2015-01-30 00:58:29 +08:00
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//===- FuzzerLoop.cpp - Fuzzer's main loop --------------------------------===//
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//
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// The LLVM Compiler Infrastructure
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//
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// This file is distributed under the University of Illinois Open Source
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// License. See LICENSE.TXT for details.
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//
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//===----------------------------------------------------------------------===//
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// Fuzzer's main loop.
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//===----------------------------------------------------------------------===//
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#include "FuzzerInternal.h"
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2015-02-04 03:42:05 +08:00
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#include <sanitizer/coverage_interface.h>
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2015-01-30 00:58:29 +08:00
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#include <algorithm>
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2015-10-17 07:04:31 +08:00
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extern "C" {
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__attribute__((weak)) void __sanitizer_print_stack_trace();
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}
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2015-01-30 00:58:29 +08:00
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namespace fuzzer {
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2015-10-17 06:47:20 +08:00
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static const size_t kMaxUnitSizeToPrint = 256;
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2015-01-30 00:58:29 +08:00
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2015-04-01 04:13:20 +08:00
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// Only one Fuzzer per process.
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static Fuzzer *F;
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2015-05-23 06:35:31 +08:00
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Fuzzer::Fuzzer(UserSuppliedFuzzer &USF, FuzzingOptions Options)
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: USF(USF), Options(Options) {
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2015-04-01 04:13:20 +08:00
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SetDeathCallback();
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2015-05-12 05:16:27 +08:00
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InitializeTraceState();
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2015-04-01 04:13:20 +08:00
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assert(!F);
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F = this;
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}
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2015-01-30 00:58:29 +08:00
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void Fuzzer::SetDeathCallback() {
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2015-04-01 04:13:20 +08:00
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__sanitizer_set_death_callback(StaticDeathCallback);
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}
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void Fuzzer::PrintUnitInASCIIOrTokens(const Unit &U, const char *PrintAfter) {
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if (Options.Tokens.empty()) {
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PrintASCII(U, PrintAfter);
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} else {
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auto T = SubstituteTokens(U);
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T.push_back(0);
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2015-05-23 09:22:35 +08:00
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Printf("%s%s", T.data(), PrintAfter);
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2015-04-01 04:13:20 +08:00
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}
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}
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void Fuzzer::StaticDeathCallback() {
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assert(F);
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F->DeathCallback();
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2015-01-30 00:58:29 +08:00
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}
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void Fuzzer::DeathCallback() {
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2015-05-23 09:22:35 +08:00
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Printf("DEATH:\n");
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2015-10-09 12:03:14 +08:00
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if (CurrentUnit.size() <= kMaxUnitSizeToPrint) {
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Print(CurrentUnit, "\n");
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PrintUnitInASCIIOrTokens(CurrentUnit, "\n");
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}
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2015-07-24 02:37:22 +08:00
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WriteUnitToFileWithPrefix(CurrentUnit, "crash-");
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2015-01-30 00:58:29 +08:00
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}
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2015-04-01 04:13:20 +08:00
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void Fuzzer::StaticAlarmCallback() {
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assert(F);
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F->AlarmCallback();
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}
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2015-01-30 00:58:29 +08:00
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void Fuzzer::AlarmCallback() {
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2015-05-20 06:12:57 +08:00
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assert(Options.UnitTimeoutSec > 0);
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2015-01-30 00:58:29 +08:00
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size_t Seconds =
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duration_cast<seconds>(system_clock::now() - UnitStartTime).count();
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2015-05-20 06:12:57 +08:00
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if (Seconds == 0) return;
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if (Options.Verbosity >= 2)
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2015-05-23 09:22:35 +08:00
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Printf("AlarmCallback %zd\n", Seconds);
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2015-05-20 06:12:57 +08:00
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if (Seconds >= (size_t)Options.UnitTimeoutSec) {
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2015-05-23 09:22:35 +08:00
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Printf("ALARM: working on the last Unit for %zd seconds\n", Seconds);
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2015-05-27 04:57:47 +08:00
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Printf(" and the timeout value is %d (use -timeout=N to change)\n",
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Options.UnitTimeoutSec);
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2015-10-09 12:03:14 +08:00
