Thibault Simonetto

A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space

Yves Le Traon, Maxime Cordy, Thibault Simonetto, 2021, IJCAI.

On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks

Yves Le Traon, Maxime Cordy, Thibault Simonetto, 2022, 2023 IEEE Symposium on Security and Privacy (SP).

TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases

Maxime Cordy, Thibault Simonetto, Salah Ghamizi, 2024, 2408.07579.

Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data

Maxime Cordy, Thibault Simonetto, Salah Ghamizi, 2024, ArXiv.