DataFlow.cpp
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/*===- DataFlow.cpp - a standalone DataFlow tracer -------===//
//
// 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
//
//===----------------------------------------------------------------------===//
// An experimental data-flow tracer for fuzz targets.
// It is based on DFSan and SanitizerCoverage.
// https://clang.llvm.org/docs/DataFlowSanitizer.html
// https://clang.llvm.org/docs/SanitizerCoverage.html#tracing-data-flow
//
// It executes the fuzz target on the given input while monitoring the
// data flow for every instrumented comparison instruction.
//
// The output shows which functions depend on which bytes of the input,
// and also provides basic-block coverage for every input.
//
// Build:
// 1. Compile this file (DataFlow.cpp) with -fsanitize=dataflow and -O2.
// 2. Compile DataFlowCallbacks.cpp with -O2 -fPIC.
// 3. Build the fuzz target with -g -fsanitize=dataflow
// -fsanitize-coverage=trace-pc-guard,pc-table,bb,trace-cmp
// 4. Link those together with -fsanitize=dataflow
//
// -fsanitize-coverage=trace-cmp inserts callbacks around every comparison
// instruction, DFSan modifies the calls to pass the data flow labels.
// The callbacks update the data flow label for the current function.
// See e.g. __dfsw___sanitizer_cov_trace_cmp1 below.
//
// -fsanitize-coverage=trace-pc-guard,pc-table,bb instruments function
// entries so that the comparison callback knows that current function.
// -fsanitize-coverage=...,bb also allows to collect basic block coverage.
//
//
// Run:
// # Collect data flow and coverage for INPUT_FILE
// # write to OUTPUT_FILE (default: stdout)
// export DFSAN_OPTIONS=fast16labels=1:warn_unimplemented=0
// ./a.out INPUT_FILE [OUTPUT_FILE]
//
// # Print all instrumented functions. llvm-symbolizer must be present in PATH
// ./a.out
//
// Example output:
// ===============
// F0 11111111111111
// F1 10000000000000
// C0 1 2 3 4 5
// C1 8
// ===============
// "FN xxxxxxxxxx": tells what bytes of the input does the function N depend on.
// "CN X Y Z T": tells that a function N has basic blocks X, Y, and Z covered
// in addition to the function's entry block, out of T total instrumented
// blocks.
//
//===----------------------------------------------------------------------===*/
#include <assert.h>
#include <stdio.h>
#include <stdlib.h>
#include <stdint.h>
#include <string.h>
#include <execinfo.h> // backtrace_symbols_fd
#include "DataFlow.h"
extern "C" {
extern int LLVMFuzzerTestOneInput(const unsigned char *Data, size_t Size);
__attribute__((weak)) extern int LLVMFuzzerInitialize(int *argc, char ***argv);
} // extern "C"
CallbackData __dft;
static size_t InputLen;
static size_t NumIterations;
static dfsan_label **FuncLabelsPerIter; // NumIterations x NumFuncs;
static inline bool BlockIsEntry(size_t BlockIdx) {
return __dft.PCsBeg[BlockIdx * 2 + 1] & PCFLAG_FUNC_ENTRY;
}
const int kNumLabels = 16;
// Prints all instrumented functions.
static int PrintFunctions() {
// We don't have the symbolizer integrated with dfsan yet.
// So use backtrace_symbols_fd and pipe it through llvm-symbolizer.
// TODO(kcc): this is pretty ugly and may break in lots of ways.
// We'll need to make a proper in-process symbolizer work with DFSan.
