2026

Articles de conférence

J. Roy and E. A. Balde, “Toward Context-Aware Alert Classification in Security Operations Centers Using LLMs,” in 2026 IEEE 5th International Conference on AI in Cybersecurity (ICAIC), 2026, pp. 1–10. doi: 10.1109/ICAIC67076.2026.11395735

J. Roy, L. Rashdan, and F. Jaafar, “Ontology-Based Automated Security Analysis for AI Systems and Applications,” in Companion Proceedings of the ACM Web Conference 2026, in WWW Companion ’26. New York, NY, USA: Association for Computing Machinery, 2026, pp. 291–294. doi: 10.1145/3774905.3795470.

L. G. Taklai, J. Roy, S. Hallé, and F. Jaafar, “Trustworthy Machine Learning Across the Lifecycle: A Synthesis of Current Methods,” VERIFAI-26 Conference on the Interplay between Artificial Intelligence and Software Verification, Villebrumier, France, 2026. Submitted

Articles de revue

L. G. Taklai, J. Roy, S. Hallé, and F. Jaafar, “Trustworthy Machine Learning Across the Lifecycle: A Survey of Verification and Validation Methods,” ACM Comput Surveys. Submitted

Livre

DataFranca, Les 101 mots de la cybersécurité. DataFranca, 2026. ISBN: 978-2-9821133-4-3.