> For the complete documentation index, see [llms.txt](https://blog.kaisuping.cn/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://blog.kaisuping.cn/paper-reading/cumulative-reasoning.md).

# Fuzzing

- [PDIFF](https://blog.kaisuping.cn/paper-reading/cumulative-reasoning/pdiff.md)
- [SyzVegas: Beating Kernel Fuzzing Odds with Reinforcement Learning](https://blog.kaisuping.cn/paper-reading/cumulative-reasoning/syzvegas-beating-kernel-fuzzing-odds-with-reinforcement-learning.md)
- [1dFuzz: Reproduce 1-Day Vulnerabilities with Directed Differential Fuzzing](https://blog.kaisuping.cn/paper-reading/cumulative-reasoning/1dfuzz-reproduce-1-day-vulnerabilities-with-directed-differential-fuzzing.md)
- [SyzDirect: Directed Greybox Fuzzing for Linux Kernel](https://blog.kaisuping.cn/paper-reading/cumulative-reasoning/syzdirect-directed-greybox-fuzzing-for-linux-kernel.md)