Robust Detection of Adversarial Attacks for EEG-based Motor Imagery Classification using Hierarchical Deep Learning. - Nour El Houda Sayah Ben Aissa; Abderrahmane Lakas; Ahmed Korichi; Chaker Abdelaziz Kerrache; Abdelkader Nasreddine Belkacem (IIT, 2023)

Enhancing EEG Signal Classifier Robustness Against Adversarial Attacks Using a Generative Adversarial Network Approach. - Nour El Houda Sayah Ben Aissa; Chaker Abdelaziz Kerrache; Ahmed Korichi; Abderrahmane Lakas; Abdelkader Nasreddine Belkacem (IEEE Internet Things Mag., 2024)

Adversarial resilience in EEG-based BCI systems: a two-tiered approach using GANs and transfer learning. - Nour El Houda Sayah Ben Aissa; Chaker Abdelaziz Kerrache; Ahmed Korichi; Abderrahmane Lakas; Enrique Hernández-Orallo; Carlos T. Calafate (Clust. Comput., 2025)