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Salah Ghamizi

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PowerFlowMultiNet: Multigraph Neural Networks for Unbalanced Three-Phase Distribution Systems

Mar 12, 2024
Salah Ghamizi, Jun Cao, Aoxiang Ma, Pedro Rodriguez

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Constrained Adaptive Attacks: Realistic Evaluation of Adversarial Examples and Robust Training of Deep Neural Networks for Tabular Data

Nov 08, 2023
Thibault Simonetto, Salah Ghamizi, Antoine Desjardins, Maxime Cordy, Yves Le Traon

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Hazards in Deep Learning Testing: Prevalence, Impact and Recommendations

Sep 11, 2023
Salah Ghamizi, Maxime Cordy, Yuejun Guo, Mike Papadakis, And Yves Le Traon

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How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks

May 24, 2023
Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy

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GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks

Feb 06, 2023
Salah Ghamizi, Jingfeng Zhang, Maxime Cordy, Mike Papadakis, Masashi Sugiyama, Yves Le Traon

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On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices

Dec 15, 2022
Salah Ghamizi, Maxime Cordy, Michail Papadakis, Yves Le Traon

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

Feb 07, 2022
Salijona Dyrmishi, Salah Ghamizi, Thibault Simonetto, Yves Le Traon, Maxime Cordy

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

Dec 02, 2021
Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon

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Adversarial Robustness in Multi-Task Learning: Promises and Illusions

Oct 26, 2021
Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon

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