Pascale Gourdeau | DeepAI

DeepAI

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Featured Co-authors

Marta Kwiatkowska
51 publications
James Worrell
37 publications
Varun Kanade
27 publications

research

∙ 08/23/2023

Sample Complexity of Robust Learning against Evasion Attacks

It is becoming increasingly important to understand the vulnerability of...

0 Pascale Gourdeau, et al. ∙

research

∙ 10/12/2022

When are Local Queries Useful for Robust Learning?

Distributional assumptions have been shown to be necessary for the robus...

0 Pascale Gourdeau, et al. ∙

research

∙ 05/12/2022

Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks

A fundamental problem in adversarial machine learning is to quantify how...

0 Pascale Gourdeau, et al. ∙

research

∙ 09/12/2019

On the Hardness of Robust Classification

It is becoming increasingly important to understand the vulnerability of...

0 Pascale Gourdeau, et al. ∙