Author

Gulshan Kumar

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#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 · Multimedia tools and applica... · 0 citations