Adversarial Robustness via Adversarial Label-Smoothing. - Morgane Goibert; Elvis Dohmatob (CoRR, 2019)

Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications. - Morgane Goibert; Stéphan Clémençon; Ekhine Irurozki; Pavlo Mozharovskyi (AISTATS, 2022)

An Adversarial Robustness Perspective on the Topology of Neural Networks. - Morgane Goibert; Thomas Ricatte; Elvis Dohmatob (CoRR, 2022)

Origins of Low-Dimensional Adversarial Perturbations. - Elvis Dohmatob; Chuan Guo 001; Morgane Goibert (AISTATS, 2023)

Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues. - Morgane Goibert; Clément Calauzènes; Ekhine Irurozki; Stéphan Clémençon (ICML, 2023)

Statistical Understanding of Adversarial Robustness. (Compréhension Statistique de la Robustesse Adversaire). - Morgane Goibert (2023)