Extrapolating Coverage Rate in Greybox Fuzzing

A fuzzer can literally run forever. However, as more resources are spent, the coverage rate continuously drops, and the utility of the fuzzer declines. To tackle this coverage-resource tradeoff, we could introduce a policy to stop a campaign whenever the coverage rate drops below a certain threshold...

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Veröffentlicht in:	Proceedings / International Conference on Software Engineering S. 1623 - 1634
Hauptverfasser:	Liyanage, Danushka, Lee, Seongmin, Tantithamthavorn, Chakkrit, Bohme, Marcel
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	ACM 14.04.2024
Schlagworte:	adaptive bias Benchmark testing Closed box coverage rate Extrapolation Fuzzing greybox fuzzing Software engineering statistical method
ISSN:	1558-1225
Online-Zugang:	Volltext
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