An Encoding Adversarial Network for Anomaly Detection. - Elies Gherbi; Blaise Hanczar; Jean-Christophe Janodet; Witold Klaudel (ACML, 2019)

Deep Learning for In-Vehicle Intrusion Detection System. - Elies Gherbi; Blaise Hanczar; Jean-Christophe Janodet; Witold Klaudel (ICONIP (4), 2020)

Machine learning for intrusion detection systems in autonomous transportation. (Apprentissage automatique pour la détection d'intrusion dans les systèmes du transport intelligent). - Elies Gherbi (2021)

SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models. - Martin Gonzalez; Nelson Fernandez; Thuy Tran; Elies Gherbi; Hatem Hajri; Nader Masmoudi (NeurIPS, 2023)

SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models. - Martin Gonzalez; Nelson Fernández; Thuy Tran; Elies Gherbi; Hatem Hajri; Nader Masmoudi (CoRR, 2023)

A Study of AI-Based In-Vehicle Intrusion Detection Systems. - Elies Gherbi; Hamza Khemissa; Mohammed Lamine Bouchouia; Maxime Ayrault (CCNC, 2024)

Cybersecurity Metrics for AI-Based In-Vehicle Intrusion Detection Systems. - Mohammed Lamine Bouchouia; Hamza Khemissa; Elies Gherbi; Myriam Tami; Duncan Lopes; Natasha Alkhatib; Maxime Ayrault (VNC, 2024)

Poster: Cyber Resiliency Metrics for AI-Based In-Vehicle Intrusion Detection Systems. - Hamza Khemissa; Mohammed Lamine Bouchouia; Elies Gherbi (VNC, 2024)

Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey. - Lucas Schott; Joséphine Delas; Hatem Hajri; Elies Gherbi; Reda Yaich; Nora Boulahia-Cuppens; Frédéric Cuppens; Sylvain Lamprier (CoRR, 2024)

Real-time weather monitoring and desnowification through image purification. - Eliott Py; Elies Gherbi; Nelson Fernandez Pinto; Martin Gonzalez; Hatem Hajri (AI Ethics, 2024)