Author

Kabir I. Umar

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#federated learning Oct 2026

PRIVACY-PRESERVING FEDERATED DEEP LEARNING FOR ZERO-DAY ATTACK DETECTION USING HYBRID CNN–LSTM NETWORKS

The expanding deployment of Internet of Things (IoT) and Industrial Internet of Things (IIoT) devices increases exposure to previously unseen cyberattacks, while centralized intrusion-detection training requires network records from different sites to be pooled. This paper presents a federated convolutional long short-...

Hashir Aliyu Mohammed, Kabir I. Umar, Abdulsalam Ya’u Gital · 0 citations