3 papers
cs.CR2026
ProvAgent: Threat Detection Based on Identity-Behavior Binding and Multi-Agent Collaborative Attack Investigation
Wenhao Yan, Ning An, Linxu Li +6
Advanced Persistent Threats (APTs) pose critical challenges to modern cybersecurity due to their multi-stage and stealthy nature. While provenance-based detection approaches show p…
cs.CR2026
Sentient: Detecting APTs Via Capturing Indirect Dependencies and Behavioral Logic
Wenhao Yan, Ning An, Wei Qiao +5
Advanced Persistent Threats (APTs) are difficult to detect due to their complexity and stealthiness. To mitigate such attacks, many approaches model entities and their relationship…
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…