Trustable machine learning for intrusion detection systems. (Apprentissage automatique de confiance pour les systèmes de détection d'intrusion). - Duraz, Robin (2024)

Using CVSS scores can make more informed and more adapted Intrusion Detection Systems. - Duraz, Robin; Espes, David; Francq, Julien; Vaton, Sandrine (J. Univers. Comput. Sci., 2024)

SECL: A Zero-Day Attack Detector and Classifier based on Contrastive Learning and Strong Regularization. - Duraz, Robin; Espes, David; Francq, Julien; Vaton, Sandrine (2024)

Cyber Informedness: A New Metric using CVSS to Increase Trust in Intrusion Detection Systems. - Duraz, Robin; Espes, David; Francq, Julien; Vaton, Sandrine (2023)

Explainability-based Metrics to Help Cyber Operators Find and Correct Misclassified Cyberattacks. - Duraz, Robin; Espes, David; Francq, Julien; Vaton, Sandrine (2023)