Author

Yang-Yang Geng

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#small language model Open access Sep 2026

Pwnagent: a knowledge-guided multi-agent system for automatic exploit generation

PwnAgent, an LLM-driven multi-agent framework for end-to-end exploit generation that combines offensive domain knowledge with active runtime introspection, is presented and paired results indicate that structured knowledge guidance, execution-grounded measurement, and feedback repair improve LLM-based exploit generatio...

Chao-Jie Wei, Yang-Yang Geng, Yun-Feng Wang et al. · Cybersecurity · 0 citations

2026

ASFuzz: Detecting Linux Kernel Asynchronous Concurrency Bugs via Asynchronous Shadow Fuzzing

Concurrency bugs arising from asynchronous-synchronous interactions pose a serious and underexplored threat to OS kernel security. Conventional detection methods often fail to capture the delayed triggering nature of asynchronous tasks and their semantic relationships with synchronous execution contexts, limiting their...

Jianzhou Zhao, Yang-Yang Geng, Jing-Yi Wang et al. · IEEE Transactions on Informa... · 0 citations