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cs.CR2026
What Makes a Good LLM Agent for Real-world Penetration Testing?
Gelei Deng, Yi Liu, Yuekang Li +5
LLM-based agents show promise for automating penetration testing, yet reported performance varies widely across systems and benchmarks. We analyze 28 LLM-based penetration testing…
cs.CR2025
Prompt to Pwn: Automated Exploit Generation for Smart Contracts
ZeKe Xiao, Qin Wang, Yuekang Li +1
Smart contracts are important for digital finance, yet they are hard to patch once deployed. Prior work has mainly explored LLMs for smart contract vulnerability detection, leaving…