3.1 KiB
Fuzz testing
Each parser of the library (JSON, BJData, BSON, CBOR, MessagePack, and UBJSON) can be fuzz tested. Currently, libFuzzer and afl++ are supported.
Corpus creation
For most effective fuzzing, a corpus should be provided. A corpus is a directory with some simple input files that cover several features of the parser and is hence a good starting point for mutations.
TEST_DATA_VERSION=3.1.0
wget https://github.com/nlohmann/json_test_data/archive/refs/tags/v$TEST_DATA_VERSION.zip
unzip v$TEST_DATA_VERSION.zip
rm v$TEST_DATA_VERSION.zip
for FORMAT in json bjdata bson cbor msgpack ubjson
do
rm -fr corpus_$FORMAT
mkdir corpus_$FORMAT
find json_test_data-$TEST_DATA_VERSION -size -5k -name "*.$FORMAT" -exec cp "{}" "corpus_$FORMAT" \;
done
rm -fr json_test_data-$TEST_DATA_VERSION
The generated corpus can be used with both libFuzzer and afl++. The remainder of this documentation assumes the corpus
directories have been created in the tests
directory.
libFuzzer
To use libFuzzer, you need to pass -fsanitize=fuzzer
as FUZZER_ENGINE
. In the tests
directory, call
make fuzzers FUZZER_ENGINE="-fsanitize=fuzzer"
This creates a fuzz tester binary for each parser that supports these command line options.
In case your default compiler is not a Clang compiler that includes libFuzzer (Clang 6.0 or later), you need to set the
CXX
variable accordingly. Note the compiler provided by Xcode (AppleClang) does not contain libFuzzer. Please install
Clang via Homebrew calling brew install llvm
and add CXX=$(brew --prefix llvm)/bin/clang
to the make
call:
make fuzzers FUZZER_ENGINE="-fsanitize=fuzzer" CXX=$(brew --prefix llvm)/bin/clang
Then pass the corpus directory as command-line argument (assuming it is located in tests
):
./parse_cbor_fuzzer corpus_cbor
The fuzzer should be able to run indefinitely without crashing. In case of a crash, the tested input is dumped into
a file starting with crash-
.
afl++
To use afl++, you need to pass -fsanitize=fuzzer
as FUZZER_ENGINE
. It will be replaced by a libAFLDriver.a
to
re-use the same code written for libFuzzer with afl++. Furthermore, set afl-clang-fast++
as compiler.
CXX=afl-clang-fast++ make fuzzers FUZZER_ENGINE="-fsanitize=fuzzer"
Then the fuzzer is called like this in the tests
directory:
afl-fuzz -i corpus_cbor -o out -- ./parse_cbor_fuzzer
The fuzzer should be able to run indefinitely without crashing. In case of a crash, the tested input is written to the
directory out
.
OSS-Fuzz
The library is further fuzz-tested 24/7 by Google's OSS-Fuzz project. It uses
the same fuzzers
target as above and also relies on the FUZZER_ENGINE
variable. See the used
build script for more information.
In case the build at OSS-Fuzz fails, an issue will be created automatically.