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Yi Qian

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Open access 2026

A Unified Federated Framework for Trust Management and Privacy-Preserving Anomaly Detection in Zero Trust Edge Networks

A federated trust modeling framework that integrates multimodal anomaly detection, Byzantine-resilient federated learning with $(\epsilon,\delta)$-differential privacy (DP), and context-aware zero trust architecture decision-making that supports deployability studies for large-scale IoT and Artificial Intelligence of T...

Sheng-Jie Xu, Yi Qian · 0 citations

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