { afl->stage_cur_val = -j; *(u32 *)(out_buf + i) = orig - j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s ARITH32_-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } /* Big endian next. */ afl->stage_val_type = STAGE_VAL_BE; if ((SWAP32(orig) & 0xffff) + j > 0xffff && !could_be_bitflip(r3)) { afl->stage_cur_val = j; *(u32 *)(out_buf + i) = SWAP32(SWAP32(orig) + j); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s ARITH32+BE-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((SWAP32(orig) & 0xffff) < (u32)j && !could_be_bitflip(r4)) { afl->stage_cur_val = -j; *(u32 *)(out_buf + i) = SWAP32(SWAP32(orig) - j); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s ARITH32_BE-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } *(u32 *)(out_buf + i) = orig; } } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_ARITH32] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_ARITH32] += afl->stage_max; skip_arith: /********************** * INTERESTING VALUES * **********************/ afl->stage_name = "interest 8/8"; afl->stage_short = "int8"; afl->stage_cur = 0; afl->stage_max = len * sizeof(interesting_8); afl->stage_val_type = STAGE_VAL_LE; orig_hit_cnt = new_hit_cnt; /* Setting 8-bit integers. */ for (i = 0; i < (u32)len; ++i) { u8 orig = out_buf[i]; /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)]) { afl->stage_max -= sizeof(interesting_8); continue; } afl->stage_cur_byte = i; for (j = 0; j < (u32)sizeof(interesting_8); ++j) { /* Skip if the value could be a product of bitflips or arithmetics. */ if (could_be_bitflip(orig ^ (u8)interesting_8[j]) || could_be_arith(orig, (u8)interesting_8[j], 1)) { --afl->stage_max; continue; } afl->stage_cur_val = interesting_8[j]; out_buf[i] = interesting_8[j]; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s INTERESTING8_%u_%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } out_buf[i] = orig; ++afl->stage_cur; } } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_INTEREST8] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_INTEREST8] += afl->stage_max; /* Setting 16-bit integers, both endians. */ if (afl->no_arith || len < 2) { goto skip_interest; } afl->stage_name = "interest 16/8"; afl->stage_short = "int16"; afl->stage_cur = 0; afl->stage_max = 2 * (len - 1) * (sizeof(interesting_16) >> 1); orig_hit_cnt = new_hit_cnt; for (i = 0; i < len - 1; ++i) { u16 orig = *(u16 *)(out_buf + i); /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)]) { afl->stage_max -= sizeof(interesting_16); continue; } afl->stage_cur_byte = i; for (j = 0; j < sizeof(interesting_16) / 2; ++j) { afl->stage_cur_val = interesting_16[j]; /* Skip if this could be a product of a bitflip, arithmetics, or single-byte interesting value insertion. */ if (!could_be_bitflip(orig ^ (u16)interesting_16[j]) && !could_be_arith(orig, (u16)interesting_16[j], 2) && !could_be_interest(orig, (u16)interesting_16[j], 2, 0)) { afl->stage_val_type = STAGE_VAL_LE; *(u16 *)(out_buf + i) = interesting_16[j]; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s INTERESTING16_%u_%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((u16)interesting_16[j] != SWAP16(interesting_16[j]) && !could_be_bitflip(orig ^ SWAP16(interesting_16[j])) && !could_be_arith(orig, SWAP16(interesting_16[j]), 2) && !could_be_interest(orig, SWAP16(interesting_16[j]), 2, 1)) { afl->stage_val_type = STAGE_VAL_BE; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s INTERESTING16BE_%u_%u", afl->queue_cur->fname, i, j); #endif *(u16 *)(out_buf + i) = SWAP16(interesting_16[j]); if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } } *(u16 *)(out_buf + i) = orig; } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_INTEREST16] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_INTEREST16] += afl->stage_max; if (len < 4) { goto skip_interest; } /* Setting 32-bit integers, both endians. */ afl->stage_name = "interest 32/8"; afl->stage_short = "int32"; afl->stage_cur = 0; afl->stage_max = 2 * (len - 3) * (sizeof(interesting_32) >> 2); orig_hit_cnt = new_hit_cnt; for (i = 0; i < len - 3; i++) { u32 orig = *(u32 *)(out_buf + i); /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)] && !eff_map[EFF_APOS(i + 2)] && !eff_map[EFF_APOS(i + 3)]) { afl->stage_max -= sizeof(interesting_32) >> 1; continue; } afl->stage_cur_byte = i; for (j = 0; j < sizeof(interesting_32) / 4; ++j) { afl->stage_cur_val = interesting_32[j]; /* Skip if this could be a product of a bitflip, arithmetics, or word interesting value insertion. */ if (!could_be_bitflip(orig ^ (u32)interesting_32[j]) && !could_be_arith(orig, interesting_32[j], 4) && !could_be_interest(orig, interesting_32[j], 4, 0)) { afl->stage_val_type = STAGE_VAL_LE; *(u32 *)(out_buf + i) = interesting_32[j]; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s INTERESTING32_%u_%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((u32)interesting_32[j] != SWAP32(interesting_32[j]) && !could_be_bitflip(orig ^ SWAP32(interesting_32[j])) && !could_be_arith(orig, SWAP32(interesting_32[j]), 4) && !could_be_interest(orig, SWAP32(interesting_32[j]), 4, 1)) { afl->stage_val_type = STAGE_VAL_BE; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s INTERESTING32BE_%u_%u", afl->queue_cur->fname, i, j); #endif *(u32 *)(out_buf + i) = SWAP32(interesting_32[j]); if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } } *(u32 *)(out_buf + i) = orig; } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_INTEREST32] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_INTEREST32] += afl->stage_max; skip_interest: /******************** * DICTIONARY STUFF * ********************/ if (!afl->extras_cnt) { goto skip_user_extras; } /* Overwrite with user-supplied extras. */ afl->stage_name = "user extras (over)"; afl->stage_short = "ext_UO"; afl->stage_cur = 0; afl->stage_max = afl->extras_cnt * len; afl->stage_val_type = STAGE_VAL_NONE; orig_hit_cnt = new_hit_cnt; for (i = 0; i < (u32)len; ++i) { u32 last_len = 0; afl->stage_cur_byte = i; /* Extras are sorted by size, from smallest to largest. This means that we don't have to worry about restoring the buffer in between writes at a particular offset determined by the outer loop. */ for (j = 0; j < afl->extras_cnt; ++j) { /* Skip extras probabilistically if afl->extras_cnt > AFL_MAX_DET_EXTRAS. Also skip them if there's no room to insert the payload, if the token is redundant, or if its entire span has no bytes set in the effector map. */ if ((afl->extras_cnt > afl->max_det_extras && rand_below(afl, afl->extras_cnt) >= afl->max_det_extras) || afl->extras[j].len > len - i || !memcmp(afl->extras[j].data, out_buf + i, afl->extras[j].len) || !memchr(eff_map + EFF_APOS(i), 1, EFF_SPAN_ALEN(i, afl->extras[j].len))) { --afl->stage_max; continue; } last_len = afl->extras[j].len; memcpy(out_buf + i, afl->extras[j].data, last_len); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s EXTRAS_overwrite-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } /* Restore all the clobbered memory. */ memcpy(out_buf + i, in_buf + i, last_len); } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_EXTRAS_UO] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_EXTRAS_UO] += afl->stage_max; /* Insertion of user-supplied extras. */ afl->stage_name = "user extras (insert)"; afl->stage_short = "ext_UI"; afl->stage_cur = 0; afl->stage_max = afl->extras_cnt * (len + 1); orig_hit_cnt = new_hit_cnt; ex_tmp = afl_realloc(AFL_BUF_PARAM(ex), len + MAX_DICT_FILE); if (unlikely(!ex_tmp)) { PFATAL("alloc"); } for (i = 0; i <= (u32)len; ++i) { afl->stage_cur_byte = i; for (j = 0; j < afl->extras_cnt; ++j) { if (len + afl->extras[j].len > MAX_FILE) { --afl->stage_max; continue; } /* Insert token */ memcpy(ex_tmp + i, afl->extras[j].data, afl->extras[j].len); /* Copy tail */ memcpy(ex_tmp + i + afl->extras[j].len, out_buf + i, len - i); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s EXTRAS_insert-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, ex_tmp, len + afl->extras[j].len)) { goto abandon_entry; } ++afl->stage_cur; } /* Copy head */ ex_tmp[i] = out_buf[i]; } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_EXTRAS_UI] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_EXTRAS_UI] += afl->stage_max; skip_user_extras: if (!afl->a_extras_cnt) { goto skip_extras; } afl->stage_name = "auto extras (over)"; afl->stage_short = "ext_AO"; afl->stage_cur = 0; afl->stage_max = MIN(afl->a_extras_cnt, (u32)USE_AUTO_EXTRAS) * len; afl->stage_val_type = STAGE_VAL_NONE; orig_hit_cnt = new_hit_cnt; for (i = 0; i < (u32)len; ++i) { u32 last_len = 0; afl->stage_cur_byte = i; u32 min_extra_len = MIN(afl->a_extras_cnt, (u32)USE_AUTO_EXTRAS); for (j = 0; j < min_extra_len; ++j) { /* See the comment in the earlier code; extras are sorted by size. */ if (afl->a_extras[j].len > len - i || !memcmp(afl->a_extras[j].data, out_buf + i, afl->a_extras[j].len) || !memchr(eff_map + EFF_APOS(i), 1, EFF_SPAN_ALEN(i, afl->a_extras[j].len))) { --afl->stage_max; continue; } last_len = afl->a_extras[j].len; memcpy(out_buf + i, afl->a_extras[j].data, last_len); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s AUTO_EXTRAS_overwrite-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } /* Restore all the clobbered memory. */ memcpy(out_buf + i, in_buf + i, last_len); } new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_EXTRAS_AO] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_EXTRAS_AO] += afl->stage_max; skip_extras: /* If we made this to here without jumping to havoc_stage or abandon_entry, we're properly done with deterministic steps and can mark it as such in the .state/ directory. */ if (!afl->queue_cur->passed_det) { mark_as_det_done(afl, afl->queue_cur); } custom_mutator_stage: /******************* * CUSTOM MUTATORS * *******************/ if (likely(!afl->custom_mutators_count)) { goto havoc_stage; } afl->stage_name = "custom mutator"; afl->stage_short = "custom"; afl->stage_max = HAVOC_CYCLES * perf_score / afl->havoc_div / 100; afl->stage_val_type = STAGE_VAL_NONE; bool has_custom_fuzz = false; if (afl->stage_max < HAVOC_MIN) { afl->stage_max = HAVOC_MIN; } const u32 max_seed_size = MAX_FILE, saved_max = afl->stage_max; orig_hit_cnt = afl->queued_paths + afl->unique_crashes; #ifdef INTROSPECTION afl->mutation[0] = 0; #endif LIST_FOREACH(&afl->custom_mutator_list, struct custom_mutator, { if (el->afl_custom_fuzz) { afl->current_custom_fuzz = el; if (el->afl_custom_fuzz_count) { afl->stage_max = el->afl_custom_fuzz_count(el->data, out_buf, len); } else { afl->stage_max = saved_max; } has_custom_fuzz = true; afl->stage_short = el->name_short; if (afl->stage_max) { for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { struct queue_entry *target = NULL; u32 tid; u8 * new_buf = NULL; u32 target_len = 0; /* check if splicing makes sense yet (enough entries) */ if (likely(afl->ready_for_splicing_count > 1)) { /* Pick a random other queue entry for passing to external API that has the necessary length */ do { tid = rand_below(afl, afl->queued_paths); } while (unlikely(tid == afl->current_entry || afl->queue_buf[tid]->len < 4)); target = afl->queue_buf[tid]; afl->splicing_with = tid; /* Read the additional testcase into a new buffer. */ new_buf = queue_testcase_get(afl, target); target_len = target->len; } u8 *mutated_buf = NULL; size_t mutated_size = el->afl_custom_fuzz(el->data, out_buf, len, &mutated_buf, new_buf, target_len, max_seed_size); if (unlikely(!mutated_buf)) { FATAL("Error in custom_fuzz. Size returned: %zu", mutated_size); } if (mutated_size > 0) { if (common_fuzz_stuff(afl, mutated_buf, (u32)mutated_size)) { goto abandon_entry; } if (!el->afl_custom_fuzz_count) { /* If we're finding new stuff, let's run for a bit longer, limits permitting. */ if (afl->queued_paths != havoc_queued) { if (perf_score <= afl->havoc_max_mult * 100) { afl->stage_max *= 2; perf_score *= 2; } havoc_queued = afl->queued_paths; } } } /* `(afl->)out_buf` may have been changed by the call to custom_fuzz */ /* TODO: Only do this when `mutated_buf` == `out_buf`? Branch vs * Memcpy. */ memcpy(out_buf, in_buf, len); } } } }); afl->current_custom_fuzz = NULL; if (!has_custom_fuzz) goto havoc_stage; new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_CUSTOM_MUTATOR] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_CUSTOM_MUTATOR] += afl->stage_max; if (likely(afl->custom_only)) { /* Skip other stages */ ret_val = 0; goto abandon_entry; } /**************** * RANDOM HAVOC * ****************/ havoc_stage: afl->stage_cur_byte = -1; /* The havoc stage mutation code is also invoked when splicing files; if the splice_cycle variable is set, generate different descriptions and such. */ if (!splice_cycle) { afl->stage_name = "havoc"; afl->stage_short = "havoc"; afl->stage_max = (doing_det ? HAVOC_CYCLES_INIT : HAVOC_CYCLES) * perf_score / afl->havoc_div / 100; } else { perf_score = orig_perf; snprintf(afl->stage_name_buf, STAGE_BUF_SIZE, "splice %u", splice_cycle); afl->stage_name = afl->stage_name_buf; afl->stage_short = "splice"; afl->stage_max = SPLICE_HAVOC * perf_score / afl->havoc_div / 100; } if (afl->stage_max < HAVOC_MIN) { afl->stage_max = HAVOC_MIN; } temp_len = len; orig_hit_cnt = afl->queued_paths + afl->unique_crashes; havoc_queued = afl->queued_paths; if (afl->custom_mutators_count) { LIST_FOREACH(&afl->custom_mutator_list, struct custom_mutator, { if (el->stacked_custom && el->afl_custom_havoc_mutation_probability) { el->stacked_custom_prob = el->afl_custom_havoc_mutation_probability(el->data); if (el->stacked_custom_prob > 100) { FATAL( "The probability returned by " "afl_custom_havoc_mutation_propability " "has to be in the range 0-100."); } } }); } /* We essentially just do several thousand runs (depending on perf_score) where we take the input file and make random stacked tweaks. */ u32 r_max, r; r_max = 15 + ((afl->extras_cnt + afl->a_extras_cnt) ? 2 : 0); if (unlikely(afl->expand_havoc && afl->ready_for_splicing_count > 1)) { /* add expensive havoc cases here, they are activated after a full cycle without finds happened */ r_max++; } if (unlikely(get_cur_time() - afl->last_path_time > 5000 && afl->ready_for_splicing_count > 1)) { /* add expensive havoc cases here if there is no findings in the last 5s */ r_max++; } for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { u32 use_stacking = 1 << (1 + rand_below(afl, afl->havoc_stack_pow2)); afl->stage_cur_val = use_stacking; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s HAVOC-%u", afl->queue_cur->fname, use_stacking); #endif for (i = 0; i < use_stacking; ++i) { if (afl->custom_mutators_count) { LIST_FOREACH(&afl->custom_mutator_list, struct custom_mutator, { if (el->stacked_custom && rand_below(afl, 100) < el->stacked_custom_prob) { u8 * custom_havoc_buf = NULL; size_t new_len = el->afl_custom_havoc_mutation( el->data, out_buf, temp_len, &custom_havoc_buf, MAX_FILE); if (unlikely(!custom_havoc_buf)) { FATAL("Error in custom_havoc (return %zu)", new_len); } if (likely(new_len > 0 && custom_havoc_buf)) { temp_len = new_len; if (out_buf != custom_havoc_buf) { afl_realloc(AFL_BUF_PARAM(out), temp_len); if (unlikely(!afl->out_buf)) { PFATAL("alloc"); } memcpy(out_buf, custom_havoc_buf, temp_len); } } } }); } switch ((r = rand_below(afl, r_max))) { case 0: /* Flip a single bit somewhere. Spooky! */ #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " FLIP_BIT1"); strcat(afl->mutation, afl->m_tmp); #endif FLIP_BIT(out_buf, rand_below(afl, temp_len << 3)); break; case 1: /* Set byte to interesting value. */ #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " INTERESTING8"); strcat(afl->mutation, afl->m_tmp); #endif out_buf[rand_below(afl, temp_len)] = interesting_8[rand_below(afl, sizeof(interesting_8))]; break; case 2: /* Set word to interesting value, randomly choosing endian. */ if (temp_len < 2) { break; } if (rand_below(afl, 2)) { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " INTERESTING16"); strcat(afl->mutation, afl->m_tmp); #endif *(u16 *)(out_buf + rand_below(afl, temp_len - 1)) = interesting_16[rand_below(afl, sizeof(interesting_16) >> 1)]; } else { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " INTERESTING16BE"); strcat(afl->mutation, afl->m_tmp); #endif *(u16 *)(out_buf + rand_below(afl, temp_len - 1)) = SWAP16( interesting_16[rand_below(afl, sizeof(interesting_16) >> 1)]); } break; case 3: /* Set dword to interesting value, randomly choosing endian. */ if (temp_len < 4) { break; } if (rand_below(afl, 2)) { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " INTERESTING32"); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + rand_below(afl, temp_len - 3)) = interesting_32[rand_below(afl, sizeof(interesting_32) >> 2)]; } else { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " INTERESTING32BE"); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + rand_below(afl, temp_len - 3)) = SWAP32( interesting_32[rand_below(afl, sizeof(interesting_32) >> 2)]); } break; case 4: /* Randomly subtract from byte. */ #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH8_"); strcat(afl->mutation, afl->m_tmp); #endif out_buf[rand_below(afl, temp_len)] -= 1 + rand_below(afl, ARITH_MAX); break; case 5: /* Randomly add to byte. */ #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH8+"); strcat(afl->mutation, afl->m_tmp); #endif out_buf[rand_below(afl, temp_len)] += 1 + rand_below(afl, ARITH_MAX); break; case 6: /* Randomly subtract from word, random endian. */ if (temp_len < 2) { break; } if (rand_below(afl, 2)) { u32 pos = rand_below(afl, temp_len - 1); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH16_-%u", pos); strcat(afl->mutation, afl->m_tmp); #endif *(u16 *)(out_buf + pos) -= 1 + rand_below(afl, ARITH_MAX); } else { u32 pos = rand_below(afl, temp_len - 1); u16 num = 1 + rand_below(afl, ARITH_MAX); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH16_BE-%u_%u", pos, num); strcat(afl->mutation, afl->m_tmp); #endif *(u16 *)(out_buf + pos) = SWAP16(SWAP16(*(u16 *)(out_buf + pos)) - num); } break; case 7: /* Randomly add to word, random endian. */ if (temp_len < 2) { break; } if (rand_below(afl, 2)) { u32 pos = rand_below(afl, temp_len - 1); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH16+-%u", pos); strcat(afl->mutation, afl->m_tmp); #endif *(u16 *)(out_buf + pos) += 1 + rand_below(afl, ARITH_MAX); } else { u32 pos = rand_below(afl, temp_len - 1); u16 num = 1 + rand_below(afl, ARITH_MAX); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH16+BE-%u_%u", pos, num); strcat(afl->mutation, afl->m_tmp); #endif *(u16 *)(out_buf + pos) = SWAP16(SWAP16(*(u16 *)(out_buf + pos)) + num); } break; case 8: /* Randomly subtract from dword, random endian. */ if (temp_len < 4) { break; } if (rand_below(afl, 2)) { u32 pos = rand_below(afl, temp_len - 3); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH32_-%u", pos); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + pos) -= 1 + rand_below(afl, ARITH_MAX); } else { u32 pos = rand_below(afl, temp_len - 3); u32 num = 1 + rand_below(afl, ARITH_MAX); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH32_BE-%u-%u", pos, num); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + pos) = SWAP32(SWAP32(*(u32 *)(out_buf + pos)) - num); } break; case 9: /* Randomly add to dword, random endian. */ if (temp_len < 4) { break; } if (rand_below(afl, 2)) { u32 pos = rand_below(afl, temp_len - 3); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH32+-%u", pos); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + pos) += 1 + rand_below(afl, ARITH_MAX); } else { u32 pos = rand_below(afl, temp_len - 3); u32 num = 1 + rand_below(afl, ARITH_MAX); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH32+BE-%u-%u", pos, num); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + pos) = SWAP32(SWAP32(*(u32 *)(out_buf + pos)) + num); } break; case 10: /* Just set a random byte to a random value. Because, why not. We use XOR with 1-255 to eliminate the possibility of a no-op. */ #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " RAND8"); strcat(afl->mutation, afl->m_tmp); #endif out_buf[rand_below(afl, temp_len)] ^= 1 + rand_below(afl, 255); break; case 11 ... 