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Diffstat (limited to '')
-rw-r--r-- | tools/fuzzing/libfuzzer/FuzzerDataFlowTrace.cpp | 295 |
1 files changed, 295 insertions, 0 deletions
diff --git a/tools/fuzzing/libfuzzer/FuzzerDataFlowTrace.cpp b/tools/fuzzing/libfuzzer/FuzzerDataFlowTrace.cpp new file mode 100644 index 0000000000..06ea287a3c --- /dev/null +++ b/tools/fuzzing/libfuzzer/FuzzerDataFlowTrace.cpp @@ -0,0 +1,295 @@ +//===- FuzzerDataFlowTrace.cpp - DataFlowTrace ---*- C++ -* ===// +// +// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. +// See https://llvm.org/LICENSE.txt for license information. +// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception +// +//===----------------------------------------------------------------------===// +// fuzzer::DataFlowTrace +//===----------------------------------------------------------------------===// + +#include "FuzzerDataFlowTrace.h" + +#include "FuzzerCommand.h" +#include "FuzzerIO.h" +#include "FuzzerRandom.h" +#include "FuzzerSHA1.h" +#include "FuzzerUtil.h" + +#include <cstdlib> +#include <fstream> +#include <numeric> +#include <queue> +#include <sstream> +#include <string> +#include <unordered_map> +#include <unordered_set> +#include <vector> + +namespace fuzzer { +static const char *kFunctionsTxt = "functions.txt"; + +bool BlockCoverage::AppendCoverage(const std::string &S) { + std::stringstream SS(S); + return AppendCoverage(SS); +} + +// Coverage lines have this form: +// CN X Y Z T +// where N is the number of the function, T is the total number of instrumented +// BBs, and X,Y,Z, if present, are the indecies of covered BB. +// BB #0, which is the entry block, is not explicitly listed. +bool BlockCoverage::AppendCoverage(std::istream &IN) { + std::string L; + while (std::getline(IN, L, '\n')) { + if (L.empty()) + continue; + std::stringstream SS(L.c_str() + 1); + size_t FunctionId = 0; + SS >> FunctionId; + if (L[0] == 'F') { + FunctionsWithDFT.insert(FunctionId); + continue; + } + if (L[0] != 'C') continue; + Vector<uint32_t> CoveredBlocks; + while (true) { + uint32_t BB = 0; + SS >> BB; + if (!SS) break; + CoveredBlocks.push_back(BB); + } + if (CoveredBlocks.empty()) return false; + uint32_t NumBlocks = CoveredBlocks.back(); + CoveredBlocks.pop_back(); + for (auto BB : CoveredBlocks) + if (BB >= NumBlocks) return false; + auto It = Functions.find(FunctionId); + auto &Counters = + It == Functions.end() + ? Functions.insert({FunctionId, Vector<uint32_t>(NumBlocks)}) + .first->second + : It->second; + + if (Counters.size() != NumBlocks) return false; // wrong number of blocks. + + Counters[0]++; + for (auto BB : CoveredBlocks) + Counters[BB]++; + } + return true; +} + +// Assign weights to each function. +// General principles: +// * any uncovered function gets weight 0. +// * a function with lots of uncovered blocks gets bigger weight. +// * a function with a less frequently executed code gets bigger weight. +Vector<double> BlockCoverage::FunctionWeights(size_t NumFunctions) const { + Vector<double> Res(NumFunctions); + for (auto It : Functions) { + auto FunctionID = It.first; + auto Counters = It.second; + assert(FunctionID < NumFunctions); + auto &Weight = Res[FunctionID]; + // Give higher weight if the function has a DFT. + Weight = FunctionsWithDFT.count(FunctionID) ? 