Zhi-Ying Sun

PMDC: A Prior Knowledge Constrained Multimodal Method for Encrypted Malicious Traffic Detection Integrating DifficultyAwareness and Confusion Rectification

Encrypted network traffic is increasingly exploited for covert malicious activities, complicating detection. Current approaches often rely on closed box models that make limited use of domain knowledge and struggle to distinguish similar malware families, leading to performance degradation under evolving traffic distri...