NEUZZ: neural network assisted fuzzer

Source: https://github.com/Dongdongshe/neuzz

Current Version: 2c71795
More Versions: tensorflow 1.14.0, python 3.5.2
Last Update: 2019/09

Usage

You may follow this official REAMDE

docker run -it -w /data -v `pwd`/output:/data zjuchenyuan/neuzz /bin/bash
# in the container
cp -r /neuzz/programs/readelf/* ./
cp /neuzz/neuzz /neuzz/nn.py /neuzz/afl-showmap ./
python3 nn.py ./readelf -a &
./neuzz -i neuzz_in -o seeds -l `ls -lS neuzz_in|head -n 2|tail -n 1|awk '{print $5}'` ./readelf -a @@

Paper

IEEE S&P 2019 NEUZZ: Efficient Fuzzing with Neural Program Smoothing PDF