12: { /* Delete bytes. We're making this a bit more likely than insertion (the next option) in hopes of keeping files reasonably small. */ u32 del_from, del_len; if (temp_len < 2) { break; } /* Don't delete too much. */ del_len = choose_block_len(afl, temp_len - 1); del_from = rand_below(afl, temp_len - del_len + 1); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " DEL-%u-%u", del_from, del_len); strcat(afl->mutation, afl->m_tmp); #endif memmove(out_buf + del_from, out_buf + del_from + del_len, temp_len - del_from - del_len); temp_len -= del_len; break; } case 13: if (temp_len + HAVOC_BLK_XL < MAX_FILE) { /* Clone bytes (75%) or insert a block of constant bytes (25%). */ u8 actually_clone = rand_below(afl, 4); u32 clone_from, clone_to, clone_len; u8 *new_buf; if (likely(actually_clone)) { clone_len = choose_block_len(afl, temp_len); clone_from = rand_below(afl, temp_len - clone_len + 1); } else { clone_len = choose_block_len(afl, HAVOC_BLK_XL); clone_from = 0; } clone_to = rand_below(afl, temp_len); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " CLONE-%s-%u-%u-%u", actually_clone ? "clone" : "insert", clone_from, clone_to, clone_len); strcat(afl->mutation, afl->m_tmp); #endif new_buf = afl_realloc(AFL_BUF_PARAM(out_scratch), temp_len + clone_len); if (unlikely(!new_buf)) { PFATAL("alloc"); } /* Head */ memcpy(new_buf, out_buf, clone_to); /* Inserted part */ if (likely(actually_clone)) { memcpy(new_buf + clone_to, out_buf + clone_from, clone_len); } else { memset(new_buf + clone_to, rand_below(afl, 2) ? rand_below(afl, 256) : out_buf[rand_below(afl, temp_len)], clone_len); } /* Tail */ memcpy(new_buf + clone_to + clone_len, out_buf + clone_to, temp_len - clone_to); out_buf = new_buf; afl_swap_bufs(AFL_BUF_PARAM(out), AFL_BUF_PARAM(out_scratch)); temp_len += clone_len; } break; case 14: { /* Overwrite bytes with a randomly selected chunk (75%) or fixed bytes (25%). */ u32 copy_from, copy_to, copy_len; if (temp_len < 2) { break; } copy_len = choose_block_len(afl, temp_len - 1); copy_from = rand_below(afl, temp_len - copy_len + 1); copy_to = rand_below(afl, temp_len - copy_len + 1); if (likely(rand_below(afl, 4))) { if (likely(copy_from != copy_to)) { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " OVERWRITE_COPY-%u-%u-%u", copy_from, copy_to, copy_len); strcat(afl->mutation, afl->m_tmp); #endif memmove(out_buf + copy_to, out_buf + copy_from, copy_len); } } else { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " OVERWRITE_FIXED-%u-%u-%u", copy_from, copy_to, copy_len); strcat(afl->mutation, afl->m_tmp); #endif memset(out_buf + copy_to, rand_below(afl, 2) ? rand_below(afl, 256) : out_buf[rand_below(afl, temp_len)], copy_len); } break; } default: if (likely(r <= 16 && (afl->extras_cnt || afl->a_extras_cnt))) { /* Values 15 and 16 can be selected only if there are any extras present in the dictionaries. */ if (r == 15) { /* Overwrite bytes with an extra. */ if (!afl->extras_cnt || (afl->a_extras_cnt && rand_below(afl, 2))) { /* No user-specified extras or odds in our favor. Let's use an auto-detected one. */ u32 use_extra = rand_below(afl, afl->a_extras_cnt); u32 extra_len = afl->a_extras[use_extra].len; if (extra_len > temp_len) { break; } u32 insert_at = rand_below(afl, temp_len - extra_len + 1); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " AUTO_EXTRA_OVERWRITE-%u-%u", insert_at, extra_len); strcat(afl->mutation, afl->m_tmp); #endif memcpy(out_buf + insert_at, afl->a_extras[use_extra].data, extra_len); } else { /* No auto extras or odds in our favor. Use the dictionary. */ u32 use_extra = rand_below(afl, afl->extras_cnt); u32 extra_len = afl->extras[use_extra].len; if (extra_len > temp_len) { break; } u32 insert_at = rand_below(afl, temp_len - extra_len + 1); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " EXTRA_OVERWRITE-%u-%u", insert_at, extra_len); strcat(afl->mutation, afl->m_tmp); #endif memcpy(out_buf + insert_at, afl->extras[use_extra].data, extra_len); } break; } else { // case 16 u32 use_extra, extra_len, insert_at = rand_below(afl, temp_len + 1); u8 *ptr; /* Insert an extra. Do the same dice-rolling stuff as for the previous case. */ if (!afl->extras_cnt || (afl->a_extras_cnt && rand_below(afl, 2))) { use_extra = rand_below(afl, afl->a_extras_cnt); extra_len = afl->a_extras[use_extra].len; ptr = afl->a_extras[use_extra].data; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " AUTO_EXTRA_INSERT-%u-%u", insert_at, extra_len); strcat(afl->mutation, afl->m_tmp); #endif } else { use_extra = rand_below(afl, afl->extras_cnt); extra_len = afl->extras[use_extra].len; ptr = afl->extras[use_extra].data; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " EXTRA_INSERT-%u-%u", insert_at, extra_len); strcat(afl->mutation, afl->m_tmp); #endif } if (temp_len + extra_len >= MAX_FILE) { break; } out_buf = afl_realloc(AFL_BUF_PARAM(out), temp_len + extra_len); if (unlikely(!out_buf)) { PFATAL("alloc"); } /* Tail */ memmove(out_buf + insert_at + extra_len, out_buf + insert_at, temp_len - insert_at); /* Inserted part */ memcpy(out_buf + insert_at, ptr, extra_len); temp_len += extra_len; break; } } else { /* switch (r) { case 15: // fall through case 16: case 17: {*/ /* Overwrite bytes with a randomly selected chunk from another testcase or insert that chunk. */ /* Pick a random queue entry and seek to it. */ u32 tid; do { tid = rand_below(afl, afl->queued_paths); } while (tid == afl->current_entry || afl->queue_buf[tid]->len < 4); /* Get the testcase for splicing. */ struct queue_entry *target = afl->queue_buf[tid]; u32 new_len = target->len; u8 * new_buf = queue_testcase_get(afl, target); if ((temp_len >= 2 && rand_below(afl, 2)) || temp_len + HAVOC_BLK_XL >= MAX_FILE) { /* overwrite mode */ u32 copy_from, copy_to, copy_len; copy_len = choose_block_len(afl, new_len - 1); if (copy_len > temp_len) copy_len = temp_len; copy_from = rand_below(afl, new_len - copy_len + 1); copy_to = rand_below(afl, temp_len - copy_len + 1); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " SPLICE_OVERWRITE-%u-%u-%u-%s", copy_from, copy_to, copy_len, target->fname); strcat(afl->mutation, afl->m_tmp); #endif memmove(out_buf + copy_to, new_buf + copy_from, copy_len); } else { /* insert mode */ u32 clone_from, clone_to, clone_len; clone_len = choose_block_len(afl, new_len); clone_from = rand_below(afl, new_len - clone_len + 1); clone_to = rand_below(afl, temp_len + 1); u8 *temp_buf = afl_realloc(AFL_BUF_PARAM(out_scratch), temp_len + clone_len + 1); if (unlikely(!temp_buf)) { PFATAL("alloc"); } #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " SPLICE_INSERT-%u-%u-%u-%s", clone_from, clone_to, clone_len, target->fname); strcat(afl->mutation, afl->m_tmp); #endif /* Head */ memcpy(temp_buf, out_buf, clone_to); /* Inserted part */ memcpy(temp_buf + clone_to, new_buf + clone_from, clone_len); /* Tail */ memcpy(temp_buf + clone_to + clone_len, out_buf + clone_to, temp_len - clone_to); out_buf = temp_buf; afl_swap_bufs(AFL_BUF_PARAM(out), AFL_BUF_PARAM(out_scratch)); temp_len += clone_len; } break; } // end of default: } } if (common_fuzz_stuff(afl, out_buf, temp_len)) { goto abandon_entry; } /* out_buf might have been mangled a bit, so let's restore it to its original size and shape. */ out_buf = afl_realloc(AFL_BUF_PARAM(out), len); if (unlikely(!out_buf)) { PFATAL("alloc"); } temp_len = len; memcpy(out_buf, in_buf, len); /* If we're finding new stuff, let's run for a bit longer, limits permitting. */ if (afl->queued_paths != havoc_queued) { if (perf_score <= afl->havoc_max_mult * 100) { afl->stage_max *= 2; perf_score *= 2; } havoc_queued = afl->queued_paths; } } new_hit_cnt = afl->queued_paths + afl->unique_crashes; if (!splice_cycle) { afl->stage_finds[STAGE_HAVOC] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_HAVOC] += afl->stage_max; } else { afl->stage_finds[STAGE_SPLICE] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_SPLICE] += afl->stage_max; } #ifndef IGNORE_FINDS /************ * SPLICING * ************/ /* This is a last-resort strategy triggered by a full round with no findings. It takes the current input file, randomly selects another input, and splices them together at some offset, then relies on the havoc code to mutate that blob. */ retry_splicing: if (afl->use_splicing && splice_cycle++ < SPLICE_CYCLES && afl->ready_for_splicing_count > 1 && afl->queue_cur->len >= 4) { struct queue_entry *target; u32 tid, split_at; u8 * new_buf; s32 f_diff, l_diff; /* First of all, if we've modified in_buf for havoc, let's clean that up... */ if (in_buf != orig_in) { in_buf = orig_in; len = afl->queue_cur->len; } /* Pick a random queue entry and seek to it. Don't splice with yourself. */ do { tid = rand_below(afl, afl->queued_paths); } while (tid == afl->current_entry || afl->queue_buf[tid]->len < 4); /* Get the testcase */ afl->splicing_with = tid; target = afl->queue_buf[tid]; new_buf = queue_testcase_get(afl, target); /* Find a suitable splicing location, somewhere between the first and the last differing byte. Bail out if the difference is just a single byte or so. */ locate_diffs(in_buf, new_buf, MIN(len, (s64)target->len), &f_diff, &l_diff); if (f_diff < 0 || l_diff < 2 || f_diff == l_diff) { goto retry_splicing; } /* Split somewhere between the first and last differing byte. */ split_at = f_diff + rand_below(afl, l_diff - f_diff); /* Do the thing. */ len = target->len; afl->in_scratch_buf = afl_realloc(AFL_BUF_PARAM(in_scratch), len); memcpy(afl->in_scratch_buf, in_buf, split_at); memcpy(afl->in_scratch_buf + split_at, new_buf, len - split_at); in_buf = afl->in_scratch_buf; afl_swap_bufs(AFL_BUF_PARAM(in), AFL_BUF_PARAM(in_scratch)); out_buf = afl_realloc(AFL_BUF_PARAM(out), len); if (unlikely(!out_buf)) { PFATAL("alloc"); } memcpy(out_buf, in_buf, len); goto custom_mutator_stage; } #endif /* !IGNORE_FINDS */ ret_val = 0; /* we are through with this queue entry - for this iteration */ abandon_entry: afl->splicing_with = -1; /* Update afl->pending_not_fuzzed count if we made it through the calibration cycle and have not seen this entry before. */ if (!afl->stop_soon && !afl->queue_cur->cal_failed && (afl->queue_cur->was_fuzzed == 0 || afl->queue_cur->fuzz_level == 0) && !afl->queue_cur->disabled) { if (!afl->queue_cur->was_fuzzed) { --afl->pending_not_fuzzed; afl->queue_cur->was_fuzzed = 1; if (afl->queue_cur->favored) { --afl->pending_favored; } } } ++afl->queue_cur->fuzz_level; orig_in = NULL; return ret_val; #undef FLIP_BIT } /* MOpt mode */ static u8 mopt_common_fuzzing(afl_state_t *afl, MOpt_globals_t MOpt_globals) { if (!MOpt_globals.is_pilot_mode) { if (swarm_num == 1) { afl->key_module = 2; return 0; } } u32 len, temp_len; u32 i; u32 j; u8 *in_buf, *out_buf, *orig_in, *ex_tmp, *eff_map = 0; u64 havoc_queued = 0, orig_hit_cnt, new_hit_cnt = 0, cur_ms_lv, prev_cksum; u32 splice_cycle = 0, perf_score = 100, orig_perf, eff_cnt = 1; u8 ret_val = 1, doing_det = 0; u8 a_collect[MAX_AUTO_EXTRA]; u32 a_len = 0; #ifdef IGNORE_FINDS /* In IGNORE_FINDS mode, skip any entries that weren't in the initial data set. */ if (afl->queue_cur->depth > 1) return 1; #else if (likely(afl->pending_favored)) { /* If we have any favored, non-fuzzed new arrivals in the queue, possibly skip to them at the expense of already-fuzzed or non-favored cases. */ if (((afl->queue_cur->was_fuzzed > 0 || afl->queue_cur->fuzz_level > 0) || !afl->queue_cur->favored) && rand_below(afl, 100) < SKIP_TO_NEW_PROB) { return 1; } } else if (!afl->non_instrumented_mode && !afl->queue_cur->favored && afl->queued_paths > 10) { /* Otherwise, still possibly skip non-favored cases, albeit less often. The odds of skipping stuff are higher for already-fuzzed inputs and lower for never-fuzzed entries. */ if (afl->queue_cycle > 1 && (afl->queue_cur->fuzz_level == 0 || afl->queue_cur->was_fuzzed)) { if (likely(rand_below(afl, 100) < SKIP_NFAV_NEW_PROB)) { return 1; } } else { if (likely(rand_below(afl, 100) < SKIP_NFAV_OLD_PROB)) { return 1; } } } #endif /* ^IGNORE_FINDS */ if (afl->not_on_tty) { ACTF("Fuzzing test case #%u (%u total, %llu uniq crashes found)...", afl->current_entry, afl->queued_paths, afl->unique_crashes); fflush(stdout); } /* Map the test case into memory. */ orig_in = in_buf = queue_testcase_get(afl, afl->queue_cur); len = afl->queue_cur->len; out_buf = afl_realloc(AFL_BUF_PARAM(out), len); if (unlikely(!out_buf)) { PFATAL("alloc"); } afl->subseq_tmouts = 0; afl->cur_depth = afl->queue_cur->depth; /******************************************* * CALIBRATION (only if failed earlier on) * *******************************************/ if (unlikely(afl->queue_cur->cal_failed)) { u8 res = FSRV_RUN_TMOUT; if (afl->queue_cur->cal_failed < CAL_CHANCES) { afl->queue_cur->exec_cksum = 0; res = calibrate_case(afl, afl->queue_cur, in_buf, afl->queue_cycle - 1, 0); if (res == FSRV_RUN_ERROR) { FATAL("Unable to execute target application"); } } if (afl->stop_soon || res != afl->crash_mode) { ++afl->cur_skipped_paths; goto abandon_entry; } } /************ * TRIMMING * ************/ if (unlikely(!afl->non_instrumented_mode && !afl->queue_cur->trim_done && !afl->disable_trim)) { u32 old_len = afl->queue_cur->len; u8 res = trim_case(afl, afl->queue_cur, in_buf); orig_in = in_buf = queue_testcase_get(afl, afl->queue_cur); if (res == FSRV_RUN_ERROR) { FATAL("Unable to execute target application"); } if (afl->stop_soon) { ++afl->cur_skipped_paths; goto abandon_entry; } /* Don't retry trimming, even if it failed. */ afl->queue_cur->trim_done = 1; len = afl->queue_cur->len; /* maybe current entry is not ready for splicing anymore */ if (unlikely(len <= 4 && old_len > 4)) afl->ready_for_splicing_count--; } memcpy(out_buf, in_buf, len); /********************* * PERFORMANCE SCORE * *********************/ if (likely(!afl->old_seed_selection)) orig_perf = perf_score = afl->queue_cur->perf_score; else orig_perf = perf_score = calculate_score(afl, afl->queue_cur); if (unlikely(perf_score <= 0)) { goto abandon_entry; } if (unlikely(afl->shm.cmplog_mode && afl->queue_cur->colorized < afl->cmplog_lvl && (u32)len <= afl->cmplog_max_filesize)) { if (unlikely(len < 4)) { afl->queue_cur->colorized = 0xff; } else { if (afl->cmplog_lvl == 3 || (afl->cmplog_lvl == 2 && afl->queue_cur->tc_ref) || !(afl->fsrv.total_execs % afl->queued_paths) || get_cur_time() - afl->last_path_time > 15000) { if (input_to_state_stage(afl, in_buf, out_buf, len)) { goto abandon_entry; } } } } /* Go to pacemker fuzzing if MOpt is doing well */ cur_ms_lv = get_cur_time(); if (!(afl->key_puppet == 0 && ((cur_ms_lv - afl->last_path_time < (u32)afl->limit_time_puppet) || (afl->last_crash_time != 0 && cur_ms_lv - afl->last_crash_time < (u32)afl->limit_time_puppet) || afl->last_path_time == 0))) { afl->key_puppet = 1; goto pacemaker_fuzzing; } /* Skip right away if -d is given, if we have done deterministic fuzzing on this entry ourselves (was_fuzzed), or if it has gone through deterministic testing in earlier, resumed runs (passed_det). */ if (likely(afl->skip_deterministic || afl->queue_cur->was_fuzzed || afl->queue_cur->passed_det)) { goto havoc_stage; } /* Skip deterministic fuzzing if exec path checksum puts this out of scope for this main instance. */ if (unlikely(afl->main_node_max && (afl->queue_cur->exec_cksum % afl->main_node_max) != afl->main_node_id - 1)) { goto havoc_stage; } doing_det = 1; /********************************************* * SIMPLE BITFLIP (+dictionary construction) * *********************************************/ #define FLIP_BIT(_ar, _b) \ do { \ \ u8 *_arf = (u8 *)(_ar); \ u32 _bf = (_b); \ _arf[(_bf) >> 3] ^= (128 >> ((_bf)&7)); \ \ } while (0) /* Single walking bit. */ afl->stage_short = "flip1"; afl->stage_max = len << 3; afl->stage_name = "bitflip 1/1"; afl->stage_val_type = STAGE_VAL_NONE; orig_hit_cnt = afl->queued_paths + afl->unique_crashes; prev_cksum = afl->queue_cur->exec_cksum; for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { afl->stage_cur_byte = afl->stage_cur >> 3; FLIP_BIT(out_buf, afl->stage_cur); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_FLIP_BIT1-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } FLIP_BIT(out_buf, afl->stage_cur); /* While flipping the least significant bit in every byte, pull of an extra trick to detect possible syntax tokens. In essence, the idea is that if you have a binary blob like this: xxxxxxxxIHDRxxxxxxxx ...and changing the leading and trailing bytes causes variable or no changes in program flow, but touching any character in the "IHDR" string always produces the same, distinctive path, it's highly likely that "IHDR" is an atomically-checked magic value of special significance to the fuzzed format. We do this here, rather than as a separate stage, because it's a nice way to keep the operation approximately "free" (i.e., no extra execs). Empirically, performing the check when flipping the least significant bit is advantageous, compared to doing it at the time of more disruptive changes, where the program flow may be affected in more violent ways. The caveat is that we won't generate dictionaries in the -d mode or -S mode - but that's probably a fair trade-off. This won't work particularly well with paths that exhibit variable behavior, but fails gracefully, so we'll carry out the checks anyway. */ if (!afl->non_instrumented_mode && (afl->stage_cur & 7) == 7) { u64 cksum = hash64(afl->fsrv.trace_bits, afl->fsrv.map_size, HASH_CONST); if (afl->stage_cur == afl->stage_max - 1 && cksum == prev_cksum) { /* If at end of file and we are still collecting a string, grab the final character and force output. */ if (a_len < MAX_AUTO_EXTRA) { a_collect[a_len] = out_buf[afl->stage_cur >> 3]; } ++a_len; if (a_len >= MIN_AUTO_EXTRA && a_len <= MAX_AUTO_EXTRA) { maybe_add_auto(afl, a_collect, a_len); } } else if (cksum != prev_cksum) { /* Otherwise, if the checksum has changed, see if we have something worthwhile queued up, and collect that if the answer is yes. */ if (a_len >= MIN_AUTO_EXTRA && a_len <= MAX_AUTO_EXTRA) { maybe_add_auto(afl, a_collect, a_len); } a_len = 0; prev_cksum = cksum; } /* Continue collecting string, but only if the bit flip actually made any difference - we don't want no-op tokens. */ if (cksum != afl->queue_cur->exec_cksum) { if (a_len < MAX_AUTO_EXTRA) { a_collect[a_len] = out_buf[afl->stage_cur >> 3]; } ++a_len; } } /* if (afl->stage_cur & 7) == 7 */ } /* for afl->stage_cur */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP1] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP1] += afl->stage_max; /* Two walking bits. */ afl->stage_name = "bitflip 2/1"; afl->stage_short = "flip2"; afl->stage_max = (len << 3) - 1; orig_hit_cnt = new_hit_cnt; for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { afl->stage_cur_byte = afl->stage_cur >> 3; FLIP_BIT(out_buf, afl->stage_cur); FLIP_BIT(out_buf, afl->stage_cur + 1); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_FLIP_BIT2-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } FLIP_BIT(out_buf, afl->stage_cur); FLIP_BIT(out_buf, afl->stage_cur + 1); } /* for afl->stage_cur */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP2] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP2] += afl->stage_max; /* Four walking bits. */ afl->stage_name = "bitflip 4/1"; afl->stage_short = "flip4"; afl->stage_max = (len << 3) - 3; orig_hit_cnt = new_hit_cnt; for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { afl->stage_cur_byte = afl->stage_cur >> 3; FLIP_BIT(out_buf, afl->stage_cur); FLIP_BIT(out_buf, afl->stage_cur + 1); FLIP_BIT(out_buf, afl->stage_cur + 2); FLIP_BIT(out_buf, afl->stage_cur + 3); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_FLIP_BIT4-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } FLIP_BIT(out_buf, afl->stage_cur); FLIP_BIT(out_buf, afl->stage_cur + 1); FLIP_BIT(out_buf, afl->stage_cur + 2); FLIP_BIT(out_buf, afl->stage_cur + 3); } /* for afl->stage_cur */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP4] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP4] += afl->stage_max; /* Effector map setup. These macros calculate: EFF_APOS - position of a particular file offset in the map. EFF_ALEN - length of a map with a particular number of bytes. EFF_SPAN_ALEN - map span for a sequence of bytes. */ #define EFF_APOS(_p) ((_p) >> EFF_MAP_SCALE2) #define EFF_REM(_x) ((_x) & ((1 << EFF_MAP_SCALE2) - 1)) #define EFF_ALEN(_l) (EFF_APOS(_l) + !!EFF_REM(_l)) #define EFF_SPAN_ALEN(_p, _l) (EFF_APOS((_p) + (_l)-1) - EFF_APOS(_p) + 1) /* Initialize effector map for the next step (see comments below). Always flag first and last byte as doing something. */ eff_map = afl_realloc(AFL_BUF_PARAM(eff), EFF_ALEN(len)); if (unlikely(!eff_map)) { PFATAL("alloc"); } eff_map[0] = 1; if (EFF_APOS(len - 1) != 0) { eff_map[EFF_APOS(len - 1)] = 1; ++eff_cnt; } /* Walking byte. */ afl->stage_name = "bitflip 8/8"; afl->stage_short = "flip8"; afl->stage_max = len; orig_hit_cnt = new_hit_cnt; for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { afl->stage_cur_byte = afl->stage_cur; out_buf[afl->stage_cur] ^= 0xFF; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_FLIP_BIT8-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } /* We also use this stage to pull off a simple trick: we identify bytes that seem to have no effect on the current execution path even when fully flipped - and we skip them during more expensive deterministic stages, such as arithmetics or known ints. */ if (!eff_map[EFF_APOS(afl->stage_cur)]) { u64 cksum; /* If in non-instrumented mode or if the file is very short, just flag everything without wasting time on checksums. */ if (!afl->non_instrumented_mode && len >= EFF_MIN_LEN) { cksum = hash64(afl->fsrv.trace_bits, afl->fsrv.map_size, HASH_CONST); } else { cksum = ~afl->queue_cur->exec_cksum; } if (cksum != afl->queue_cur->exec_cksum) { eff_map[EFF_APOS(afl->stage_cur)] = 1; ++eff_cnt; } } out_buf[afl->stage_cur] ^= 0xFF; } /* for afl->stage_cur */ /* If the effector map is more than EFF_MAX_PERC dense, just flag the whole thing as worth fuzzing, since we wouldn't be saving much time anyway. */ if (eff_cnt != (u32)EFF_ALEN(len) && eff_cnt * 100 / EFF_ALEN(len) > EFF_MAX_PERC) { memset(eff_map, 1, EFF_ALEN(len)); afl->blocks_eff_select += EFF_ALEN(len); } else { afl->blocks_eff_select += eff_cnt; } afl->blocks_eff_total += EFF_ALEN(len); new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP8] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP8] += afl->stage_max; /* Two