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CAROL: Context-Aware Online Learning for Fuzzer Scheduling

Liu, Zirui et al.
arXiv (All) · Papers
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machine-learningsoftware-engineering
Ensemble fuzzing runs multiple fuzzers on a target while a scheduler allocates CPU time among them. Existing schedulers base these decisions on compact summaries of past performance and rules fixed before a campaign. Our measurements reveal two limitations. First, past-reward summaries do not reliab
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