IEEE

FSL-IDS: Federated Semi-Supervised Learning Intrusion Detection System for In-Vehicle Networks

Abstract: Intelligent in-vehicle networks (IVNs) are increasingly exposed to complex security threats. Traditional supervised deep learning methods depend heavily on extensive labeled datasets, ...
IEEE

Fed-CALiBER: Federated Lightweight BERT Intrusion Detection on CAN Bus Protocol in ...

Abstract: Recent advancements in autonomous vehicle (AV) technology have highlighted critical cybersecurity vulnerabilities within In-Vehicle Networks (IVNs), particularly the Controller Area Network ...