Kamalakkannan Somasundaram

Graph-guided contrastive transformer architecture for robust and explainable network intrusion detection

Intrusion detection systems (IDS) are very instrumental in protecting contemporary network infrastructures against the ever-advancing cyberattacks. Conventional signature-based and machine learning-enabled IDS solutions frequently have difficulty when it comes to high false-positive rates, inability to flexibly adapt t...