ILAB: An Interactive Labelling Strategy for Intrusion Detection. - Anaël Beaugnon; Pierre Chifflier; Francis R. Bach (RAID, 2017)

End-to-End Active Learning for Computer Security Experts. - Anaël Beaugnon; Pierre Chifflier; Francis R. Bach (AAAI Workshops, 2018)

Expert-in-the-Loop Supervised Learning for Computer Security Detection Systems. (Apprentissage supervisé et systèmes de détection : une approche de bout-en-bout impliquant les experts en sécurité). - Anaël Beaugnon (2018)

Labels in a haystack: Approaches beyond supervised learning in biomedical applications. - Artur Yakimovich; Anaël Beaugnon; Yi Huang; Elif Ozkirimli 001 (Patterns, 2021)

Conversational Medical AI: Ready for Practice. - Antoine Lizée; Pierre-Auguste Beaucoté; James Whitbeck; Marion Doumeingts; Anaël Beaugnon; Isabelle Feldhaus (CoRR, 2024)