2 papers
cs.SE2026
Code Fingerprints: Disentangled Attribution of LLM-Generated Code
Jiaxun Guo, Ziyuan Yang, Mengyu Sun +3
The rapid adoption of Large Language Models (LLMs) has transformed modern software development by enabling automated code generation at scale. While these systems improve productiv…
cs.SE2026
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…