Haïfa NakouriHaïfa Nakouri is a Machine Learning specialist and currently holds the Invited Professor of Computer Science position at the University of Quebec at Chicoutimi (UQAC). She is also an Assistant Professor in Business Computing at the Higher School of Dgital Economy, University of Manouba, Tunisia. Dr. Nakouri obtained her Business Computing Bachelor, M.Sc., and PhD degrees from the Higher Institute of Management, University of Tunis, Tunisia (ISG Tunis) in 2007, 2009, and 2016, respectively. She is associated with the LARODEC laboratory at ISG Tunis and focuses on research topics such as Machine learning, Responsible/Secure AI, Computer Vision, and Image Processing. Her developed expertise in analyzing the vulnerabilities and shortcomings of Machine Learning models and designing solutions to enhance their resilience. Dr. Nakouri is a member of the UQAC Cybersecurity Research Chair, where she collaborates with experts in the field to advance knowledge in learning model security. She is actively involved in various international research projects and collaborations and has published over 25 research papers. Additionally, she has contributed to Program Committees, Organizing Committees, and chaired several reputable international conferences and workshops. Read More Read Less