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

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

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

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

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