2 papers
cs.SE2026
Automatic, Expressive, and Scalable Fuzzing with Stitching
Harrison Green, Fraser Brown, Claire Le Goues
Fuzzing is a powerful technique for finding bugs in software libraries, but scaling it remains difficult. Automated harness generation commits to fixed API sequences at synthesis t…
cs.CR2025
FrameShift: Learning to Resize Fuzzer Inputs Without Breaking Them
Harrison Green, Claire Le Goues, Fraser Brown
Coverage-guided fuzzers are powerful automated bug-finding tools. They mutate program inputs, observe coverage, and save any input that hits an unexplored path for future mutation.…