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Xudong Yang

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Open access Aug 2026

A Three-Stage Federated Distillation Framework for Robust Intrusion Detection in Heterogeneous IoT/Edge Networks

The framework is presented as a bounded, server-assisted robustness-oriented training strategy for heterogeneous IoT/edge intrusion detection, and shows competitive primary performance and stronger robustness in several severe label-skew settings.

Xudong Yang, Zikui Lin, Qiuyan Li et al. · 0 citations

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