Rigorous Evaluation of Machine Learning-Based Intrusion Detection Against Adversarial Attacks. - Onat Güngör; Elvin Li; Zhengli Shang; Yutong Guo; Jing Chen; Johnathan Davis; Tajana Rosing (CSR, 2024)

DYNAMITE: Dynamic Defense Selection for Enhancing Machine Learning-Based Intrusion Detection Against Adversarial Attacks. - Jing Chen; Onat Güngör; Zhengli Shang; Elvin Li; Tajana Rosing (SP (Workshops), 2025)

SAFE: Self-Supervised Anomaly Detection Framework for Intrusion Detection. - Elvin Li; Zhengli Shang; Onat Güngör; Tajana Rosing (CoRR, 2025)