| Data-driven simulation and optimization for Covid-19 exit strategies S Ghamizi, R Rwemalika, M Cordy, L Veiber, TF Bissyandé, M Papadakis, ... Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 68 | 2020 |
| A unified framework for adversarial attack and defense in constrained feature space T Simonetto, S Dyrmishi, S Ghamizi, M Cordy, YL Traon Proceedings of the Thirty-First International Joint Conference on Artificial …, 2022 | 39 | 2022 |
| Search-based adversarial testing and improvement of constrained credit scoring systems S Ghamizi, M Cordy, M Gubri, M Papadakis, A Boystov, Y Le Traon, ... Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020 | 37 | 2020 |
| Adversarial robustness in multi-task learning: Promises and illusions S Ghamizi, M Cordy, M Papadakis, Y Le Traon Proceedings of the AAAI Conference on Artificial Intelligence 36 (1), 697-705, 2022 | 36 | 2022 |
| How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks S Dyrmishi, S Ghamizi, M Cordy Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 30 | 2023 |
| On the empirical effectiveness of unrealistic adversarial hardening against realistic adversarial attacks S Dyrmishi, S Ghamizi, T Simonetto, YL Traon, M Cordy 2023 IEEE Symposium on Security and Privacy (SP), 1384-1400, 2022 | 30 | 2022 |
| Evasion attack steganography: Turning vulnerability of machine learning to adversarial attacks into a real-world application S Ghamizi, M Cordy, M Papadakis, Y Le Traon Proceedings of the IEEE/CVF International conference on computer vision, 31-40, 2021 | 27 | 2021 |
| Automated search for configurations of convolutional neural network architectures S Ghamizi, M Cordy, M Papadakis, YL Traon Proceedings of the 23rd International Systems and Software Product Line …, 2019 | 27 | 2019 |
| Adversarial Embedding: A robust and elusive Steganography and Watermarking technique S Ghamizi, M Cordy, M Papadakis, YL Traon arXiv preprint arXiv:1912.01487, 2019 | 16 | 2019 |
| OPF-HGNN: Generalizable Heterogeneous Graph Neural Networks for AC Optimal Power Flow S Ghamizi, A Ma, J Cao, P Rodriguez Cortes 2024 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2024 | 15 | 2024 |
| Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data T Simonetto, S Ghamizi, M Cordy Advances in Neural Information Processing Systems 37, 27817--27849, 2024 | 15* | 2024 |
| Tabularbench: Benchmarking adversarial robustness for tabular deep learning in real-world use-cases T Simonetto, S Ghamizi, M Cordy Advances in Neural Information Processing Systems 37, 78394-78430, 2024 | 10 | 2024 |
| Safepowergraph: Safety-aware evaluation of graph neural networks for transmission power grids S Ghamizi, A Bojchevski, A Ma, J Cao arXiv preprint arXiv:2407.12421, 2024 | 10 | 2024 |
| Gat: guided adversarial training with pareto-optimal auxiliary tasks S Ghamizi, J Zhang, M Cordy, M Papadakis, M Sugiyama, Y Le Traon International Conference on Machine Learning, 11255-11282, 2023 | 8 | 2023 |
| On Evaluating Adversarial Robustness of Chest X-ray Classification S Ghamizi, M Cordy, M Papadakis, Y Le Traon Proceedings of the Workshop on Artificial Intelligence Safety 2023 3381, 2023 | 7* | 2023 |
| FeatureNET: diversity-driven generation of deep learning models S Ghamizi, M Cordy, M Papadakis, YL Traon Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020 | 7 | 2020 |
| SafePowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization with Large Language Models F Bernier, J Cao, M Cordy, S Ghamizi arXiv preprint arXiv:2501.07639, 2025 | 6 | 2025 |
| PowerGraph-LLM: Novel Power Grid Graph Embedding and Optimization With Large Language Models F Bernier, J Cao, M Cordy, S Ghamizi IEEE Transactions on Power Systems, 2025 | 4 | 2025 |
| PowerFlowMultiNet: Multigraph Neural Networks for Unbalanced Three-Phase Distribution Systems S Ghamizi, J Cao, A Ma, P Rodriguez Cortes IEEE Transactions on Power Systems, 2024 | 4 | 2024 |
| Re-typograph phase I: A proof-of-concept for typeface parameter extraction from historical documents B Lamiroy, T Bouville, J Blégean, H Cao, S Ghamizi, R Houpin, M Lloyd Document Recognition and Retrieval XXII 9402, 80-91, 2015 | 4 | 2015 |
