Simonetto, Thibault

4 publications

NeurIPS 2024 Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data Thibault Simonetto, Salah Ghamizi, Maxime Cordy

NeurIPS 2024 TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-World Use-Cases Thibault Simonetto, Salah Ghamizi, Maxime Cordy

ICMLW 2024 Towards Adaptive Attacks on Constrained Tabular Machine Learning Thibault Simonetto, Salah Ghamizi, Maxime Cordy

IJCAI 2022 A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon