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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Assistant Professor Xiyang Hu

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: Can We Trust GenAI Recommendations? Unpacking Adversarial Vulnerabilities in LLM/VLM Ranking Systems

This talk presents a comprehensive analysis of vulnerabilities in modern generative rankers, ranging from atomic attacks to ecosystem-level dynamics, and model the search ecosystem as a game-theoretic dilemma, revealing a "Paradox of Defense" where standard countermeasures may inadvertently incentivize an arms race bet...

Assistant Professor Xiyang Hu · 0 citations

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