Stochastic sparse adversarial attacks. - Manon Césaire; Lucas Schott; Hatem Hajri; Sylvain Lamprier; Patrick Gallinari (ICTAI, 2021)

Improving Robustness of Deep Reinforcement Learning Agents: Environment Attacks based on Critic Networks. - Lucas Schott; Manon Césaire; Hatem Hajri; Sylvain Lamprier (CoRR, 2021)

Improving Robustness of Deep Reinforcement Learning Agents: Environment Attack based on the Critic Network. - Lucas Schott; Hatem Hajri; Sylvain Lamprier (IJCNN, 2022)

Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models. - Faouzi Adjed; Mallek Mziou-Sallami; Frédéric Pelliccia; Mehdi Rezzoug; Lucas Schott; Christophe Bohn; Yesmina Jaâfra (Neural Comput. Appl., 2022)

Neural Adversarial Attacks with Random Noises. - Hatem Hajri; Manon Césaire; Lucas Schott; Sylvain Lamprier; Patrick Gallinari (Int. J. Artif. Intell. Tools, 2023)

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)