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ORCIDYves Le Traon
- > Home > Persons > Yves Le Traon
Publications
- 2024
[i84]Pantelis Dogoulis, Matthieu Jimenez, Salah Ghamizi, Maxime Cordy, Yves Le Traon:
Robustness Analysis of AI Models in Critical Energy Systems. CoRR abs/2406.14361 (2024)- 2023
- [c254]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
On Evaluating Adversarial Robustness of Chest X-ray Classification. SafeAI@AAAI 2023 - [c247]Salah Ghamizi, Jingfeng Zhang, Maxime Cordy, Mike Papadakis, Masashi Sugiyama, Yves Le Traon:
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks. ICML 2023: 11255-11282 - [c240]Salijona Dyrmishi
, Salah Ghamizi, Thibault Simonetto, Yves Le Traon, Maxime Cordy:
On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks. SP 2023: 1384-1400 - [i81]Salah Ghamizi, Jingfeng Zhang, Maxime Cordy, Mike Papadakis, Masashi Sugiyama, Yves Le Traon:
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks. CoRR abs/2302.02907 (2023) - [i70]Salah Ghamizi, Maxime Cordy, Yuejun Guo, Mike Papadakis, Yves Le Traon:
Hazards in Deep Learning Testing: Prevalence, Impact and Recommendations. CoRR abs/2309.05381 (2023) - [i69]Thibault Simonetto, Salah Ghamizi, Antoine Desjardins, Maxime Cordy, Yves Le Traon:
Constrained Adaptive Attacks: Realistic Evaluation of Adversarial Examples and Robust Training of Deep Neural Networks for Tabular Data. CoRR abs/2311.04503 (2023) - 2022
- [c238]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Adversarial Robustness in Multi-Task Learning: Promises and Illusions. AAAI 2022: 697-705 - [c231]Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon:
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space. IJCAI 2022: 1313-1319 - [i68]Salijona Dyrmishi, Salah Ghamizi, Thibault Simonetto, Yves Le Traon, Maxime Cordy:
On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks. CoRR abs/2202.03277 (2022) - [i55]Salah Ghamizi, Maxime Cordy, Michail Papadakis, Yves Le Traon:
On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices. CoRR abs/2212.08130 (2022) - 2021
- [c227]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Evasion Attack STeganography: Turning Vulnerability Of Machine Learning To Adversarial Attacks Into A Real-world Application. ICCVW 2021: 31-40 - [i52]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Adversarial Robustness in Multi-Task Learning: Promises and Illusions. CoRR abs/2110.15053 (2021) - [i49]Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon:
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space. CoRR abs/2112.01156 (2021) - 2020
- [c223]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
FeatureNET: diversity-driven generation of deep learning models. ICSE (Companion Volume) 2020: 41-44 - [c220]Salah Ghamizi, Renaud Rwemalika, Maxime Cordy, Lisa Veiber, Tegawendé F. Bissyandé, Mike Papadakis, Jacques Klein, Yves Le Traon:
Data-driven Simulation and Optimization for Covid-19 Exit Strategies. KDD 2020: 3434-3442 - [c218]Salah Ghamizi, Maxime Cordy, Martin Gubri, Mike Papadakis, Andrey Boytsov, Yves Le Traon, Anne Goujon:
Search-based adversarial testing and improvement of constrained credit scoring systems. ESEC/SIGSOFT FSE 2020: 1089-1100 - [i39]Salah Ghamizi, Renaud Rwemalika, Lisa Veiber, Maxime Cordy, Tegawendé F. Bissyandé, Mike Papadakis, Jacques Klein, Yves Le Traon:
Data-driven Simulation and Optimization for Covid-19 Exit Strategies. CoRR abs/2006.07087 (2020) - 2019
- [c197]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Automated search for configurations of convolutional neural network architectures. SPLC (A) 2019: 21:1-21:12 - [i31]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Automated Search for Configurations of Deep Neural Network Architectures. CoRR abs/1904.04612 (2019) - [i28]Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon:
Adversarial Embedding: A robust and elusive Steganography and Watermarking technique. CoRR abs/1912.01487 (2019)
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