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Salah Ghamizi
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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
502020
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
232020
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 International Conference on Computer Vision 2021 - AROW, 2021
21*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
18*2019
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
152022
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
112022
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
112022
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
52020
Re-typograph phase I: a proof-of-concept for typeface parameter extraction from historical documents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
32015
Pandemic simulation and forecasting of exit strategies: Convergence of machine learning and epidemiologicalmodels
S Ghamizi, R Rwemalika, M Cordy, Y Le Traon, M Papadakis
University of Luxembourg, 2020
22020
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
12023
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
12023
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
1*2023
Constrained Adaptive Attacks: Realistic Evaluation of Adversarial Examples and Robust Training of Deep Neural Networks for Tabular Data
T Simonetto, S Ghamizi, A Desjardins, M Cordy, YL Traon
arXiv preprint arXiv:2311.04503, 2023
2023
Hazards in Deep Learning Testing: Prevalence, Impact and Recommendations
S Ghamizi, M Cordy, Y Guo, M Papadakis
arXiv preprint arXiv:2309.05381, 2023
2023
Multi-objective Robust Machine Learning For Critical Systems With Scarce Data
S Ghamizi
University of Luxembourg, Luxembourg, 2022
2022
Towards Generalizable Machine Learning for Chest X-ray Diagnosis with Multi-task learning
S Ghamizi, B Garcia Santa Cruz, P Temple, M Cordy, G Perrouin, ...
2022
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