FuzzGuard: Filtering out Unreachable Inputs in Directed Grey-box Fuzzing through Deep Learning.
Peiyuan Zong, Tao Lv, Dawei Wang, Zizhuang Deng, Ruigang Liang, Kai Chen
2020USENIX Security Symposium48 citations
Topics & Concepts
Fuzz testingComputer scienceArtificial intelligenceMachine learningOperating systemSoftwareAdvanced Malware Detection TechniquesMachine Learning and Data ClassificationSoftware Testing and Debugging Techniques