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[lib/Fuzzer] change the way we use taint information for fuzzing. Now, we run a single unit and collect suggested mutations based on tracing+taint data, then apply the suggested mutations one by one. The previous scheme was slower and more complex.
git-svn-id: https://llvm.org/svn/llvm-project/llvm/trunk@236772 91177308-0d34-0410-b5e6-96231b3b80d8
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@ -68,6 +68,7 @@
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#include "FuzzerInternal.h"
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#include <sanitizer/dfsan_interface.h>
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#include <algorithm>
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#include <cstring>
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#include <iostream>
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#include <unordered_map>
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@ -157,26 +158,39 @@ std::ostream &operator<<(std::ostream &os, const LabelRange &LR) {
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return os << "[" << LR.Beg << "," << LR.End << ")";
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}
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// For now, very simple: put Size bytes of Data at position Pos.
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struct TraceBasedMutation {
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size_t Pos;
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size_t Size;
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uint64_t Data;
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};
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class DFSanState {
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public:
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DFSanState(const fuzzer::Fuzzer::FuzzingOptions &Options)
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: Options(Options) {}
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struct CmpSiteInfo {
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size_t ResCounters[2] = {0, 0};
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size_t CmpSize = 0;
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LabelRange LR;
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std::unordered_map<uint64_t, size_t> CountedConstants;
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};
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LabelRange GetLabelRange(dfsan_label L);
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void DFSanCmpCallback(uintptr_t PC, size_t CmpSize, size_t CmpType,
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uint64_t Arg1, uint64_t Arg2, dfsan_label L1,
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dfsan_label L2);
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bool Mutate(fuzzer::Unit *U);
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void StartTraceRecording() {
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RecordingTraces = true;
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Mutations.clear();
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}
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size_t StopTraceRecording() {
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RecordingTraces = false;
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std::random_shuffle(Mutations.begin(), Mutations.end());
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return Mutations.size();
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}
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void ApplyTraceBasedMutation(size_t Idx, fuzzer::Unit *U);
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private:
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std::unordered_map<uintptr_t, CmpSiteInfo> PcToCmpSiteInfoMap;
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bool RecordingTraces = false;
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std::vector<TraceBasedMutation> Mutations;
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LabelRange LabelRanges[1 << (sizeof(dfsan_label) * 8)] = {};
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const fuzzer::Fuzzer::FuzzingOptions &Options;
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};
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@ -191,63 +205,69 @@ LabelRange DFSanState::GetLabelRange(dfsan_label L) {
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return LR = LabelRange::Singleton(LI);
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}
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void DFSanState::ApplyTraceBasedMutation(size_t Idx, fuzzer::Unit *U) {
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assert(Idx < Mutations.size());
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auto &M = Mutations[Idx];
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if (Options.Verbosity >= 3)
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std::cerr << "TBM " << M.Pos << " " << M.Size << " " << M.Data << "\n";
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if (M.Pos + M.Size > U->size()) return;
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memcpy(U->data() + M.Pos, &M.Data, M.Size);
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}
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void DFSanState::DFSanCmpCallback(uintptr_t PC, size_t CmpSize, size_t CmpType,
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uint64_t Arg1, uint64_t Arg2, dfsan_label L1,
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dfsan_label L2) {
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if (!RecordingTraces) return;
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if (L1 == 0 && L2 == 0)
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return; // Not actionable.
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if (L1 != 0 && L2 != 0)
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return; // Probably still actionable.
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bool Res = ComputeCmp(CmpSize, CmpType, Arg1, Arg2);
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CmpSiteInfo &CSI = PcToCmpSiteInfoMap[PC];
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CSI.CmpSize = CmpSize;
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CSI.LR.Join(GetLabelRange(L1)).Join(GetLabelRange(L2));
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if (!L1) CSI.CountedConstants[Arg1]++;
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if (!L2) CSI.CountedConstants[Arg2]++;
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size_t Counter = CSI.ResCounters[Res]++;
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uint64_t Data = L1 ? Arg2 : Arg1;
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LabelRange LR = L1 ? GetLabelRange(L1) : GetLabelRange(L2);
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if (Options.Verbosity >= 2 &&
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(Counter & (Counter - 1)) == 0 &&
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CSI.ResCounters[!Res] == 0)
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for (size_t Pos = LR.Beg; Pos + CmpSize <= LR.End; Pos++) {
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Mutations.push_back({Pos, CmpSize, Data});
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Mutations.push_back({Pos, CmpSize, Data + 1});
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Mutations.push_back({Pos, CmpSize, Data - 1});
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}
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if (CmpSize > LR.End - LR.Beg)
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Mutations.push_back({LR.Beg, (unsigned)(LR.End - LR.Beg), Data});
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if (Options.Verbosity >= 3)
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std::cerr << "DFSAN:"
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<< " PC " << std::hex << PC << std::dec
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<< " S " << CmpSize
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<< " T " << CmpType
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<< " A1 " << Arg1 << " A2 " << Arg2 << " R " << Res
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<< " L" << L1 << GetLabelRange(L1)
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<< " L" << L2 << GetLabelRange(L2)
