AMSFuzz: An adaptive mutation schedule for fuzzing

作者：

Highlights：

• Mutation operators and mutation regions affect the performance of fuzzing.

• Adaptive mutation operator schedule and seed slicing mechanism are proposed.

• The proposed methods have better performance in path discovery and bug detection.

摘要

•Mutation operators and mutation regions affect the performance of fuzzing.•Adaptive mutation operator schedule and seed slicing mechanism are proposed.•The proposed methods have better performance in path discovery and bug detection.

论文关键词：Fuzzing,Schedule,Multi-armed bandit problem,Path discovery,Bug detection,Vulnerability

论文评审过程：Received 24 October 2021, Revised 26 May 2022, Accepted 9 July 2022, Available online 16 July 2022, Version of Record 23 July 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118162