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cs.CR2025
Language of Network: A Generative Pre-trained Model for Encrypted Traffic Comprehension
Di Zhao, Bo Jiang, Song Liu +5
The increasing demand for privacy protection and security considerations leads to a significant rise in the proportion of encrypted network traffic. Since traffic content becomes u…
cs.CR2024
FG-SAT: Efficient Flow Graph for Encrypted Traffic Classification under Environment Shifts
Susu Cui, Xueying Han, Dongqi Han +6
Encrypted traffic classification plays a critical role in network security and management. Currently, mining deep patterns from side-channel contents and plaintext fields through n…
cs.CR2024★ 1 cited
Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors
Hangsheng Zhang, Dongqi Han, Yinlong Liu +5
espite being widely used in network intrusion detection systems (NIDSs), machine learning (ML) has proven to be highly vulnerable to adversarial attacks. White-box and black-box ad…