Pol Labarbarie

According to our database, Pol Labarbarie authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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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

PhD thesis, 2024

Optimal transport based adversarial patch to leverage large scale attack transferability.

Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022

Carpet-bombing patch: attacking a deep network without usual requirements.

Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi

CoRR, 2022

Riemannian data-dependent randomized smoothing for neural networks certification.

Pol Labarbarie, Hatem Hajri, Marc Arnaudon

CoRR, 2022

Benchmarking and deeper analysis of adversarial patch attack on object detectors.

Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), 2022