walking bytes. */ if (len < 2) { goto skip_bitflip; } afl->stage_name = "bitflip 16/8"; afl->stage_short = "flip16"; afl->stage_cur = 0; afl->stage_max = len - 1; orig_hit_cnt = new_hit_cnt; for (i = 0; i < len - 1; ++i) { /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)]) { --afl->stage_max; continue; } afl->stage_cur_byte = i; *(u16 *)(out_buf + i) ^= 0xFFFF; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_FLIP_BIT16-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; *(u16 *)(out_buf + i) ^= 0xFFFF; } /* for i = 0; i < len */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP16] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP16] += afl->stage_max; if (len < 4) { goto skip_bitflip; } /* Four walking bytes. */ afl->stage_name = "bitflip 32/8"; afl->stage_short = "flip32"; afl->stage_cur = 0; afl->stage_max = len - 3; orig_hit_cnt = new_hit_cnt; for (i = 0; i < len - 3; ++i) { /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)] && !eff_map[EFF_APOS(i + 2)] && !eff_map[EFF_APOS(i + 3)]) { --afl->stage_max; continue; } afl->stage_cur_byte = i; *(u32 *)(out_buf + i) ^= 0xFFFFFFFF; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_FLIP_BIT32-%u", afl->queue_cur->fname, afl->stage_cur); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; *(u32 *)(out_buf + i) ^= 0xFFFFFFFF; } /* for i = 0; i < len - 3 */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_FLIP32] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_FLIP32] += afl->stage_max; skip_bitflip: if (afl->no_arith) { goto skip_arith; } /********************** * ARITHMETIC INC/DEC * **********************/ /* 8-bit arithmetics. */ afl->stage_name = "arith 8/8"; afl->stage_short = "arith8"; afl->stage_cur = 0; afl->stage_max = 2 * len * ARITH_MAX; afl->stage_val_type = STAGE_VAL_LE; orig_hit_cnt = new_hit_cnt; for (i = 0; i < (u32)len; ++i) { u8 orig = out_buf[i]; /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)]) { afl->stage_max -= 2 * ARITH_MAX; continue; } afl->stage_cur_byte = i; for (j = 1; j <= ARITH_MAX; ++j) { u8 r = orig ^ (orig + j); /* Do arithmetic operations only if the result couldn't be a product of a bitflip. */ if (!could_be_bitflip(r)) { afl->stage_cur_val = j; out_buf[i] = orig + j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_ARITH8+-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } r = orig ^ (orig - j); if (!could_be_bitflip(r)) { afl->stage_cur_val = -j; out_buf[i] = orig - j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_ARITH8_-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } out_buf[i] = orig; } } /* for i = 0; i < len */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_ARITH8] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_ARITH8] += afl->stage_max; /* 16-bit arithmetics, both endians. */ if (len < 2) { goto skip_arith; } afl->stage_name = "arith 16/8"; afl->stage_short = "arith16"; afl->stage_cur = 0; afl->stage_max = 4 * (len - 1) * ARITH_MAX; orig_hit_cnt = new_hit_cnt; for (i = 0; i < len - 1; ++i) { u16 orig = *(u16 *)(out_buf + i); /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)]) { afl->stage_max -= 4 * ARITH_MAX; continue; } afl->stage_cur_byte = i; for (j = 1; j <= ARITH_MAX; ++j) { u16 r1 = orig ^ (orig + j), r2 = orig ^ (orig - j), r3 = orig ^ SWAP16(SWAP16(orig) + j), r4 = orig ^ SWAP16(SWAP16(orig) - j); /* Try little endian addition and subtraction first. Do it only if the operation would affect more than one byte (hence the & 0xff overflow checks) and if it couldn't be a product of a bitflip. */ afl->stage_val_type = STAGE_VAL_LE; if ((orig & 0xff) + j > 0xff && !could_be_bitflip(r1)) { afl->stage_cur_val = j; *(u16 *)(out_buf + i) = orig + j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_ARITH16+-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((orig & 0xff) < j && !could_be_bitflip(r2)) { afl->stage_cur_val = -j; *(u16 *)(out_buf + i) = orig - j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_ARITH16_-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } /* Big endian comes next. Same deal. */ afl->stage_val_type = STAGE_VAL_BE; if ((orig >> 8) + j > 0xff && !could_be_bitflip(r3)) { afl->stage_cur_val = j; *(u16 *)(out_buf + i) = SWAP16(SWAP16(orig) + j); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_ARITH16+BE-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((orig >> 8) < j && !could_be_bitflip(r4)) { afl->stage_cur_val = -j; *(u16 *)(out_buf + i) = SWAP16(SWAP16(orig) - j); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_ARITH16_BE+%u+%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } *(u16 *)(out_buf + i) = orig; } } /* for i = 0; i < len - 1 */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_ARITH16] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_ARITH16] += afl->stage_max; /* 32-bit arithmetics, both endians. */ if (len < 4) { goto skip_arith; } afl->stage_name = "arith 32/8"; afl->stage_short = "arith32"; afl->stage_cur = 0; afl->stage_max = 4 * (len - 3) * ARITH_MAX; orig_hit_cnt = new_hit_cnt; for (i = 0; i < len - 3; ++i) { u32 orig = *(u32 *)(out_buf + i); /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)] && !eff_map[EFF_APOS(i + 2)] && !eff_map[EFF_APOS(i + 3)]) { afl->stage_max -= 4 * ARITH_MAX; continue; } afl->stage_cur_byte = i; for (j = 1; j <= ARITH_MAX; ++j) { u32 r1 = orig ^ (orig + j), r2 = orig ^ (orig - j), r3 = orig ^ SWAP32(SWAP32(orig) + j), r4 = orig ^ SWAP32(SWAP32(orig) - j); /* Little endian first. Same deal as with 16-bit: we only want to try if the operation would have effect on more than two bytes. */ afl->stage_val_type = STAGE_VAL_LE; if ((orig & 0xffff) + j > 0xffff && !could_be_bitflip(r1)) { afl->stage_cur_val = j; *(u32 *)(out_buf + i) = orig + j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_ARITH32+-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((orig & 0xffff) < j && !could_be_bitflip(r2)) { afl->stage_cur_val = -j; *(u32 *)(out_buf + i) = orig - j; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_ARITH32_-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } /* Big endian next. */ afl->stage_val_type = STAGE_VAL_BE; if ((SWAP32(orig) & 0xffff) + j > 0xffff && !could_be_bitflip(r3)) { afl->stage_cur_val = j; *(u32 *)(out_buf + i) = SWAP32(SWAP32(orig) + j); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_ARITH32+BE-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((SWAP32(orig) & 0xffff) < j && !could_be_bitflip(r4)) { afl->stage_cur_val = -j; *(u32 *)(out_buf + i) = SWAP32(SWAP32(orig) - j); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_ARITH32_BE-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } *(u32 *)(out_buf + i) = orig; } } /* for i = 0; i < len - 3 */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_ARITH32] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_ARITH32] += afl->stage_max; skip_arith: /********************** * INTERESTING VALUES * **********************/ afl->stage_name = "interest 8/8"; afl->stage_short = "int8"; afl->stage_cur = 0; afl->stage_max = len * sizeof(interesting_8); afl->stage_val_type = STAGE_VAL_LE; orig_hit_cnt = new_hit_cnt; /* Setting 8-bit integers. */ for (i = 0; i < (u32)len; ++i) { u8 orig = out_buf[i]; /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)]) { afl->stage_max -= sizeof(interesting_8); continue; } afl->stage_cur_byte = i; for (j = 0; j < sizeof(interesting_8); ++j) { /* Skip if the value could be a product of bitflips or arithmetics. */ if (could_be_bitflip(orig ^ (u8)interesting_8[j]) || could_be_arith(orig, (u8)interesting_8[j], 1)) { --afl->stage_max; continue; } afl->stage_cur_val = interesting_8[j]; out_buf[i] = interesting_8[j]; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_INTERESTING8-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } out_buf[i] = orig; ++afl->stage_cur; } } /* for i = 0; i < len */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_INTEREST8] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_INTEREST8] += afl->stage_max; /* Setting 16-bit integers, both endians. */ if (afl->no_arith || len < 2) { goto skip_interest; } afl->stage_name = "interest 16/8"; afl->stage_short = "int16"; afl->stage_cur = 0; afl->stage_max = 2 * (len - 1) * (sizeof(interesting_16) >> 1); orig_hit_cnt = new_hit_cnt; for (i = 0; i < len - 1; ++i) { u16 orig = *(u16 *)(out_buf + i); /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)]) { afl->stage_max -= sizeof(interesting_16); continue; } afl->stage_cur_byte = i; for (j = 0; j < sizeof(interesting_16) / 2; ++j) { afl->stage_cur_val = interesting_16[j]; /* Skip if this could be a product of a bitflip, arithmetics, or single-byte interesting value insertion. */ if (!could_be_bitflip(orig ^ (u16)interesting_16[j]) && !could_be_arith(orig, (u16)interesting_16[j], 2) && !could_be_interest(orig, (u16)interesting_16[j], 2, 0)) { afl->stage_val_type = STAGE_VAL_LE; *(u16 *)(out_buf + i) = interesting_16[j]; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_INTERESTING16-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((u16)interesting_16[j] != SWAP16(interesting_16[j]) && !could_be_bitflip(orig ^ SWAP16(interesting_16[j])) && !could_be_arith(orig, SWAP16(interesting_16[j]), 2) && !could_be_interest(orig, SWAP16(interesting_16[j]), 2, 1)) { afl->stage_val_type = STAGE_VAL_BE; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_INTERESTING16BE-%u-%u", afl->queue_cur->fname, i, j); #endif *(u16 *)(out_buf + i) = SWAP16(interesting_16[j]); if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } } *(u16 *)(out_buf + i) = orig; } /* for i = 0; i < len - 1 */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_INTEREST16] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_INTEREST16] += afl->stage_max; if (len < 4) { goto skip_interest; } /* Setting 32-bit integers, both endians. */ afl->stage_name = "interest 32/8"; afl->stage_short = "int32"; afl->stage_cur = 0; afl->stage_max = 2 * (len - 3) * (sizeof(interesting_32) >> 2); orig_hit_cnt = new_hit_cnt; for (i = 0; i < len - 3; ++i) { u32 orig = *(u32 *)(out_buf + i); /* Let's consult the effector map... */ if (!eff_map[EFF_APOS(i)] && !eff_map[EFF_APOS(i + 1)] && !eff_map[EFF_APOS(i + 2)] && !eff_map[EFF_APOS(i + 3)]) { afl->stage_max -= sizeof(interesting_32) >> 1; continue; } afl->stage_cur_byte = i; for (j = 0; j < sizeof(interesting_32) / 4; ++j) { afl->stage_cur_val = interesting_32[j]; /* Skip if this could be a product of a bitflip, arithmetics, or word interesting value insertion. */ if (!could_be_bitflip(orig ^ (u32)interesting_32[j]) && !could_be_arith(orig, interesting_32[j], 