#federated learning
Sep 2026
Federated temporal-aware lightweight intrusion detection system for CAN-based in-vehicle networks: A hybrid deep learning and privacy-preserving framework
A Federated Temporal-Aware Lightweight IDS (FTL-IDS) that co-designs multi-domain CAN feature extraction, an LSTM–Transformer temporal encoder, 8-bit quantization-aware training (QAT), and federated learning (FL).
Hamed Alqahtani, Gulshan Kumar
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