Benchmarking and deeper analysis of adversarial patch attack on object detectors. - Pol Labarbarie; Adrien Chan-Hon-Tong; Stéphane Herbin; Milad Leyli-Abadi (AISafety@IJCAI, 2022)

Riemannian data-dependent randomized smoothing for neural networks certification. - Pol Labarbarie; Hatem Hajri; Marc Arnaudon (CoRR, 2022)

Carpet-bombing patch: attacking a deep network without usual requirements. - Pol Labarbarie; Adrien Chan-Hon-Tong; Stéphane Herbin; Milad Leyli-Abadi (CoRR, 2022)

Optimal transport based adversarial patch to leverage large scale attack transferability. - Pol Labarbarie; Adrien Chan-Hon-Tong; Stéphane Herbin; Milad Leyli-Abadi (ICLR, 2024)

Transferable adversarial patches : a potential threat for real-world computer vision algorithms. (Attaques par patch transférables : une menace potentielle pour les algorithmes de vision par ordinateur opérant dans le monde réel). - Pol Labarbarie (2024)