Minghui Sun

BAsyncFed-IDS: A buffered asynchronous federated learning-based intrusion detection system for in-vehicle networks

The Controller Area Network (CAN) is highly susceptible to malicious attacks due to its lack of encryption and authentication mechanisms, leading to the necessity of intrusion detection systems (IDS). However, centralized data processing not only incurs high storage costs and bandwidth overhead but also aggravates priv...