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.
· Electronics · 0 citations