Probabilistic Path Prioritization for Hybrid Fuzzing
IEEE Transactions on Dependable and Secure Computing(2022)
摘要
Hybrid fuzzing that combines fuzzing and concolic execution has become an advanced technique for software vulnerability detection. Based on the observation that fuzzing and concolic execution are complementary in nature, state-of-the-art hybrid fuzzing systems deploy “optimal concolic testing” and “demand launch” strategies. Although these ideas sound intriguing, we point out several fundamental l...
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关键词
Fuzzing,Testing,Throughput,Probabilistic logic,Prototypes,Estimation,Monte Carlo methods
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