Kiwook Sohn

A Survey of AI-Based Encrypted Traffic Detection: Multi-Level Taxonomy and Structural Analysis of Intent–Behavior–Model Coupling

2026 · Computer Modeling in Engineering & Sciences

With the widespread adoption of encryption protocols, payload-based traffic analysis has become increasingly infeasible, posing significant challenges for intrusion detection systems (IDS). Consequently, AI-based approaches for encrypted traffic analysis have gained substantial attention. However, existing …