FedLiTeCAN : A Federated Lightweight Transformer for Fast and Robust CAN Bus Intrusion Detection

This addresses security issues in vehicle networks, but appears incremental as it adapts existing methods to a specific domain.

The paper tackles the problem of intrusion detection in connected and autonomous vehicles by implementing a lightweight Transformer model, achieving fast and robust performance.