2 papers
cs.CR2026
Thinking More, Harnessing Better: State Machine Guided Harness Automatic Generation with Project Digestion and Workflow Decomposition
Xing Zhang, Zikang Huang, Gang Yang +9
High-quality fuzz harnesses are essential for effective gray-box fuzzing. While Large Language Models (LLMs) offer promise for automating this task, existing one-turn generation me…
cs.CR2025
ReCopilot: Reverse Engineering Copilot in Binary Analysis
Guoqiang Chen, Huiqi Sun, Daguang Liu +5
Binary analysis plays a pivotal role in security domains such as malware detection and vulnerability discovery, yet it remains labor-intensive and heavily reliant on expert knowled…