Fan Zhang

GraphWave: A Dynamic Context-Adaptive Multimodal Feature Fusion Framework for Threat Detection

Accurate network traffic classification is critical for defending against evolving cyber threats. However, mainstream methods relying solely on intra-flow features fail to distinguish malicious traffic with highly similar legitimate patterns, lacking contextual modeling and robustness to adversarial evasion. To address...