1 citations · 1 across the 7 of their papers we have counts for
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Program Analysis Guided LLM Agent for Proof-of-Concept Generation
Achintya Desai, Md Shafiuzzaman, Wenbo Guo +1
Software developers frequently receive vulnerability reports that require them to reproduce the vulnerability in a reliable manner by generating a proof-of-concept (PoC) input that…
How Effective Are NPM Malicious Package Detectors? A Large-Scale Empirical Study
Wenbo Guo, Zhongwen Chen, Zhengzi Xu +7
The NPM ecosystem faces escalating threats from malicious packages that exploit its open publication model. While numerous detection tools have been proposed, they are evaluated on…
Latent Reuse in Agent Skills: Multi-modal Clone Detection at Ecosystem Scale
Jiaying Zhu, Lyuye Zhang, Wenbo Guo +1
An agent skill is a reusable package for extending an LLM agent, typically a SKILL.md file that combines YAML metadata, natural-language instructions, and executable code. Public r…
Bridging Expert Reasoning and LLM Detection: A Knowledge-Driven Framework for Malicious Packages
Wenbo Guo, Shiwen Song, Jiaxun Guo +5
Open-source ecosystems such as NPM and PyPI are increasingly targeted by supply chain attacks, yet existing detection methods either depend on fragile handcrafted rules or data-dri…
Evolaris: A Roadmap to Self-Evolving Software Intelligence Management
Chengwei Liu, Wenbo Guo, Yuxin Zhang +4
In recent years, the landscape of software threats has become significantly more dynamic and distributed. Security vulnerabilities are no longer discovered and shared only through…