FILE *Pipe = popen("sed 's/(+/ /g; s/).*//g' "
"| llvm-symbolizer "
"| grep 'dfs\\$' "
"| sed 's/dfs\\$//g' "
"| c++filt",
"w");
for (size_t I = 0; I < __dft.NumGuards; I++) {
uintptr_t PC = __dft.PCsBeg[I * 2];
if (!BlockIsEntry(I)) continue;
void *const Buf[1] = {(void*)PC};
backtrace_symbols_fd(Buf, 1, fileno(Pipe));
}
pclose(Pipe);
return 0;
}
static void PrintBinary(FILE *Out, dfsan_label L, size_t Len) {
char buf[kNumLabels + 1];
assert(Len <= kNumLabels);
for (int i = 0; i < kNumLabels; i++)
buf[i] = (L & (1 << i)) ? '1' : '0';
buf[Len] = 0;
fprintf(Out, "%s", buf);
}
static void PrintDataFlow(FILE *Out) {
for (size_t Func = 0; Func < __dft.NumFuncs; Func++) {
bool HasAny = false;
for (size_t Iter = 0; Iter < NumIterations; Iter++)
if (FuncLabelsPerIter[Iter][Func])
HasAny = true;
if (!HasAny)
continue;
fprintf(Out, "F%zd ", Func);
size_t LenOfLastIteration = kNumLabels;
if (auto Tail = InputLen % kNumLabels)
LenOfLastIteration = Tail;
for (size_t Iter = 0; Iter < NumIterations; Iter++)
PrintBinary(Out, FuncLabelsPerIter[Iter][Func],
Iter == NumIterations - 1 ? LenOfLastIteration : kNumLabels);
fprintf(Out, "\n");
}
}
static void PrintCoverage(FILE *Out) {
ssize_t CurrentFuncGuard = -1;
ssize_t CurrentFuncNum = -1;
ssize_t NumBlocksInCurrentFunc = -1;
for (size_t FuncBeg = 0; FuncBeg < __dft.NumGuards;) {
CurrentFuncNum++;
assert(BlockIsEntry(FuncBeg));
size_t FuncEnd = FuncBeg + 1;
for (; FuncEnd < __dft.NumGuards && !BlockIsEntry(FuncEnd); FuncEnd++)
;
if (__dft.BBExecuted[FuncBeg]) {
fprintf(Out, "C%zd", CurrentFuncNum);
for (size_t I = FuncBeg + 1; I < FuncEnd; I++)
if (__dft.BBExecuted[I])
fprintf(Out, " %zd", I - FuncBeg);
fprintf(Out, " %zd\n", FuncEnd - FuncBeg);
}
FuncBeg = FuncEnd;
}
}
int main(int argc, char **argv) {
if (LLVMFuzzerInitialize)
LLVMFuzzerInitialize(&argc, &argv);
if (argc == 1)
return PrintFunctions();
assert(argc == 2 || argc == 3);
const char *Input = argv[1];
fprintf(stderr, "INFO: reading '%s'\n", Input);
FILE *In = fopen(Input, "r");
assert(In);
fseek(In, 0, SEEK_END);
InputLen = ftell(In);
fseek(In, 0, SEEK_SET);
unsigned char *Buf = (unsigned char*)malloc(InputLen);
size_t NumBytesRead = fread(Buf, 1, InputLen, In);
assert(NumBytesRead == InputLen);
fclose(In);
NumIterations = (NumBytesRead + kNumLabels - 1) / kNumLabels;
FuncLabelsPerIter =
(dfsan_label **)calloc(NumIterations, sizeof(dfsan_label *));
for (size_t Iter = 0; Iter < NumIterations; Iter++)
FuncLabelsPerIter[Iter] =
(dfsan_label *)calloc(__dft.NumFuncs, sizeof(dfsan_label));
for (size_t Iter = 0; Iter < NumIterations; Iter++) {
fprintf(stderr, "INFO: running '%s' %zd/%zd\n", Input, Iter, NumIterations);
dfsan_flush();
dfsan_set_label(0, Buf, InputLen);
__dft.FuncLabels = FuncLabelsPerIter[Iter];
size_t BaseIdx = Iter * kNumLabels;
size_t LastIdx = BaseIdx + kNumLabels < NumBytesRead ? BaseIdx + kNumLabels
: NumBytesRead;
assert(BaseIdx < LastIdx);
for (size_t Idx = BaseIdx; Idx < LastIdx; Idx++)
dfsan_set_label(1 << (Idx - BaseIdx), Buf + Idx, 1);
LLVMFuzzerTestOneInput(Buf, InputLen);
}
free(Buf);
bool OutIsStdout = argc == 2;
fprintf(stderr, "INFO: writing dataflow to %s\n",
OutIsStdout ? "<stdout>" : argv[2]);
FILE *Out = OutIsStdout ? stdout : fopen(argv[2], "w");
PrintDataFlow(Out);
PrintCoverage(Out);
if (!OutIsStdout) fclose(Out);
}