25 citations · 26 across the 6 of their papers we have counts for
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cs.CR2026
Mitigating Taint-Style Vulnerabilities in MCP Servers via Security-Aware Tool Descriptions
Yang Shi, Jiaheng Fu, Yihe Huang +3
Large language models (LLMs) are increasingly deployed as autonomous agents that interact with external tools and services via the Model Context Protocol (MCP), a standardized inte…
cs.CR2026
From Component Manipulation to System Compromise: Understanding and Detecting Malicious MCP Servers
Yiheng Huang, Zhijia Zhao, Bihuan Chen +5
The model context protocol (MCP) standardizes how LLMs connect to external tools and data sources, enabling faster integration but introducing new attack vectors. Despite the growi…
cs.CR2023★ 25 cited
Killing Two Birds with One Stone: Malicious Package Detection in NPM and PyPI using a Single Model of Malicious Behavior Sequence
Junan Zhang, Kaifeng Huang, Yiheng Huang +4
Open-source software (OSS) supply chain enlarges the attack surface, which makes package registries attractive targets for attacks. Recently, package registries NPM and PyPI have b…