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if (CurrentUnit.size() <= kMaxUnitSizeToPrint) {
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2015-08-01 06:07:17 +08:00
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Print(CurrentUnit, "\n");
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2015-10-09 12:03:14 +08:00
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PrintUnitInASCIIOrTokens(CurrentUnit, "\n");
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}
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2015-07-24 02:37:22 +08:00
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WriteUnitToFileWithPrefix(CurrentUnit, "timeout-");
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2015-10-17 07:04:31 +08:00
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Printf("==%d== ERROR: libFuzzer: timeout after %d seconds\n", GetPid(),
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Seconds);
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if (__sanitizer_print_stack_trace)
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__sanitizer_print_stack_trace();
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Printf("SUMMARY: libFuzzer: timeout\n");
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2015-05-20 06:12:57 +08:00
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exit(1);
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2015-01-30 00:58:29 +08:00
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}
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}
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2015-03-31 06:44:03 +08:00
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void Fuzzer::PrintStats(const char *Where, size_t Cov, const char *End) {
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if (!Options.Verbosity) return;
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size_t Seconds = secondsSinceProcessStartUp();
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size_t ExecPerSec = (Seconds ? TotalNumberOfRuns / Seconds : 0);
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2015-08-12 09:55:37 +08:00
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Printf("#%zd\t%s cov: %zd bits: %zd units: %zd exec/s: %zd",
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TotalNumberOfRuns, Where, Cov, TotalBits(), Corpus.size(), ExecPerSec);
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if (TotalNumberOfExecutedTraceBasedMutations)
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Printf(" tbm: %zd", TotalNumberOfExecutedTraceBasedMutations);
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Printf("%s", End);
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2015-03-31 06:44:03 +08:00
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}
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2015-05-09 05:30:55 +08:00
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void Fuzzer::RereadOutputCorpus() {
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if (Options.OutputCorpus.empty()) return;
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std::vector<Unit> AdditionalCorpus;
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ReadDirToVectorOfUnits(Options.OutputCorpus.c_str(), &AdditionalCorpus,
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&EpochOfLastReadOfOutputCorpus);
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if (Corpus.empty()) {
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Corpus = AdditionalCorpus;
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return;
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}
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if (!Options.Reload) return;
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2015-05-20 06:12:57 +08:00
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if (Options.Verbosity >= 2)
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2015-05-23 09:22:35 +08:00
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Printf("Reload: read %zd new units.\n", AdditionalCorpus.size());
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2015-05-09 05:30:55 +08:00
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for (auto &X : AdditionalCorpus) {
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if (X.size() > (size_t)Options.MaxLen)
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X.resize(Options.MaxLen);
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2015-05-19 09:06:07 +08:00
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if (UnitHashesAddedToCorpus.insert(Hash(X)).second) {
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2015-05-09 05:30:55 +08:00
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CurrentUnit.clear();
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CurrentUnit.insert(CurrentUnit.begin(), X.begin(), X.end());
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size_t NewCoverage = RunOne(CurrentUnit);
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2015-05-19 09:06:07 +08:00
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if (NewCoverage) {
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Corpus.push_back(X);
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if (Options.Verbosity >= 1)
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PrintStats("RELOAD", NewCoverage);
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}
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2015-05-09 05:30:55 +08:00
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}
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}
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}
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2015-01-30 00:58:29 +08:00
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void Fuzzer::ShuffleAndMinimize() {
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2015-03-31 06:44:03 +08:00
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size_t MaxCov = 0;
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2015-07-24 09:06:40 +08:00
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bool PreferSmall = (Options.PreferSmallDuringInitialShuffle == 1 ||
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(Options.PreferSmallDuringInitialShuffle == -1 &&
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USF.GetRand().RandBool()));
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2015-01-30 00:58:29 +08:00
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if (Options.Verbosity)
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2015-05-23 09:22:35 +08:00
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Printf("PreferSmall: %d\n", PreferSmall);
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2015-03-31 06:44:03 +08:00
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PrintStats("READ ", 0);
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2015-01-30 00:58:29 +08:00
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std::vector<Unit> NewCorpus;
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2015-10-17 12:38:26 +08:00
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if (Options.ShuffleAtStartUp) {
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std::random_shuffle(Corpus.begin(), Corpus.end(), USF.GetRand());
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if (PreferSmall)
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std::stable_sort(
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Corpus.begin(), Corpus.end(),
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[](const Unit &A, const Unit &B) { return A.size() < B.size(); });
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}
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2015-01-30 00:58:29 +08:00
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Unit &U = CurrentUnit;
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for (const auto &C : Corpus) {
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for (size_t First = 0; First < 1; First++) {
