As more users ask AI systems for information, AI-search platforms are becoming a common gateway to web information. Unlike traditional search, which maps keywords to ranked pages, AI search retrieves pages, filters sources, selects citations, and generates answers before users see sources. This selection layer may ampl...
Qi Liu, Geng Hong, Xin-Yan Zhang et al.· 0 citations
This work provides a comprehensive study of web-based MSSO deployment and security implications, and designs a hierarchical detection framework using passive DNS correlations and URL reconstruction from search data to identify MSSO-enabled websites.
Jia-Sheng Huang, Ming-Xuan Liu, Pei Chen et al.· 0 citations
This study revisits how MCP security is measured and presents MCPZoo, the largest collection of MCP servers for dynamic analysis to date, and conducts the first ecosystem-scale measurement of MCP servers and the scanners that analyze them.
Pei Chen, Baichao An, Mengying Wu et al.· arXiv.org· 6 citations
Results show that evidence-grounded detection can assess both execution-related and semantic risks in MCP interactions, and compared with existing dynamic scanners, FlowGuard reduces end-to-end latency by up to 2.23x.
Baichao An, Pei Chen, Geng Hong et al.· arXiv.org· 0 citations
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