Tania-Amanda Nkoyo Fredrick Eneye

Explainability of Feature Relations in Malicious Network Data Based on Graph Attention Network

Reinforcement learning-based intrusion detection systems achieve strong detection performance in unbalanced network traffic, but offer limited insight into which features have played a significant role in driving their decisions. To determine the key network features in detecting malicious packets, this paper presents...