DeepFuzzer: Accelerated Deep Greybox Fuzzing

Fuzzing is one of the most effective vulnerability detection techniques, widely used in practice. However, the performance of fuzzers may be limited by their inability to pass complicated checks, inappropriate mutation frequency, arbitrary mutation strategy, or the variability of the environment. In this article, we present DeepFuzzer, an enhanced greybox fuzzer with qualified seed generation, bal...