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U.clear();
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size_t Last = std::min(First + Options.MaxLen, C.size());
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U.insert(U.begin(), C.begin() + First, C.begin() + Last);
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2015-09-03 03:08:08 +08:00
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if (Options.OnlyASCII)
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ToASCII(U);
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2015-01-30 00:58:29 +08:00
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size_t NewCoverage = RunOne(U);
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if (NewCoverage) {
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MaxCov = NewCoverage;
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NewCorpus.push_back(U);
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if (Options.Verbosity >= 2)
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2015-05-23 09:22:35 +08:00
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Printf("NEW0: %zd L %zd\n", NewCoverage, U.size());
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2015-01-30 00:58:29 +08:00
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}
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}
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}
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Corpus = NewCorpus;
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2015-05-19 09:06:07 +08:00
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for (auto &X : Corpus)
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UnitHashesAddedToCorpus.insert(Hash(X));
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2015-03-31 06:44:03 +08:00
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PrintStats("INITED", MaxCov);
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2015-01-30 00:58:29 +08:00
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}
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size_t Fuzzer::RunOne(const Unit &U) {
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UnitStartTime = system_clock::now();
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TotalNumberOfRuns++;
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2015-10-03 06:00:32 +08:00
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size_t Res = RunOneMaximizeTotalCoverage(U);
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2015-03-31 07:04:35 +08:00
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auto UnitStopTime = system_clock::now();
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auto TimeOfUnit =
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duration_cast<seconds>(UnitStopTime - UnitStartTime).count();
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2015-08-06 05:43:48 +08:00
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if (TimeOfUnit > TimeOfLongestUnitInSeconds &&
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TimeOfUnit >= Options.ReportSlowUnits) {
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2015-03-31 07:04:35 +08:00
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TimeOfLongestUnitInSeconds = TimeOfUnit;
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2015-08-06 05:43:48 +08:00
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Printf("Slowest unit: %zd s:\n", TimeOfLongestUnitInSeconds);
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WriteUnitToFileWithPrefix(U, "slow-unit-");
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2015-03-31 07:04:35 +08:00
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}
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return Res;
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2015-01-30 07:01:07 +08:00
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}
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2015-08-11 09:44:42 +08:00
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void Fuzzer::RunOneAndUpdateCorpus(Unit &U) {
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2015-05-08 02:32:29 +08:00
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if (TotalNumberOfRuns >= Options.MaxNumberOfRuns)
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return;
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2015-08-11 09:44:42 +08:00
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if (Options.OnlyASCII)
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ToASCII(U);
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2015-05-08 02:32:29 +08:00
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ReportNewCoverage(RunOne(U), U);
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}
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2015-04-01 04:13:20 +08:00
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Unit Fuzzer::SubstituteTokens(const Unit &U) const {
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Unit Res;
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for (auto Idx : U) {
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if (Idx < Options.Tokens.size()) {
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std::string Token = Options.Tokens[Idx];
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Res.insert(Res.end(), Token.begin(), Token.end());
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} else {
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Res.push_back(' ');
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}
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}
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// FIXME: Apply DFSan labels.
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return Res;
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}
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void Fuzzer::ExecuteCallback(const Unit &U) {
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2015-10-03 07:34:06 +08:00
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int Res = 0;
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2015-04-01 04:13:20 +08:00
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if (Options.Tokens.empty()) {
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2015-10-03 07:34:06 +08:00
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Res = USF.TargetFunction(U.data(), U.size());
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2015-04-01 04:13:20 +08:00
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} else {
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auto T = SubstituteTokens(U);
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2015-10-03 07:34:06 +08:00
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Res = USF.TargetFunction(T.data(), T.size());
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2015-04-01 04:13:20 +08:00
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}
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2015-10-03 07:34:06 +08:00
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assert(Res == 0);
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2015-04-01 04:13:20 +08:00
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}
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2015-01-30 07:01:07 +08:00
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size_t Fuzzer::RunOneMaximizeTotalCoverage(const Unit &U) {
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[sanitizer/coverage] Add AFL-style coverage counters (search heuristic for fuzzing).
Introduce -mllvm -sanitizer-coverage-8bit-counters=1
which adds imprecise thread-unfriendly 8-bit coverage counters.
The run-time library maps these 8-bit counters to 8-bit bitsets in the same way
AFL (http://lcamtuf.coredump.cx/afl/technical_details.txt) does:
counter values are divided into 8 ranges and based on the counter
value one of the bits in the bitset is set.
