FedSecureFormer: A Fast, Federated and Secure Transformer Framework for Lightweight Intrusion Detection in Connected and Autonomous Vehicles
About
This works presents an encoder-only transformer built with minimum layers for intrusion detection in the domain of Connected and Autonomous Vehicles using Federated Learning.
Devika S, Vishnu Hari, Pratik Narang, Tejasvi Alladi, F. Richard Yu• 2025
Related benchmarks
| Task | Dataset | Result | Rank | |
|---|---|---|---|---|
| Attack Detection | VeReMi Extension | Recall (A(1))95.14 | 5 |
Showing 1 of 1 rows