libprotobuf-mutator is a library to randomly mutate
protobuffers.
It could be used together with guided
fuzzing engines, such as libFuzzer.
Install prerequisites:
sudo apt-get update
sudo apt-get install binutils cmake ninja-build liblzma-dev libz-dev pkg-config
Compile and test everything:
mkdir build
cd build
cmake .. -GNinja -DCMAKE_C_COMPILER=clang -DCMAKE_CXX_COMPILER=clang++ -DCMAKE_BUILD_TYPE=Debug
ninja check
Clang is only needed for libFuzzer integration.
By default, the system-installed version of
protobuf is used. However, on some
systems, the system version is too old. You can passLIB_PROTO_MUTATOR_DOWNLOAD_PROTOBUF=ON to cmake to automatically download and
build a working version of protobuf.
To use libprotobuf-mutator simply include
mutator.h and
mutator.cc into your build files.
The ProtobufMutator class implements mutations of the protobuf
tree structure and mutations of individual fields.
The field mutation logic is very basic --
for better results you should override the ProtobufMutator::Mutate*
methods with more sophisticated logic, e.g.
using libFuzzer's mutators.
To apply one mutation to a protobuf object do the following:
class MyProtobufMutator : public protobuf_mutator::Mutator {
public:
MyProtobufMutator(uint32_t seed) : protobuf_mutator::Mutator(seed) {}
// Optionally redefine the Mutate* methods to perform more sophisticated mutations.
}
void Mutate(MyMessage* message) {
MyProtobufMutator mutator(my_random_seed);
mutator.Mutate(message, 200);
}
See also the ProtobufMutatorMessagesTest.UsageExample test from
mutator_test.cc.
LibFuzzerProtobufMutator can help to integrate with libFuzzer. For example
#include "src/libfuzzer/libfuzzer_macro.h"
DEFINE_PROTO_FUZZER(const MyMessageType& input) {
// Code which needs to be fuzzed.
ConsumeMyMessageType(input);
}
Please see libfuzzer_example.cc as an example.
"proto2" and "proto3" handle invalid UTF-8 strings differently. In both cases
string should be UTF-8, however only "proto3" enforces that. So if fuzzer is
applied to "proto2" type libprotobuf-mutator will generate any strings including
invalid UTF-8. If it's a "proto3" message type, only valid UTF-8 will be used.