Robust Autoencoder-based State Estimation in Power Systems. - Marine Picot; Francisco Javier Messina; Fabrice Labeau; Pablo Piantanida (ISGT, 2022)

MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors. - Federica Granese; Marine Picot; Marco Romanelli 002; Francesco Messina; Pablo Piantanida (ECML/PKDD (3), 2022)

MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors. - Federica Granese; Marine Picot; Marco Romanelli 002; Francisco Messina; Pablo Piantanida (CoRR, 2022)

Toward Stronger Textual Attack Detectors. - Pierre Colombo; Marine Picot; Nathan Noiry; Guillaume Staerman; Pablo Piantanida (EMNLP (Findings), 2023)

A Halfspace-Mass Depth-Based Method for Adversarial Attack Detection. - Marine Picot; Federica Granese; Guillaume Staerman; Marco Romanelli 002; Francisco Messina; Pablo Piantanida; Pierre Colombo (Trans. Mach. Learn. Res., 2023)

Protecting Deep Learning Systems Against Attack: Enhancing Adversarial Robustness and Detection. (Protéger les systèmes de deep learning face aux attaques: améliorer la robustesse adversaire et la détection). - Marine Picot (2023)

Adversarial Robustness Via Fisher-Rao Regularization. - Marine Picot; Francisco Messina; Malik Boudiaf; Fabrice Labeau; Ismail Ben Ayed; Pablo Piantanida (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation. - Anas Himmi; Guillaume Staerman; Marine Picot; Pierre Colombo; Nuno Miguel Guerreiro (EMNLP, 2024)