Boundary-Seeking GAN-Augmented TabTransformer for Adversarially Robust Intrusion Detection

Raihan Sultan Pasha Basuki, Aliyah Kurniasih

Machine learning-based intrusion detection systems (IDSs) often suffer from class imbalance and vulnerability to adversarial attacks, leading to degraded detection performance and…