The AFL ranges are used here: 1, 2, 3, 4-7, 8-15, 16-31, 32-127, 128+.
These counters provide a search heuristic for single-threaded
coverage-guided fuzzers, we do not expect them to be useful for other purposes.
Depending on the value of -fsanitize-coverage=[123] flag,
these counters will be added to the function entry blocks (=1),
every basic block (=2), or every edge (=3).
Use these counters as an optional search heuristic in the Fuzzer library.
Add a test where this heuristic is critical.
llvm-svn: 231166
2015-03-04 07:27:02 +08:00
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size_t NumCounters = __sanitizer_get_number_of_counters();
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if (Options.UseCounters) {
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CounterBitmap.resize(NumCounters);
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__sanitizer_update_counter_bitset_and_clear_counters(0);
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}
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2015-01-30 00:58:29 +08:00
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size_t OldCoverage = __sanitizer_get_total_unique_coverage();
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2015-04-01 04:13:20 +08:00
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ExecuteCallback(U);
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2015-01-30 00:58:29 +08:00
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size_t NewCoverage = __sanitizer_get_total_unique_coverage();
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[sanitizer/coverage] Add AFL-style coverage counters (search heuristic for fuzzing).
Introduce -mllvm -sanitizer-coverage-8bit-counters=1
which adds imprecise thread-unfriendly 8-bit coverage counters.
The run-time library maps these 8-bit counters to 8-bit bitsets in the same way
AFL (http://lcamtuf.coredump.cx/afl/technical_details.txt) does:
counter values are divided into 8 ranges and based on the counter
value one of the bits in the bitset is set.
The AFL ranges are used here: 1, 2, 3, 4-7, 8-15, 16-31, 32-127, 128+.
These counters provide a search heuristic for single-threaded
coverage-guided fuzzers, we do not expect them to be useful for other purposes.
Depending on the value of -fsanitize-coverage=[123] flag,
these counters will be added to the function entry blocks (=1),
every basic block (=2), or every edge (=3).
Use these counters as an optional search heuristic in the Fuzzer library.
Add a test where this heuristic is critical.
llvm-svn: 231166
2015-03-04 07:27:02 +08:00
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size_t NumNewBits = 0;
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if (Options.UseCounters)
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NumNewBits = __sanitizer_update_counter_bitset_and_clear_counters(
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CounterBitmap.data());
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2015-03-31 06:44:03 +08:00
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if (!(TotalNumberOfRuns & (TotalNumberOfRuns - 1)) && Options.Verbosity)
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PrintStats("pulse ", NewCoverage);
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[sanitizer/coverage] Add AFL-style coverage counters (search heuristic for fuzzing).
Introduce -mllvm -sanitizer-coverage-8bit-counters=1
which adds imprecise thread-unfriendly 8-bit coverage counters.
The run-time library maps these 8-bit counters to 8-bit bitsets in the same way
AFL (http://lcamtuf.coredump.cx/afl/technical_details.txt) does:
counter values are divided into 8 ranges and based on the counter
value one of the bits in the bitset is set.
The AFL ranges are used here: 1, 2, 3, 4-7, 8-15, 16-31, 32-127, 128+.
These counters provide a search heuristic for single-threaded
coverage-guided fuzzers, we do not expect them to be useful for other purposes.
Depending on the value of -fsanitize-coverage=[123] flag,
these counters will be added to the function entry blocks (=1),
every basic block (=2), or every edge (=3).
Use these counters as an optional search heuristic in the Fuzzer library.
Add a test where this heuristic is critical.
