IEEE

Efficient Intrusion Detection for In-Vehicle Networks Using Knowledge Distillation From BERT to CNN-BiLSTM

Abstract: Under the development of intelligent transportation systems, In-Vehicle Networks (IVNs) serve as a critical channel for both internal and external communications. However, the inherent ...
IEEE

Car-Following Speed Prediction and Anomaly Detection for Mixed Traffic Flow of Autonomous Vehicle Based on Attention LSTM–Transformer

Abstract: In an autonomous vehicle-mixed traffic flow (AV-MTF) environment, accurately predicting vehicle speeds is essential for vehicle and traffic operation and management. However, existing ...