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FOX: Coverage-guided Fuzzing as Online Stochastic Control

FOX: Coverage-guided Fuzzing as Online Stochastic Control

Fuzzing is an effective technique for discovering software vulnerabilities by generating random test inputs and executing them against the target program. However, fuzzing large and complex programs remains challenging due to difficulties in uncovering deeply hidden vulnerabilities. This paper addresses the limitations of existing coverage-guided fuzzers, focusing on the scheduler …