3 papers
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.CR2023
CBSeq: A Channel-level Behavior Sequence For Encrypted Malware Traffic Detection
Susu Cui, Cong Dong, Meng Shen +3
Machine learning and neural networks have become increasingly popular solutions for encrypted malware traffic detection. They mine and learn complex traffic patterns, enabling dete…