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School of Computer Science & Technology, Beijing Jiaotong University
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FedSEPT achieves superior local adaptation without sacrificing global generalization, even under stringent privacy conditions.
Current identity management systems fail for AI agents, but AgentDID offers a scalable, decentralized solution that lets agents manage their own identities and prove their state at interaction time.