1000. : 1; + // Give higher weight to functions with less frequently seen basic blocks. + Weight /= SmallestNonZeroCounter(Counters); + // Give higher weight to functions with the most uncovered basic blocks. + Weight *= NumberOfUncoveredBlocks(Counters) + 1; + } + return Res; +} + +int DataFlowTrace::ReadCoverage(const std::string &DirPath) { + Vector<SizedFile> Files; + int Res = GetSizedFilesFromDir(DirPath, &Files); + if (Res != 0) + return Res; + for (auto &SF : Files) { + auto Name = Basename(SF.File); + if (Name == kFunctionsTxt) continue; + if (!CorporaHashes.count(Name)) continue; + std::ifstream IF(SF.File); + Coverage.AppendCoverage(IF); + } + return 0; +} + +static void DFTStringAppendToVector(Vector<uint8_t> *DFT, + const std::string &DFTString) { + assert(DFT->size() == DFTString.size()); + for (size_t I = 0, Len = DFT->size(); I < Len; I++) + (*DFT)[I] = DFTString[I] == '1'; +} + +// converts a string of '0' and '1' into a Vector<uint8_t> +static Vector<uint8_t> DFTStringToVector(const std::string &DFTString) { + Vector<uint8_t> DFT(DFTString.size()); + DFTStringAppendToVector(&DFT, DFTString); + return DFT; +} + +static bool ParseError(const char *Err, const std::string &Line) { + Printf("DataFlowTrace: parse error: %s: Line: %s\n", Err, Line.c_str()); + return false; +} + +// TODO(metzman): replace std::string with std::string_view for +// better performance. Need to figure our how to use string_view on Windows. +static bool ParseDFTLine(const std::string &Line, size_t *FunctionNum, + std::string *DFTString) { + if (!Line.empty() && Line[0] != 'F') + return false; // Ignore coverage. + size_t SpacePos = Line.find(' '); + if (SpacePos == std::string::npos) + return ParseError("no space in the trace line", Line); + if (Line.empty() || Line[0] != 'F') + return ParseError("the trace line doesn't start with 'F'", Line); + *FunctionNum = std::atol(Line.c_str() + 1); + const char *Beg = Line.c_str() + SpacePos + 1; + const char *End = Line.c_str() + Line.size(); + assert(Beg < End); + size_t Len = End - Beg; + for (size_t I = 0; I < Len; I++) { + if (Beg[I] != '0' && Beg[I] != '1') + return ParseError("the trace should contain only 0 or 1", Line); + } + *DFTString = Beg; + return true; +} + +int DataFlowTrace::Init(const std::string &DirPath, std::string *FocusFunction, + Vector<SizedFile> &CorporaFiles, Random &Rand) { + if (DirPath.empty()) return 0; + Printf("INFO: DataFlowTrace: reading from '%s'\n", DirPath.c_str()); + Vector<SizedFile> Files; + int Res = GetSizedFilesFromDir(DirPath, &Files); + if (Res != 0) + return Res; + std::string L; + size_t FocusFuncIdx = SIZE_MAX; + Vector<std::string> FunctionNames; + + // Collect the hashes of the corpus files. + for (auto &SF : CorporaFiles) + CorporaHashes.insert(Hash(FileToVector(SF.File))); + + // Read functions.txt + std::ifstream IF(DirPlusFile(DirPath, kFunctionsTxt)); + size_t NumFunctions = 0; + while (std::getline(IF, L, '\n')) { + FunctionNames.push_back(L); + NumFunctions++; + if (*FocusFunction == L) + FocusFuncIdx = NumFunctions - 1; + } + if (!NumFunctions) + return 0; + + if (*FocusFunction == "auto") { + // AUTOFOCUS works like this: + // * reads the coverage data from the DFT files. + // * assigns weights to functions based on coverage. + // * chooses a random function according to the weights. + Res = ReadCoverage(DirPath); + if (Res != 0) + return Res; + auto Weights = Coverage.FunctionWeights(NumFunctions); + Vector<double> Intervals(NumFunctions + 