4) && !could_be_interest(orig, interesting_32[j], 4, 0)) { afl->stage_val_type = STAGE_VAL_LE; *(u32 *)(out_buf + i) = interesting_32[j]; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_INTERESTING32-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } if ((u32)interesting_32[j] != SWAP32(interesting_32[j]) && !could_be_bitflip(orig ^ SWAP32(interesting_32[j])) && !could_be_arith(orig, SWAP32(interesting_32[j]), 4) && !could_be_interest(orig, SWAP32(interesting_32[j]), 4, 1)) { afl->stage_val_type = STAGE_VAL_BE; #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_INTERESTING32BE-%u-%u", afl->queue_cur->fname, i, j); #endif *(u32 *)(out_buf + i) = SWAP32(interesting_32[j]); if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } else { --afl->stage_max; } } *(u32 *)(out_buf + i) = orig; } /* for i = 0; i < len - 3 */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_INTEREST32] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_INTEREST32] += afl->stage_max; skip_interest: /******************** * DICTIONARY STUFF * ********************/ if (!afl->extras_cnt) { goto skip_user_extras; } /* Overwrite with user-supplied extras. */ afl->stage_name = "user extras (over)"; afl->stage_short = "ext_UO"; afl->stage_cur = 0; afl->stage_max = afl->extras_cnt * len; afl->stage_val_type = STAGE_VAL_NONE; orig_hit_cnt = new_hit_cnt; for (i = 0; i < (u32)len; ++i) { u32 last_len = 0; afl->stage_cur_byte = i; /* Extras are sorted by size, from smallest to largest. This means that we don't have to worry about restoring the buffer in between writes at a particular offset determined by the outer loop. */ for (j = 0; j < afl->extras_cnt; ++j) { /* Skip extras probabilistically if afl->extras_cnt > AFL_MAX_DET_EXTRAS. Also skip them if there's no room to insert the payload, if the token is redundant, or if its entire span has no bytes set in the effector map. */ if ((afl->extras_cnt > afl->max_det_extras && rand_below(afl, afl->extras_cnt) >= afl->max_det_extras) || afl->extras[j].len > len - i || !memcmp(afl->extras[j].data, out_buf + i, afl->extras[j].len) || !memchr(eff_map + EFF_APOS(i), 1, EFF_SPAN_ALEN(i, afl->extras[j].len))) { --afl->stage_max; continue; } last_len = afl->extras[j].len; memcpy(out_buf + i, afl->extras[j].data, last_len); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_EXTRAS_overwrite-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } /* Restore all the clobbered memory. */ memcpy(out_buf + i, in_buf + i, last_len); } /* for i = 0; i < len */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_EXTRAS_UO] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_EXTRAS_UO] += afl->stage_max; /* Insertion of user-supplied extras. */ afl->stage_name = "user extras (insert)"; afl->stage_short = "ext_UI"; afl->stage_cur = 0; afl->stage_max = afl->extras_cnt * (len + 1); orig_hit_cnt = new_hit_cnt; ex_tmp = afl_realloc(AFL_BUF_PARAM(ex), len + MAX_DICT_FILE); if (unlikely(!ex_tmp)) { PFATAL("alloc"); } for (i = 0; i <= (u32)len; ++i) { afl->stage_cur_byte = i; for (j = 0; j < afl->extras_cnt; ++j) { if (len + afl->extras[j].len > MAX_FILE) { --afl->stage_max; continue; } /* Insert token */ memcpy(ex_tmp + i, afl->extras[j].data, afl->extras[j].len); /* Copy tail */ memcpy(ex_tmp + i + afl->extras[j].len, out_buf + i, len - i); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_EXTRAS_insert-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, ex_tmp, len + afl->extras[j].len)) { goto abandon_entry; } ++afl->stage_cur; } /* Copy head */ ex_tmp[i] = out_buf[i]; } /* for i = 0; i <= len */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_EXTRAS_UI] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_EXTRAS_UI] += afl->stage_max; skip_user_extras: if (!afl->a_extras_cnt) { goto skip_extras; } afl->stage_name = "auto extras (over)"; afl->stage_short = "ext_AO"; afl->stage_cur = 0; afl->stage_max = MIN(afl->a_extras_cnt, (u32)USE_AUTO_EXTRAS) * len; afl->stage_val_type = STAGE_VAL_NONE; orig_hit_cnt = new_hit_cnt; for (i = 0; i < (u32)len; ++i) { u32 last_len = 0; afl->stage_cur_byte = i; u32 min_extra_len = MIN(afl->a_extras_cnt, (u32)USE_AUTO_EXTRAS); for (j = 0; j < min_extra_len; ++j) { /* See the comment in the earlier code; extras are sorted by size. */ if ((afl->a_extras[j].len) > (len - i) || !memcmp(afl->a_extras[j].data, out_buf + i, afl->a_extras[j].len) || !memchr(eff_map + EFF_APOS(i), 1, EFF_SPAN_ALEN(i, afl->a_extras[j].len))) { --afl->stage_max; continue; } last_len = afl->a_extras[j].len; memcpy(out_buf + i, afl->a_extras[j].data, last_len); #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_AUTO_EXTRAS_overwrite-%u-%u", afl->queue_cur->fname, i, j); #endif if (common_fuzz_stuff(afl, out_buf, len)) { goto abandon_entry; } ++afl->stage_cur; } /* Restore all the clobbered memory. */ memcpy(out_buf + i, in_buf + i, last_len); } /* for i = 0; i < len */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; afl->stage_finds[STAGE_EXTRAS_AO] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_EXTRAS_AO] += afl->stage_max; skip_extras: /* If we made this to here without jumping to havoc_stage or abandon_entry, we're properly done with deterministic steps and can mark it as such in the .state/ directory. */ if (!afl->queue_cur->passed_det) { mark_as_det_done(afl, afl->queue_cur); } /**************** * RANDOM HAVOC * ****************/ havoc_stage: pacemaker_fuzzing: afl->stage_cur_byte = -1; /* The havoc stage mutation code is also invoked when splicing files; if the splice_cycle variable is set, generate different descriptions and such. */ if (!splice_cycle) { afl->stage_name = MOpt_globals.havoc_stagename; afl->stage_short = MOpt_globals.havoc_stagenameshort; afl->stage_max = (doing_det ? HAVOC_CYCLES_INIT : HAVOC_CYCLES) * perf_score / afl->havoc_div / 100; } else { perf_score = orig_perf; snprintf(afl->stage_name_buf, STAGE_BUF_SIZE, MOpt_globals.splice_stageformat, splice_cycle); afl->stage_name = afl->stage_name_buf; afl->stage_short = MOpt_globals.splice_stagenameshort; afl->stage_max = SPLICE_HAVOC * perf_score / afl->havoc_div / 100; } s32 temp_len_puppet; // for (; afl->swarm_now < swarm_num; ++afl->swarm_now) { if (afl->key_puppet == 1) { if (unlikely(afl->orig_hit_cnt_puppet == 0)) { afl->orig_hit_cnt_puppet = afl->queued_paths + afl->unique_crashes; afl->last_limit_time_start = get_cur_time(); afl->SPLICE_CYCLES_puppet = (rand_below( afl, SPLICE_CYCLES_puppet_up - SPLICE_CYCLES_puppet_low + 1) + SPLICE_CYCLES_puppet_low); } } /* if afl->key_puppet == 1 */ { #ifndef IGNORE_FINDS havoc_stage_puppet: #endif afl->stage_cur_byte = -1; /* The havoc stage mutation code is also invoked when splicing files; if the splice_cycle variable is set, generate different descriptions and such. */ if (!splice_cycle) { afl->stage_name = MOpt_globals.havoc_stagename; afl->stage_short = MOpt_globals.havoc_stagenameshort; afl->stage_max = (doing_det ? HAVOC_CYCLES_INIT : HAVOC_CYCLES) * perf_score / afl->havoc_div / 100; } else { perf_score = orig_perf; snprintf(afl->stage_name_buf, STAGE_BUF_SIZE, MOpt_globals.splice_stageformat, splice_cycle); afl->stage_name = afl->stage_name_buf; afl->stage_short = MOpt_globals.splice_stagenameshort; afl->stage_max = SPLICE_HAVOC * perf_score / afl->havoc_div / 100; } if (afl->stage_max < HAVOC_MIN) { afl->stage_max = HAVOC_MIN; } temp_len = len; orig_hit_cnt = afl->queued_paths + afl->unique_crashes; havoc_queued = afl->queued_paths; u32 r_max; r_max = 15 + ((afl->extras_cnt + afl->a_extras_cnt) ? 2 : 0); if (unlikely(afl->expand_havoc && afl->ready_for_splicing_count > 1)) { /* add expensive havoc cases here, they are activated after a full cycle without finds happened */ ++r_max; } for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { u32 use_stacking = 1 << (1 + rand_below(afl, afl->havoc_stack_pow2)); afl->stage_cur_val = use_stacking; for (i = 0; i < operator_num; ++i) { MOpt_globals.cycles_v3[i] = MOpt_globals.cycles_v2[i]; } #ifdef INTROSPECTION snprintf(afl->mutation, sizeof(afl->mutation), "%s MOPT_HAVOC-%u", afl->queue_cur->fname, use_stacking); #endif for (i = 0; i < use_stacking; ++i) { switch (select_algorithm(afl, r_max)) { case 0: /* Flip a single bit somewhere. Spooky! */ FLIP_BIT(out_buf, rand_below(afl, temp_len << 3)); MOpt_globals.cycles_v2[STAGE_FLIP1]++; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " FLIP_BIT1"); strcat(afl->mutation, afl->m_tmp); #endif break; case 1: if (temp_len < 2) { break; } temp_len_puppet = rand_below(afl, (temp_len << 3) - 1); FLIP_BIT(out_buf, temp_len_puppet); FLIP_BIT(out_buf, temp_len_puppet + 1); MOpt_globals.cycles_v2[STAGE_FLIP2]++; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " FLIP_BIT2"); strcat(afl->mutation, afl->m_tmp); #endif break; case 2: if (temp_len < 2) { break; } temp_len_puppet = rand_below(afl, (temp_len << 3) - 3); FLIP_BIT(out_buf, temp_len_puppet); FLIP_BIT(out_buf, temp_len_puppet + 1); FLIP_BIT(out_buf, temp_len_puppet + 2); FLIP_BIT(out_buf, temp_len_puppet + 3); MOpt_globals.cycles_v2[STAGE_FLIP4]++; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " FLIP_BIT4"); strcat(afl->mutation, afl->m_tmp); #endif break; case 3: if (temp_len < 4) { break; } out_buf[rand_below(afl, temp_len)] ^= 0xFF; MOpt_globals.cycles_v2[STAGE_FLIP8]++; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " FLIP_BIT8"); strcat(afl->mutation, afl->m_tmp); #endif break; case 4: if (temp_len < 8) { break; } *(u16 *)(out_buf + rand_below(afl, temp_len - 1)) ^= 0xFFFF; MOpt_globals.cycles_v2[STAGE_FLIP16]++; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " FLIP_BIT16"); strcat(afl->mutation, afl->m_tmp); #endif break; case 5: if (temp_len < 8) { break; } *(u32 *)(out_buf + rand_below(afl, temp_len - 3)) ^= 0xFFFFFFFF; MOpt_globals.cycles_v2[STAGE_FLIP32]++; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " FLIP_BIT32"); strcat(afl->mutation, afl->m_tmp); #endif break; case 6: out_buf[rand_below(afl, temp_len)] -= 1 + rand_below(afl, ARITH_MAX); out_buf[rand_below(afl, temp_len)] += 1 + rand_below(afl, ARITH_MAX); MOpt_globals.cycles_v2[STAGE_ARITH8]++; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH8"); strcat(afl->mutation, afl->m_tmp); #endif break; case 7: /* Randomly subtract from word, random endian. */ if (temp_len < 8) { break; } if (rand_below(afl, 2)) { u32 pos = rand_below(afl, temp_len - 1); *(u16 *)(out_buf + pos) -= 1 + rand_below(afl, ARITH_MAX); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH16-%u", pos); strcat(afl->mutation, afl->m_tmp); #endif } else { u32 pos = rand_below(afl, temp_len - 1); u16 num = 1 + rand_below(afl, ARITH_MAX); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH16BE-%u-%u", pos, num); strcat(afl->mutation, afl->m_tmp); #endif *(u16 *)(out_buf + pos) = SWAP16(SWAP16(*(u16 *)(out_buf + pos)) - num); } /* Randomly add to word, random endian. */ if (rand_below(afl, 2)) { u32 pos = rand_below(afl, temp_len - 1); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH16+-%u", pos); strcat(afl->mutation, afl->m_tmp); #endif *(u16 *)(out_buf + pos) += 1 + rand_below(afl, ARITH_MAX); } else { u32 pos = rand_below(afl, temp_len - 1); u16 num = 1 + rand_below(afl, ARITH_MAX); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH16BE+-%u-%u", pos, num); strcat(afl->mutation, afl->m_tmp); #endif *(u16 *)(out_buf + pos) = SWAP16(SWAP16(*(u16 *)(out_buf + pos)) + num); } MOpt_globals.cycles_v2[STAGE_ARITH16]++; break; case 8: /* Randomly subtract from dword, random endian. */ if (temp_len < 8) { break; } if (rand_below(afl, 2)) { u32 pos = rand_below(afl, temp_len - 3); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH32_-%u", pos); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + pos) -= 1 + rand_below(afl, ARITH_MAX); } else { u32 pos = rand_below(afl, temp_len - 3); u32 num = 1 + rand_below(afl, ARITH_MAX); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH32BE_-%u-%u", pos, num); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + pos) = SWAP32(SWAP32(*(u32 *)(out_buf + pos)) - num); } /* Randomly add to dword, random endian. */ // if (temp_len < 4) break; if (rand_below(afl, 2)) { u32 pos = rand_below(afl, temp_len - 3); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH32+-%u", pos); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + pos) += 1 + rand_below(afl, ARITH_MAX); } else { u32 pos = rand_below(afl, temp_len - 3); u32 num = 1 + rand_below(afl, ARITH_MAX); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " ARITH32BE+-%u-%u", pos, num); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + pos) = SWAP32(SWAP32(*(u32 *)(out_buf + pos)) + num); } MOpt_globals.cycles_v2[STAGE_ARITH32]++; break; case 9: /* Set byte to interesting value. */ if (temp_len < 4) { break; } out_buf[rand_below(afl, temp_len)] = interesting_8[rand_below(afl, sizeof(interesting_8))]; MOpt_globals.cycles_v2[STAGE_INTEREST8]++; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " INTERESTING8"); strcat(afl->mutation, afl->m_tmp); #endif break; case 10: /* Set word to interesting value, randomly choosing endian. */ if (temp_len < 8) { break; } if (rand_below(afl, 2)) { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " INTERESTING16"); strcat(afl->mutation, afl->m_tmp); #endif *(u16 *)(out_buf + rand_below(afl, temp_len - 1)) = interesting_16[rand_below(afl, sizeof(interesting_16) >> 1)]; } else { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " INTERESTING16BE"); strcat(afl->mutation, afl->m_tmp); #endif *(u16 *)(out_buf + rand_below(afl, temp_len - 1)) = SWAP16(interesting_16[rand_below( afl, sizeof(interesting_16) >> 1)]); } MOpt_globals.cycles_v2[STAGE_INTEREST16]++; break; case 11: /* Set dword to interesting value, randomly choosing endian. */ if (temp_len < 8) { break; } if (rand_below(afl, 2)) { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " INTERESTING32"); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + rand_below(afl, temp_len - 3)) = interesting_32[rand_below(afl, sizeof(interesting_32) >> 2)]; } else { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " INTERESTING32BE"); strcat(afl->mutation, afl->m_tmp); #endif *(u32 *)(out_buf + rand_below(afl, temp_len - 3)) = SWAP32(interesting_32[rand_below( afl, sizeof(interesting_32) >> 2)]); } MOpt_globals.cycles_v2[STAGE_INTEREST32]++; break; case 12: /* Just set a random byte to a random value. Because, why not. We use XOR with 1-255 to eliminate the possibility of a no-op. */ out_buf[rand_below(afl, temp_len)] ^= 1 + rand_below(afl, 255); MOpt_globals.cycles_v2[STAGE_RANDOMBYTE]++; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " RAND8"); strcat(afl->mutation, afl->m_tmp); #endif break; case 13: { /* Delete bytes. We're making this a bit more likely than insertion (the next option) in hopes of keeping files reasonably small. */ u32 del_from, del_len; if (temp_len < 2) { break; } /* Don't delete too much. */ del_len = choose_block_len(afl, temp_len - 1); del_from = rand_below(afl, temp_len - del_len + 1); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " DEL-%u%u", del_from, del_len); strcat(afl->mutation, afl->m_tmp); #endif memmove(out_buf + del_from, out_buf + del_from + del_len, temp_len - del_from - del_len); temp_len -= del_len; MOpt_globals.cycles_v2[STAGE_DELETEBYTE]++; break; } case 14: if (temp_len + HAVOC_BLK_XL < MAX_FILE) { /* Clone bytes (75%) or insert a block of constant bytes (25%). */ u8 actually_clone = rand_below(afl, 4); u32 clone_from, clone_to, clone_len; u8 *new_buf; if (likely(actually_clone)) { clone_len = choose_block_len(afl, temp_len); clone_from = rand_below(afl, temp_len - clone_len + 1); } else { clone_len = choose_block_len(afl, HAVOC_BLK_XL); clone_from = 0; } clone_to = rand_below(afl, temp_len); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " CLONE_%s-%u-%u-%u", actually_clone ? "clone" : "insert", clone_from, clone_to, clone_len); strcat(afl->mutation, afl->m_tmp); #endif new_buf = afl_realloc(AFL_BUF_PARAM(out_scratch), temp_len + clone_len); if (unlikely(!new_buf)) { PFATAL("alloc"); } /* Head */ memcpy(new_buf, out_buf, clone_to); /* Inserted part */ if (actually_clone) { memcpy(new_buf + clone_to, out_buf + clone_from, clone_len); } else { memset(new_buf + clone_to, rand_below(afl, 2) ? rand_below(afl, 256) : out_buf[rand_below(afl, temp_len)], clone_len); } /* Tail */ memcpy(new_buf + clone_to + clone_len, out_buf + clone_to, temp_len - clone_to); out_buf = new_buf; afl_swap_bufs(AFL_BUF_PARAM(out), AFL_BUF_PARAM(out_scratch)); temp_len += clone_len; MOpt_globals.cycles_v2[STAGE_Clone75]++; } break; case 15: { /* Overwrite bytes with a randomly selected chunk (75%) or fixed bytes (25%). */ u32 copy_from, copy_to, copy_len; if (temp_len < 2) { break; } copy_len = choose_block_len(afl, temp_len - 1); copy_from = rand_below(afl, temp_len - copy_len + 1); copy_to = rand_below(afl, temp_len - copy_len + 1); if (likely(rand_below(afl, 4))) { if (likely(copy_from != copy_to)) { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " OVERWRITE_COPY-%u-%u-%u", copy_from, copy_to, copy_len); strcat(afl->mutation, afl->m_tmp); #endif memmove(out_buf + copy_to, out_buf + copy_from, copy_len); } } else { #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " OVERWRITE_FIXED-%u-%u-%u", copy_from, copy_to, copy_len); strcat(afl->mutation, afl->m_tmp); #endif memset(out_buf + copy_to, rand_below(afl, 2) ? rand_below(afl, 256) : out_buf[rand_below(afl, temp_len)], copy_len); } MOpt_globals.cycles_v2[STAGE_OverWrite75]++; break; } /* case 15 */ /* Values 16 and 17 can be selected only if there are any extras present in the dictionaries. */ case 16: { /* Overwrite bytes with an extra. */ if (!afl->extras_cnt || (afl->a_extras_cnt && rand_below(afl, 2))) { /* No user-specified extras or odds in our favor. Let's use an auto-detected one. */ u32 use_extra = rand_below(afl, afl->a_extras_cnt); u32 extra_len = afl->a_extras[use_extra].len; if (extra_len > (u32)temp_len) break; u32 insert_at = rand_below(afl, temp_len - extra_len + 1); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " AUTO_EXTRA_OVERWRITE-%u-%u", insert_at, extra_len); strcat(afl->mutation, afl->m_tmp); #endif memcpy(out_buf + insert_at, afl->a_extras[use_extra].data, extra_len); } else { /* No auto extras or odds in our favor. Use the dictionary. */ u32 use_extra = rand_below(afl, afl->extras_cnt); u32 extra_len = afl->extras[use_extra].len; if (extra_len > (u32)temp_len) break; u32 insert_at = rand_below(afl, temp_len - extra_len + 1); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " EXTRA_OVERWRITE-%u-%u", insert_at, extra_len); strcat(afl->mutation, afl->m_tmp); #endif memcpy(out_buf + insert_at, afl->extras[use_extra].data, extra_len); } MOpt_globals.cycles_v2[STAGE_OverWriteExtra]++; break; } /* Insert an extra. */ case 17: { u32 use_extra, extra_len, insert_at = rand_below(afl, temp_len + 1); u8 *ptr; /* Insert an extra. Do the same dice-rolling stuff as for the previous case. */ if (!afl->extras_cnt || (afl->a_extras_cnt && rand_below(afl, 2))) { use_extra = rand_below(afl, afl->a_extras_cnt); extra_len = afl->a_extras[use_extra].len; ptr = afl->a_extras[use_extra].data; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " AUTO_EXTRA_INSERT-%u-%u", insert_at, extra_len); strcat(afl->mutation, afl->m_tmp); #endif } else { use_extra = rand_below(afl, afl->extras_cnt); extra_len = afl->extras[use_extra].len; ptr = afl->extras[use_extra].data; #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " EXTRA_INSERT-%u-%u", insert_at, extra_len); strcat(afl->mutation, afl->m_tmp); #endif } if (temp_len + extra_len >= MAX_FILE) break; out_buf = afl_realloc(AFL_BUF_PARAM(out), temp_len + extra_len); if (unlikely(!out_buf)) { PFATAL("alloc"); } /* Tail */ memmove(out_buf + insert_at + extra_len, out_buf + insert_at, temp_len - insert_at); /* Inserted part */ memcpy(out_buf + insert_at, ptr, extra_len); temp_len += extra_len; MOpt_globals.cycles_v2[STAGE_InsertExtra]++; break; } default: { if (unlikely(afl->ready_for_splicing_count < 2)) break; u32 tid; do { tid = rand_below(afl, afl->queued_paths); } while (tid == afl->current_entry || afl->queue_buf[tid]->len < 4); /* Get the testcase for splicing. */ struct queue_entry *target = afl->queue_buf[tid]; u32 new_len = target->len; u8 * new_buf = queue_testcase_get(afl, target); if ((temp_len >= 2 && rand_below(afl, 2)) || temp_len + HAVOC_BLK_XL >= MAX_FILE) { /* overwrite mode */ u32 copy_from, copy_to, copy_len; copy_len = choose_block_len(afl, new_len - 1); if (copy_len > temp_len) copy_len = temp_len; copy_from = rand_below(afl, new_len - copy_len + 1); copy_to = rand_below(afl, temp_len - copy_len + 1); #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " SPLICE_OVERWRITE-%u-%u-%u-%s", copy_from, copy_to, copy_len, target->fname); strcat(afl->mutation, afl->m_tmp); #endif memmove(out_buf + copy_to, new_buf + copy_from, copy_len); } else { /* insert mode */ u32 clone_from, clone_to, clone_len; clone_len = choose_block_len(afl, new_len); clone_from = rand_below(afl, new_len - clone_len + 1); clone_to = rand_below(afl, temp_len + 1); u8 *temp_buf = afl_realloc(AFL_BUF_PARAM(out_scratch), temp_len + clone_len + 1); if (unlikely(!temp_buf)) { PFATAL("alloc"); } #ifdef INTROSPECTION