Kaifeng Huang

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Publication activitypapers/week, last 8 weeks

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Red-Teaming & Adversarial Robustness (1)Tool Use & Agents (1)

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Yang Shi (1)Jiaheng Fu (1)Yiheng Huang (1)Yihe Huang (1)

Papers (1)

Jul 8, 2026

Yang Shi +75d ago·also Tongji

Mitigating Taint-Style Vulnerabilities in MCP Servers via Security-Aware Tool Descriptions

Taint-style vulnerabilities in MCP servers are not only common but also require innovative mitigation strategies like SPELLSMITH, which outperforms conventional fixes.

Yang Shi, Jiaheng Fu, Yiheng Huang +5

Red-Teaming & Adversarial Robustness Tool Use & Agents

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Kaifeng Huang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)