llvm-svn: 231166
2015-03-04 07:27:02 +08:00
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if (NewCoverage > OldCoverage || NumNewBits)
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2015-01-30 00:58:29 +08:00
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return NewCoverage;
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return 0;
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}
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void Fuzzer::WriteToOutputCorpus(const Unit &U) {
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if (Options.OutputCorpus.empty()) return;
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std::string Path = DirPlusFile(Options.OutputCorpus, Hash(U));
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WriteToFile(U, Path);
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if (Options.Verbosity >= 2)
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2015-05-23 09:22:35 +08:00
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Printf("Written to %s\n", Path.c_str());
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2015-09-03 03:08:08 +08:00
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assert(!Options.OnlyASCII || IsASCII(U));
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2015-01-30 00:58:29 +08:00
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}
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2015-07-24 02:37:22 +08:00
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void Fuzzer::WriteUnitToFileWithPrefix(const Unit &U, const char *Prefix) {
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2015-10-17 06:41:47 +08:00
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if (!Options.SaveArtifacts)
|
|
|
|
return;
|
2015-10-09 11:57:59 +08:00
|
|
|
std::string Path = Options.ArtifactPrefix + Prefix + Hash(U);
|
2015-01-30 00:58:29 +08:00
|
|
|
WriteToFile(U, Path);
|
2015-10-09 11:57:59 +08:00
|
|
|
Printf("artifact_prefix='%s'; Test unit written to %s\n",
|
|
|
|
Options.ArtifactPrefix.c_str(), Path.c_str());
|
2015-08-01 06:07:17 +08:00
|
|
|
if (U.size() <= kMaxUnitSizeToPrint) {
|
|
|
|
Printf("Base64: ");
|
|
|
|
PrintFileAsBase64(Path);
|
|
|
|
}
|
2015-01-30 00:58:29 +08:00
|
|
|
}
|
|
|
|
|
|
|
|
void Fuzzer::SaveCorpus() {
|
|
|
|
if (Options.OutputCorpus.empty()) return;
|
|
|
|
for (const auto &U : Corpus)
|
|
|
|
WriteToFile(U, DirPlusFile(Options.OutputCorpus, Hash(U)));
|
|
|
|
if (Options.Verbosity)
|
2015-05-23 09:22:35 +08:00
|
|
|
Printf("Written corpus of %zd files to %s\n", Corpus.size(),
|
|
|
|
Options.OutputCorpus.c_str());
|
2015-01-30 00:58:29 +08:00
|
|
|
}
|
|
|
|
|
2015-05-08 02:32:29 +08:00
|
|
|
void Fuzzer::ReportNewCoverage(size_t NewCoverage, const Unit &U) {
|
|
|
|
if (!NewCoverage) return;
|
|
|
|
Corpus.push_back(U);
|
2015-05-19 09:06:07 +08:00
|
|
|
UnitHashesAddedToCorpus.insert(Hash(U));
|
2015-05-08 02:32:29 +08:00
|
|
|
PrintStats("NEW ", NewCoverage, "");
|
|
|
|
if (Options.Verbosity) {
|
2015-05-23 09:22:35 +08:00
|
|
|
Printf(" L: %zd", U.size());
|
2015-05-08 02:32:29 +08:00
|
|
|
if (U.size() < 30) {
|
2015-05-23 09:22:35 +08:00
|
|
|
Printf(" ");
|
2015-05-08 02:32:29 +08:00
|
|
|
PrintUnitInASCIIOrTokens(U, "\t");
|
|
|
|
Print(U);
|
|
|
|
}
|
2015-05-23 09:22:35 +08:00
|
|
|
Printf("\n");
|
2015-05-08 02:32:29 +08:00
|
|
|
}
|
|
|
|
WriteToOutputCorpus(U);
|
|
|
|
if (Options.ExitOnFirst)
|
|
|
|
exit(0);
|
|
|
|
}
|
|
|
|
|
|
|
|
void Fuzzer::MutateAndTestOne(Unit *U) {
|
2015-02-05 03:10:20 +08:00
|
|
|
for (int i = 0; i < Options.MutateDepth; i++) {
|