1); + std::iota(Intervals.begin(), Intervals.end(), 0); + auto Distribution = std::piecewise_constant_distribution<double>( + Intervals.begin(), Intervals.end(), Weights.begin()); + FocusFuncIdx = static_cast<size_t>(Distribution(Rand)); + *FocusFunction = FunctionNames[FocusFuncIdx]; + assert(FocusFuncIdx < NumFunctions); + Printf("INFO: AUTOFOCUS: %zd %s\n", FocusFuncIdx, + FunctionNames[FocusFuncIdx].c_str()); + for (size_t i = 0; i < NumFunctions; i++) { + if (!Weights[i]) continue; + Printf(" [%zd] W %g\tBB-tot %u\tBB-cov %u\tEntryFreq %u:\t%s\n", i, + Weights[i], Coverage.GetNumberOfBlocks(i), + Coverage.GetNumberOfCoveredBlocks(i), Coverage.GetCounter(i, 0), + FunctionNames[i].c_str()); + } + } + + if (!NumFunctions || FocusFuncIdx == SIZE_MAX || Files.size() <= 1) + return 0; + + // Read traces. + size_t NumTraceFiles = 0; + size_t NumTracesWithFocusFunction = 0; + for (auto &SF : Files) { + auto Name = Basename(SF.File); + if (Name == kFunctionsTxt) continue; + if (!CorporaHashes.count(Name)) continue; // not in the corpus. + NumTraceFiles++; + // Printf("=== %s\n", Name.c_str()); + std::ifstream IF(SF.File); + while (std::getline(IF, L, '\n')) { + size_t FunctionNum = 0; + std::string DFTString; + if (ParseDFTLine(L, &FunctionNum, &DFTString) && + FunctionNum == FocusFuncIdx) { + NumTracesWithFocusFunction++; + + if (FunctionNum >= NumFunctions) { + ParseError("N is greater than the number of functions", L); + return 0; + } + Traces[Name] = DFTStringToVector(DFTString); + // Print just a few small traces. + if (NumTracesWithFocusFunction <= 3 && DFTString.size() <= 16) + Printf("%s => |%s|\n", Name.c_str(), std::string(DFTString).c_str()); + break; // No need to parse the following lines. + } + } + } + Printf("INFO: DataFlowTrace: %zd trace files, %zd functions, " + "%zd traces with focus function\n", + NumTraceFiles, NumFunctions, NumTracesWithFocusFunction); + return 0; +} + +int CollectDataFlow(const std::string &DFTBinary, const std::string &DirPath, + const Vector<SizedFile> &CorporaFiles) { + Printf("INFO: collecting data flow: bin: %s dir: %s files: %zd\n", + DFTBinary.c_str(), DirPath.c_str(), CorporaFiles.size()); + if (CorporaFiles.empty()) { + Printf("ERROR: can't collect data flow without corpus provided."); + return 1; + } + + static char DFSanEnv[] = "DFSAN_OPTIONS=warn_unimplemented=0"; + putenv(DFSanEnv); + MkDir(DirPath); + for (auto &F : CorporaFiles) { + // For every input F we need to collect the data flow and the coverage. + // Data flow collection may fail if we request too many DFSan tags at once. + // So, we start from requesting all tags in range [0,Size) and if that fails + // we then request tags in [0,Size/2) and [Size/2, Size), and so on. + // Function number => DFT. + auto OutPath = DirPlusFile(DirPath, Hash(FileToVector(F.File))); + std::unordered_map<size_t, Vector<uint8_t>> DFTMap; + std::unordered_set<std::string> Cov; + Command Cmd; + Cmd.addArgument(DFTBinary); + Cmd.addArgument(F.File); + Cmd.addArgument(OutPath); + Printf("CMD: %s\n", Cmd.toString().c_str()); + ExecuteCommand(Cmd); + } + // Write functions.txt if it's currently empty or doesn't exist. + auto FunctionsTxtPath = DirPlusFile(DirPath, kFunctionsTxt); + if (FileToString(FunctionsTxtPath).empty()) { + Command Cmd; + Cmd.addArgument(DFTBinary); + Cmd.setOutputFile(FunctionsTxtPath); + ExecuteCommand(Cmd); + } + return 0; +} + +} // namespace fuzzer |