Are general-purpose fuzzing research dead? Our answer is probably no. Check our new fuzzer work FOX.
The awesome fuzzer @aflplusplus is already super-powerful and quite an effective baseline in academics and industry. But there is still room to improve upon. We introduce FOX (CCS 2024), a new general-purpose fuzzer. We formulate the fuzzing as a scholastic online control problem and advance the performance of AFL++ by up to 26.45% in real-world standalone programs and 6.59% in FuzzBench programs. Check our talk at CCS'24
@acm_ccs, fuzzing session 1, Oct 16th, 1:30 PM – 3:00 PM, at Grand Ballroom Salon F.
Paper:
arxiv.org/abs/2406.04517
Code:
github.com/FOX-Fuzz/FOX