2015-05-08 05:02:11 +08:00
|
|
|
StartTraceRecording();
|
2015-05-23 06:35:31 +08:00
|
|
|
size_t Size = U->size();
|
|
|
|
U->resize(Options.MaxLen);
|
|
|
|
size_t NewSize = USF.Mutate(U->data(), Size, U->size());
|
2015-05-31 01:33:13 +08:00
|
|
|
assert(NewSize > 0 && "Mutator returned empty unit");
|
|
|
|
assert(NewSize <= (size_t)Options.MaxLen &&
|
|
|
|
"Mutator return overisized unit");
|
2015-05-23 06:35:31 +08:00
|
|
|
U->resize(NewSize);
|
2015-05-08 02:32:29 +08:00
|
|
|
RunOneAndUpdateCorpus(*U);
|
2015-05-08 05:02:11 +08:00
|
|
|
size_t NumTraceBasedMutations = StopTraceRecording();
|
2015-08-12 09:55:37 +08:00
|
|
|
size_t TBMWidth =
|
|
|
|
std::min((size_t)Options.TBMWidth, NumTraceBasedMutations);
|
|
|
|
size_t TBMDepth =
|
|
|
|
std::min((size_t)Options.TBMDepth, NumTraceBasedMutations);
|
|
|
|
Unit BackUp = *U;
|
|
|
|
for (size_t w = 0; w < TBMWidth; w++) {
|
|
|
|
*U = BackUp;
|
|
|
|
for (size_t d = 0; d < TBMDepth; d++) {
|
|
|
|
TotalNumberOfExecutedTraceBasedMutations++;
|
|
|
|
ApplyTraceBasedMutation(USF.GetRand()(NumTraceBasedMutations), U);
|
|
|
|
RunOneAndUpdateCorpus(*U);
|
|
|
|
}
|
2015-05-08 05:02:11 +08:00
|
|
|
}
|
2015-01-30 00:58:29 +08:00
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2015-09-09 01:30:35 +08:00
|
|
|
void Fuzzer::Loop() {
|
2015-09-04 08:12:11 +08:00
|
|
|
for (auto &U: Options.Dictionary)
|
|
|
|
USF.GetMD().AddWordToDictionary(U.data(), U.size());
|
|
|
|
|
2015-09-09 01:30:35 +08:00
|
|
|
while (true) {
|
2015-02-05 06:20:09 +08:00
|
|
|
for (size_t J1 = 0; J1 < Corpus.size(); J1++) {
|
2015-05-19 05:34:20 +08:00
|
|
|
SyncCorpus();
|
2015-05-09 05:30:55 +08:00
|
|
|
RereadOutputCorpus();
|
2015-02-05 06:20:09 +08:00
|
|
|
if (TotalNumberOfRuns >= Options.MaxNumberOfRuns)
|
2015-05-08 02:32:29 +08:00
|
|
|
return;
|
2015-10-03 04:47:55 +08:00
|
|
|
if (Options.MaxTotalTimeSec > 0 &&
|
|
|
|
secondsSinceProcessStartUp() >
|
|
|
|
static_cast<size_t>(Options.MaxTotalTimeSec))
|
|
|
|
return;
|
2015-02-05 06:20:09 +08:00
|
|
|
CurrentUnit = Corpus[J1];
|
2015-09-11 08:20:58 +08:00
|
|
|
// Optionally, cross with another unit.
|
|
|
|
if (Options.DoCrossOver && USF.GetRand().RandBool()) {
|
|
|
|
size_t J2 = USF.GetRand()(Corpus.size());
|
|
|
|
if (!Corpus[J1].empty() && !Corpus[J2].empty()) {
|
|
|
|
assert(!Corpus[J2].empty());
|
2015-05-23 06:35:31 +08:00
|
|
|
CurrentUnit.resize(Options.MaxLen);
|
|
|
|
size_t NewSize = USF.CrossOver(
|
|
|
|
Corpus[J1].data(), Corpus[J1].size(), Corpus[J2].data(),
|
|
|
|
Corpus[J2].size(), CurrentUnit.data(), CurrentUnit.size());
|
2015-05-31 01:33:13 +08:00
|
|
|
assert(NewSize > 0 && "CrossOver returned empty unit");
|
|
|
|
assert(NewSize <= (size_t)Options.MaxLen &&
|
2015-09-11 08:20:58 +08:00
|
|
|
"CrossOver returned overisized unit");
|
2015-05-23 06:35:31 +08:00
|
|
|
CurrentUnit.resize(NewSize);
|
2015-01-30 00:58:29 +08:00
|
|
|
}
|
|
|
|
}
|
2015-09-11 08:20:58 +08:00
|
|
|
// Perform several mutations and runs.
|
|
|
|
MutateAndTestOne(&CurrentUnit);
|
2015-01-30 00:58:29 +08:00
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2015-05-19 05:34:20 +08:00
|
|
|
void Fuzzer::SyncCorpus() {
|
|
|
|
if (Options.SyncCommand.empty() || Options.OutputCorpus.empty()) return;
|
|
|
|
auto Now = system_clock::now();
|
|
|
|
if (duration_cast<seconds>(Now - LastExternalSync).count() <
|
|
|
|
Options.SyncTimeout)
|
|
|
|
return;
|
|
|
|
LastExternalSync = Now;
|
|
|
|
ExecuteCommand(Options.SyncCommand + " " + Options.OutputCorpus);
|
|
|
|
}
|
|
|
|
|
2015-01-30 00:58:29 +08:00
|
|
|
} // namespace fuzzer
|