| 2026 | ICAART | NRLPSO: A Reinforcement-Learning PSO with Nash-Consistent Scheduling for Random Forest Hyperparameter Optimization in Intrusion Detection. | Nasreddine Hamdi, Akram Belazi, Safya Belghith, Hctor Migalln |
| 2026 | ICAART | AGMO: Attention-Guided Metaheuristic Optimization for High-Dimensional Hyperparameter Tuning in Tiny-MLP Based Intrusion Detection. | Nasreddine Hamdi, Akram Belazi, Safya Belghith, Hctor Migalln |
| 2026 | IWCMC | FGWO: A Non-Markovian Long-Memory Grey Wolf Optimizer for MLP Hyperparameter Tuning in Intrusion Detection Systems. | Nasreddine Hamdi, Akram Belazi, Safya Belghith, Hctor Migalln |
| 2022 | APCC | A hybrid Modified Black Widow Optimization and PSO Algorithm: Application in Feature Selection for Cognitive Radio Networks. | Sarra Ben Chaabane, Kais Bouallegue, Akram Belazi, Sofiane Kharbech, Ammar Bouallegue |
| 2022 | ICCCI | Chaotic Dingo Optimization Algorithm: Application in Feature Selection for Beamforming Aided Spectrum Sensing. | Sarra Ben Chaabane, Kais Bouallegue, Akram Belazi, Sofiane Kharbech, Ammar Bouallegue |
| 2022 | WiMob | Smart Full-Exploitation of Beamforming Fusion assisted Spectrum Sensing for Cognitive Radio. | Sarra Ben Chaabane, Kais Bouallegue, Akram Belazi, Sofiane Kharbech, Ammar Bouallegue |
| 2020 | ICMV | Model selection for support-vector machines through metaheuristic optimization algorithms. | Oumeima Ghnimi, Sofiane Kharbech, Akram Belazi, Ammar Bouallegue |
| 2020 | SOFTCOM | Improved Whale optimization Algorithm for SVM Model Selection: Application in Medical Diagnosis. | Sarra Ben Chaabane, Sofiane Kharbech, Akram Belazi, Ammar Bouallegue |
| 2015 | IWCMC | Selective image encryption scheme based on DWT, AES S-box and chaotic permutation. | Akram Belazi, Ahmed A. Abd El-Latif, Rhouma Rhouma, Safya Belghith |
| 2015 | IWCMC | A novel approach to construct S-box based on Rossler system. | Akram Belazi, Rhouma Rhouma, Safya Belghith |