code behavior graphs 1dynamic analysis 1llm reasoning 1malicious npm packages 1static analysis 1supply chain security 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.SE2026
ProfMalPlus: Agent-Coordinated Detection of Malicious NPM Packages via Static-Dynamic Analysis Synergy
Yiheng Huang, Zhijia Zhao, Bihuan Chen +6
The paper presents ProfMalPlus, a system that detects malicious NPM packages by combining object-sensitive behavior graphs with coordinated large language model reasoning over stat…
cs.OS2026
A Survey of Fuzzing Open-Source Operating Systems
Kun Hu, Qicai Chen, Wenzhuo Zhang +7
Vulnerabilities in open-source operating systems (OSs) pose substantial security risks to software systems, making their detection crucial. While fuzzing has been an effective vuln…