ZTaint-Havoc piggybacks black-box taint inference onto AFL++ havoc mutations, then biases later mutations toward the inferred hot bytes, raising average edge coverage by 2.97% on FuzzBench and 6.12% on UniBench in 24-hour runs.
Evaluation report of aflpp on the Fuzzbench dataset
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ZTaint-Havoc: From Havoc Mode to Zero-Execution Fuzzing-Driven Taint Inference
ZTaint-Havoc piggybacks black-box taint inference onto AFL++ havoc mutations, then biases later mutations toward the inferred hot bytes, raising average edge coverage by 2.97% on FuzzBench and 6.12% on UniBench in 24-hour runs.