Open access
Jul 2026
Federated deep learning for distributed intrusion detection and privacy preservation in power networks.
A federated deep learning framework that offers a deployable path toward collaborative intrusion detection across regional grid operators without compromising data sovereignty and pushes the privacy-utility frontier outward without saturating cryptographic cost.
Lin Chen, Zhuo Tang, Yiwei Yang et al.
· Scientific Reports · 0 citations