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<< " LR " << CSI.LR
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<< " L" << L1
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<< " L" << L2
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<< " R" << LR
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<< " MU " << Mutations.size()
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<< "\n";
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}
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bool DFSanState::Mutate(fuzzer::Unit *U) {
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for (auto &PCToCmp : PcToCmpSiteInfoMap) {
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auto &CSI = PCToCmp.second;
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if (CSI.ResCounters[0] * CSI.ResCounters[1] != 0) continue;
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if (CSI.ResCounters[0] + CSI.ResCounters[1] < 1000) continue;
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if (CSI.CountedConstants.size() != 1) continue;
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uintptr_t C = CSI.CountedConstants.begin()->first;
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if (U->size() >= CSI.CmpSize) {
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size_t RangeSize = CSI.LR.End - CSI.LR.Beg;
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size_t Idx = CSI.LR.Beg + rand() % RangeSize;
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if (Idx + CSI.CmpSize > U->size()) continue;
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C += rand() % 5 - 2;
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memcpy(U->data() + Idx, &C, CSI.CmpSize);
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return true;
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}
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}
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return false;
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}
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static DFSanState *DFSan;
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} // namespace
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namespace fuzzer {
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bool Fuzzer::MutateWithDFSan(Unit *U) {
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if (!&dfsan_create_label || !DFSan) return false;
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return DFSan->Mutate(U);
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void Fuzzer::StartTraceRecording() {
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if (!DFSan) return;
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DFSan->StartTraceRecording();
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}
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size_t Fuzzer::StopTraceRecording() {
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if (!DFSan) return 0;
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return DFSan->StopTraceRecording();
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}
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void Fuzzer::ApplyTraceBasedMutation(size_t Idx, Unit *U) {
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assert(DFSan);
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DFSan->ApplyTraceBasedMutation(Idx, U);
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}
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void Fuzzer::InitializeDFSan() {
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@ -279,7 +299,7 @@ void dfsan_weak_hook_memcmp(void *caller_pc, const void *s1, const void *s2,
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size_t n, dfsan_label s1_label,
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dfsan_label s2_label, dfsan_label n_label) {
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uintptr_t PC = reinterpret_cast<uintptr_t>(caller_pc);
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uint64_t S1, S2;
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uint64_t S1 = 0, S2 = 0;
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// Simplification: handle only first 8 bytes.
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memcpy(&S1, s1, std::min(n, sizeof(S1)));
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memcpy(&S2, s2, std::min(n, sizeof(S2)));
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@ -94,10 +94,20 @@ class Fuzzer {
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size_t RunOneMaximizeCoveragePairs(const Unit &U);
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void WriteToOutputCorpus(const Unit &U);
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void WriteToCrash(const Unit &U, const char *Prefix);
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bool MutateWithDFSan(Unit *U);
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void PrintStats(const char *Where, size_t Cov, const char *End = "\n");
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void PrintUnitInASCIIOrTokens(const Unit &U, const char *PrintAfter = "");
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// Trace-based fuzzing: we run a unit with some kind of tracing
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// enabled and record potentially useful mutations. Then
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// We apply these mutations one by one to the unit and run it again.
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// Start tracing; forget all previously proposed mutations.
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void StartTraceRecording();
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// Stop tracing and return the number of proposed mutations.
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size_t StopTraceRecording();
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// Apply Idx-th trace-based mutation to U.
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void ApplyTraceBasedMutation(size_t Idx, Unit *U);
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void SetDeathCallback();
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static void StaticDeathCallback();
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void DeathCallback();
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@ -285,9 +285,14 @@ void Fuzzer::ReportNewCoverage(size_t NewCoverage, const Unit &U) {
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void Fuzzer::MutateAndTestOne(Unit *U) {
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for (int i = 0; i < Options.MutateDepth; i++) {
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MutateWithDFSan(U);
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StartTraceRecording();
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Mutate(U, Options.MaxLen);
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RunOneAndUpdateCorpus(*U);
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size_t NumTraceBasedMutations = StopTraceRecording();
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for (size_t j = 0; j < NumTraceBasedMutations; j++) {
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ApplyTraceBasedMutation(j, U);
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RunOneAndUpdateCorpus(*U);
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}
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}
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}
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@ -19,9 +19,9 @@ RUN: not ./LLVMFuzzer-FourIndependentBranchesTest -timeout=15 -seed=1 -use_cover
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RUN: not ./LLVMFuzzer-CounterTest -use_counters=1 -max_len=6 -seed=1 -timeout=15 2>&1 | FileCheck %s
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RUN: not ./LLVMFuzzer-DFSanSimpleCmpTest -seed=1 -timeout=15 2>&1 | FileCheck %s
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RUN: not ./LLVMFuzzer-DFSanSimpleCmpTest -seed=1 -runs=1000000 -timeout=5 2>&1 | FileCheck %s
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RUN: not ./LLVMFuzzer-DFSanMemcmpTest -seed=1 -timeout=15 2>&1 | FileCheck %s
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RUN: not ./LLVMFuzzer-DFSanMemcmpTest -seed=1 -runs=100 -timeout=5 2>&1 | FileCheck %s
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RUN: not ./LLVMFuzzer-CxxTokensTest -seed=1 -timeout=15 -tokens=%S/../cxx_fuzzer_tokens.txt 2>&1 | FileCheck %s
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