cs.CR, cs.LG

AEGIS: Adversarial Entropy-Guided Immune System — Thermodynamic State Space Models for Zero-Day Network Evasion Detection

arXiv:2604.02149v1 Announce Type: cross
Abstract: As TLS 1.3 encryption limits traditional Deep Packet Inspection (DPI), the security community has pivoted to Euclidean Transformer-based classifiers (e.g., ET-BERT) for encrypted traffic analysis. Howe…