snprintf(afl->m_tmp, sizeof(afl->m_tmp), " SPLICE_INSERT-%u-%u-%u-%s", clone_from, clone_to, clone_len, target->fname); strcat(afl->mutation, afl->m_tmp); #endif /* Head */ memcpy(temp_buf, out_buf, clone_to); /* Inserted part */ memcpy(temp_buf + clone_to, new_buf + clone_from, clone_len); /* Tail */ memcpy(temp_buf + clone_to + clone_len, out_buf + clone_to, temp_len - clone_to); out_buf = temp_buf; afl_swap_bufs(AFL_BUF_PARAM(out), AFL_BUF_PARAM(out_scratch)); temp_len += clone_len; } MOpt_globals.cycles_v2[STAGE_Splice]++; break; } // end of default: } /* switch select_algorithm() */ } /* for i=0; i < use_stacking */ ++*MOpt_globals.pTime; u64 temp_total_found = afl->queued_paths + afl->unique_crashes; if (common_fuzz_stuff(afl, out_buf, temp_len)) { goto abandon_entry_puppet; } /* out_buf might have been mangled a bit, so let's restore it to its original size and shape. */ out_buf = afl_realloc(AFL_BUF_PARAM(out), len); if (unlikely(!out_buf)) { PFATAL("alloc"); } temp_len = len; memcpy(out_buf, in_buf, len); /* If we're finding new stuff, let's run for a bit longer, limits permitting. */ if (afl->queued_paths != havoc_queued) { if (perf_score <= afl->havoc_max_mult * 100) { afl->stage_max *= 2; perf_score *= 2; } havoc_queued = afl->queued_paths; } if (unlikely(afl->queued_paths + afl->unique_crashes > temp_total_found)) { u64 temp_temp_puppet = afl->queued_paths + afl->unique_crashes - temp_total_found; afl->total_puppet_find = afl->total_puppet_find + temp_temp_puppet; if (MOpt_globals.is_pilot_mode) { for (i = 0; i < operator_num; ++i) { if (MOpt_globals.cycles_v2[i] > MOpt_globals.cycles_v3[i]) { MOpt_globals.finds_v2[i] += temp_temp_puppet; } } } else { for (i = 0; i < operator_num; i++) { if (afl->core_operator_cycles_puppet_v2[i] > afl->core_operator_cycles_puppet_v3[i]) afl->core_operator_finds_puppet_v2[i] += temp_temp_puppet; } } } /* if */ } /* for (afl->stage_cur = 0; afl->stage_cur < afl->stage_max; ++afl->stage_cur) { */ new_hit_cnt = afl->queued_paths + afl->unique_crashes; if (MOpt_globals.is_pilot_mode) { if (!splice_cycle) { afl->stage_finds[STAGE_HAVOC] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_HAVOC] += afl->stage_max; } else { afl->stage_finds[STAGE_SPLICE] += new_hit_cnt - orig_hit_cnt; afl->stage_cycles[STAGE_SPLICE] += afl->stage_max; } } #ifndef IGNORE_FINDS /************ * SPLICING * ************/ retry_splicing_puppet: if (afl->use_splicing && splice_cycle++ < (u32)afl->SPLICE_CYCLES_puppet && afl->ready_for_splicing_count > 1 && afl->queue_cur->len >= 4) { struct queue_entry *target; u32 tid, split_at; u8 * new_buf; s32 f_diff, l_diff; /* First of all, if we've modified in_buf for havoc, let's clean that up... */ if (in_buf != orig_in) { in_buf = orig_in; len = afl->queue_cur->len; } /* Pick a random queue entry and seek to it. Don't splice with yourself. */ do { tid = rand_below(afl, afl->queued_paths); } while (tid == afl->current_entry || afl->queue_buf[tid]->len < 4); afl->splicing_with = tid; target = afl->queue_buf[tid]; /* Read the testcase into a new buffer. */ new_buf = queue_testcase_get(afl, target); /* Find a suitable splicin g location, somewhere between the first and the last differing byte. Bail out if the difference is just a single byte or so. */ locate_diffs(in_buf, new_buf, MIN(len, target->len), &f_diff, &l_diff); if (f_diff < 0 || l_diff < 2 || f_diff == l_diff) { goto retry_splicing_puppet; } /* Split somewhere between the first and last differing byte. */ split_at = f_diff + rand_below(afl, l_diff - f_diff); /* Do the thing. */ len = target->len; afl->in_scratch_buf = afl_realloc(AFL_BUF_PARAM(in_scratch), len); memcpy(afl->in_scratch_buf, in_buf, split_at); memcpy(afl->in_scratch_buf + split_at, new_buf, len - split_at); in_buf = afl->in_scratch_buf; afl_swap_bufs(AFL_BUF_PARAM(in), AFL_BUF_PARAM(in_scratch)); out_buf = afl_realloc(AFL_BUF_PARAM(out), len); if (unlikely(!out_buf)) { PFATAL("alloc"); } memcpy(out_buf, in_buf, len); goto havoc_stage_puppet; } /* if splice_cycle */ #endif /* !IGNORE_FINDS */ ret_val = 0; abandon_entry: abandon_entry_puppet: if ((s64)splice_cycle >= afl->SPLICE_CYCLES_puppet) { afl->SPLICE_CYCLES_puppet = (rand_below( afl, SPLICE_CYCLES_puppet_up - SPLICE_CYCLES_puppet_low + 1) + SPLICE_CYCLES_puppet_low); } afl->splicing_with = -1; /* Update afl->pending_not_fuzzed count if we made it through the calibration cycle and have not seen this entry before. */ // if (!afl->stop_soon && !afl->queue_cur->cal_failed && // !afl->queue_cur->was_fuzzed) { // afl->queue_cur->was_fuzzed = 1; // --afl->pending_not_fuzzed; // if (afl->queue_cur->favored) --afl->pending_favored; // } orig_in = NULL; if (afl->key_puppet == 1) { if (unlikely( afl->queued_paths + afl->unique_crashes > ((afl->queued_paths + afl->unique_crashes) * limit_time_bound + afl->orig_hit_cnt_puppet))) { afl->key_puppet = 0; afl->orig_hit_cnt_puppet = 0; afl->last_limit_time_start = 0; } } if (unlikely(*MOpt_globals.pTime > MOpt_globals.period)) { afl->total_pacemaker_time += *MOpt_globals.pTime; *MOpt_globals.pTime = 0; new_hit_cnt = afl->queued_paths + afl->unique_crashes; if (MOpt_globals.is_pilot_mode) { afl->swarm_fitness[afl->swarm_now] = (double)(afl->total_puppet_find - afl->temp_puppet_find) / ((double)(afl->tmp_pilot_time) / afl->period_pilot_tmp); } afl->temp_puppet_find = afl->total_puppet_find; u64 temp_stage_finds_puppet = 0; for (i = 0; i < operator_num; ++i) { if (MOpt_globals.is_pilot_mode) { double temp_eff = 0.0; if (MOpt_globals.cycles_v2[i] > MOpt_globals.cycles[i]) { temp_eff = (double)(MOpt_globals.finds_v2[i] - MOpt_globals.finds[i]) / (double)(MOpt_globals.cycles_v2[i] - MOpt_globals.cycles[i]); } if (afl->eff_best[afl->swarm_now][i] < temp_eff) { afl->eff_best[afl->swarm_now][i] = temp_eff; afl->L_best[afl->swarm_now][i] = afl->x_now[afl->swarm_now][i]; } } MOpt_globals.finds[i] = MOpt_globals.finds_v2[i]; MOpt_globals.cycles[i] = MOpt_globals.cycles_v2[i]; temp_stage_finds_puppet += MOpt_globals.finds[i]; } /* for i = 0; i < operator_num */ if (MOpt_globals.is_pilot_mode) { afl->swarm_now = afl->swarm_now + 1; if (afl->swarm_now == swarm_num) { afl->key_module = 1; for (i = 0; i < operator_num; ++i) { afl->core_operator_cycles_puppet_v2[i] = afl->core_operator_cycles_puppet[i]; afl->core_operator_cycles_puppet_v3[i] = afl->core_operator_cycles_puppet[i]; afl->core_operator_finds_puppet_v2[i] = afl->core_operator_finds_puppet[i]; } double swarm_eff = 0.0; afl->swarm_now = 0; for (i = 0; i < swarm_num; ++i) { if (afl->swarm_fitness[i] > swarm_eff) { swarm_eff = afl->swarm_fitness[i]; afl->swarm_now = i; } } if (afl->swarm_now < 0 || afl->swarm_now > swarm_num - 1) { PFATAL("swarm_now error number %d", afl->swarm_now); } } /* if afl->swarm_now == swarm_num */ /* adjust pointers dependent on 'afl->swarm_now' */ afl->mopt_globals_pilot.finds = afl->stage_finds_puppet[afl->swarm_now]; afl->mopt_globals_pilot.finds_v2 = afl->stage_finds_puppet_v2[afl->swarm_now]; afl->mopt_globals_pilot.cycles = afl->stage_cycles_puppet[afl->swarm_now]; afl->mopt_globals_pilot.cycles_v2 = afl->stage_cycles_puppet_v2[afl->swarm_now]; afl->mopt_globals_pilot.cycles_v3 = afl->stage_cycles_puppet_v3[afl->swarm_now]; } else { for (i = 0; i < operator_num; i++) { afl->core_operator_finds_puppet[i] = afl->core_operator_finds_puppet_v2[i]; afl->core_operator_cycles_puppet[i] = afl->core_operator_cycles_puppet_v2[i]; temp_stage_finds_puppet += afl->core_operator_finds_puppet[i]; } afl->key_module = 2; afl->old_hit_count = new_hit_cnt; } /* if pilot_mode */ } /* if (unlikely(*MOpt_globals.pTime > MOpt_globals.period)) */ } /* block */ } /* block */ return ret_val; } #undef FLIP_BIT u8 core_fuzzing(afl_state_t *afl) { return mopt_common_fuzzing(afl, afl->mopt_globals_core); } u8 pilot_fuzzing(afl_state_t *afl) { return mopt_common_fuzzing(afl, afl->mopt_globals_pilot); } void pso_updating(afl_state_t *afl) { afl->g_now++; if (afl->g_now > afl->g_max) { afl->g_now = 0; } afl->w_now = (afl->w_init - afl->w_end) * (afl->g_max - afl->g_now) / (afl->g_max) + afl->w_end; int tmp_swarm, i, j; u64 temp_operator_finds_puppet = 0; for (i = 0; i < operator_num; ++i) { afl->operator_finds_puppet[i] = afl->core_operator_finds_puppet[i]; for (j = 0; j < swarm_num; ++j) { afl->operator_finds_puppet[i] = afl->operator_finds_puppet[i] + afl->stage_finds_puppet[j][i]; } temp_operator_finds_puppet = temp_operator_finds_puppet + afl->operator_finds_puppet[i]; } for (i = 0; i < operator_num; ++i) { if (afl->operator_finds_puppet[i]) { afl->G_best[i] = (double)((double)(afl->operator_finds_puppet[i]) / (double)(temp_operator_finds_puppet)); } } for (tmp_swarm = 0; tmp_swarm < swarm_num; ++tmp_swarm) { double x_temp = 0.0; for (i = 0; i < operator_num; ++i) { afl->probability_now[tmp_swarm][i] = 0.0; afl->v_now[tmp_swarm][i] = afl->w_now * afl->v_now[tmp_swarm][i] + RAND_C * (afl->L_best[tmp_swarm][i] - afl->x_now[tmp_swarm][i]) + RAND_C * (afl->G_best[i] - afl->x_now[tmp_swarm][i]); afl->x_now[tmp_swarm][i] += afl->v_now[tmp_swarm][i]; if (afl->x_now[tmp_swarm][i] > v_max) { afl->x_now[tmp_swarm][i] = v_max; } else if (afl->x_now[tmp_swarm][i] < v_min) { afl->x_now[tmp_swarm][i] = v_min; } x_temp += afl->x_now[tmp_swarm][i]; } for (i = 0; i < operator_num; ++i) { afl->x_now[tmp_swarm][i] = afl->x_now[tmp_swarm][i] / x_temp; if (likely(i != 0)) { afl->probability_now[tmp_swarm][i] = afl->probability_now[tmp_swarm][i - 1] + afl->x_now[tmp_swarm][i]; } else { afl->probability_now[tmp_swarm][i] = afl->x_now[tmp_swarm][i]; } } if (afl->probability_now[tmp_swarm][operator_num - 1] < 0.99 || afl->probability_now[tmp_swarm][operator_num - 1] > 1.01) { FATAL("ERROR probability"); } } afl->swarm_now = 0; afl->key_module = 0; } /* larger change for MOpt implementation: the original fuzz_one was renamed to fuzz_one_original. All documentation references to fuzz_one therefore mean fuzz_one_original */ u8 fuzz_one(afl_state_t *afl) { int key_val_lv_1 = 0, key_val_lv_2 = 0; #ifdef _AFL_DOCUMENT_MUTATIONS u8 path_buf[PATH_MAX]; if (afl->do_document == 0) { snprintf(path_buf, PATH_MAX, "%s/mutations", afl->out_dir); afl->do_document = mkdir(path_buf, 0700); // if it exists we do not care afl->do_document = 1; } else { afl->do_document = 2; afl->stop_soon = 2; } #endif // if limit_time_sig == -1 then both are run after each other if (afl->limit_time_sig <= 0) { key_val_lv_1 = fuzz_one_original(afl); } if (afl->limit_time_sig != 0) { if (afl->key_module == 0) { key_val_lv_2 = pilot_fuzzing(afl); } else if (afl->key_module == 1) { key_val_lv_2 = core_fuzzing(afl); } else if (afl->key_module == 2) { pso_updating(afl); } } return (key_val_lv_1 | key_val_lv_2); }