Area of research
Computer Networks and Communications · Artificial Intelligence
Research interest
Research focused on Traffic classification and Troubleshooting, with related work in Intrusion detection system, Anomaly detection, Encryption. Notable publications include 'BFCN: A Novel Classification Method of Encrypted Traffic Based on BERT and CNN', 'TGA: A Novel Network Intrusion Detection Method Based on TCN, BiGRU and Attention Mechanism', and 'TSFN: A Novel Malicious Traffic Classification Method Using BERT and LSTM'.
BFCN: A Novel Classification Method of Encrypted Traffic Based on BERT and CNN
TGA: A Novel Network Intrusion Detection Method Based on TCN, BiGRU and Attention Mechanism
TSFN: A Novel Malicious Traffic Classification Method Using BERT and LSTM
CLDTLog: System Log Anomaly Detection Method Based on Contrastive Learning and Dual Objective Tasks