Salah Ghamizi

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 27

Top Topics

Learning Models

Historical Documents

Top Venues

ICSE (Companion Volume)

Publications

Pantelis Dogoulis, Matthieu Jimenez, Salah Ghamizi, Maxime Cordy, Yves Le Traon
Robustness Analysis of AI Models in Critical Energy Systems. CoRR (2024)
Thibault Simonetto, Salah Ghamizi, Maxime Cordy
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data. CoRR (2024)
Salah Ghamizi, Jun Cao, Aoxiang Ma, Pedro Rodriguez
PowerFlowMultiNet: Multigraph Neural Networks for Unbalanced Three-Phase Distribution Systems. CoRR (2024)
Salah Ghamizi, Aleksandar Bojchevski, Aoxiang Ma, Jun Cao
SafePowerGraph: Safety-aware Evaluation of Graph Neural Networks for Transmission Power Grids. CoRR (2024)
Salah Ghamizi, Jingfeng Zhang, Maxime Cordy, Mike Papadakis, Masashi Sugiyama, Yves Le Traon
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks. CoRR (2023)
Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy
How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks. CoRR (2023)
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 (2023)
Salah Ghamizi, Jingfeng Zhang, Maxime Cordy, Mike Papadakis, Masashi Sugiyama, Yves Le Traon
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks. ICML (2023)
Salah Ghamizi, Maxime Cordy, Yuejun Guo, Mike Papadakis, Yves Le Traon
Hazards in Deep Learning Testing: Prevalence, Impact and Recommendations. CoRR (2023)
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)
Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy
How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks. ACL (1) (2023)
Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon
On Evaluating Adversarial Robustness of Chest X-ray Classification. SafeAI@AAAI (2023)
Salijona Dyrmishi, Salah Ghamizi, Thibault Simonetto, Yves Le Traon, Maxime Cordy
On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks. CoRR (2022)
Salah Ghamizi, Maxime Cordy, Michail Papadakis, Yves Le Traon
On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices. CoRR (2022)
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)
Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon
Adversarial Robustness in Multi-Task Learning: Promises and Illusions. AAAI (2022)
Lisa Veiber, Salah Ghamizi, Jean-Sébastien Sottet
A Hybrid Predictive Model for Mitigating Health and Economic Factors during a Pandemic. ERCIM News 2021 (124) (2021)
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)
Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space. CoRR (2021)
Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon
Adversarial Robustness in Multi-Task Learning: Promises and Illusions. CoRR (2021)
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)
Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon
FeatureNET: diversity-driven generation of deep learning models. ICSE (Companion Volume) (2020)
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 (2020)
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)
Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon
Automated Search for Configurations of Deep Neural Network Architectures. CoRR (2019)
Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon
Automated search for configurations of convolutional neural network architectures. SPLC (A) (2019)
Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon
Adversarial Embedding: A robust and elusive Steganography and Watermarking technique. CoRR (2019)
Bart Lamiroy, Thomas Bouville, Julien Blégean, Hongliu Cao, Salah Ghamizi, Romain Houpin, Matthias Lloyd
Re-typograph phase I: a proof-of-concept for typeface parameter extraction from historical documents. DRR (2015)