| 2026 | ANT | A Resilient Genetic-centric Aggregation for Hierarchical Federated Learning against Scaling Attacks. | Fethi Imad Benaribi, Nabil Sahli, Abdelaziz Amara Korba, Samir Ouchani |
| 2026 | ANT | Mining Network Traffic to Detect Botnet Attacks in Consumer IoT. | Alaeddine Diaf, Abdelaziz Amara Korba, Nabil Sahli |
| 2026 | IWCMC | Privacy-Preserving Edge-Offloaded Split Federated Learning for In-vehicle Intrusion Detection. | Abdelaziz Amara Korba, Bouziane Brik |
| 2025 | GLOBECOM | Advancing Autonomous Incident Response: Leveraging LLMs and Cyber Threat Intelligence. | Amine Tellache, Abdelaziz Amara Korba, Amdjed Mokhtari, Horea Moldovan, Yacine Ghamri-Doudane |
| 2025 | ISCC | Zero-Day Botnet Attack Detection in IoV: A Modular Approach Using Isolation Forests and Particle Swarm Optimization. | Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane |
| 2025 | ISCC | Fuse and Federate: Enhancing EV Charging Station Security with Multimodal Fusion and Federated Learning. | Rabah Rahal, Abdelaziz Amara Korba, Yacine Ghamri-Doudane |
| 2025 | LCN | Towards Trustworthy Agentic IoEV: AI Agents for Explainable Cyberthreat Mitigation and State Analytics. | Meryem Malak Dif, Mouhamed Amine Bouchiha, Abdelaziz Amara Korba, Yacine Ghamri-Doudane |
| 2024 | DCOSS | Beyond Detection: Leveraging Large Language Models for Cyber Attack Prediction in IoT Networks. | Alaeddine Diaf, Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane |
| 2024 | GLOBECOM | BARTPredict: Empowering IoT Security with LLM-Driven Cyber Threat Prediction. | Alaeddine Diaf, Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane |
| 2024 | IWCMC | AI-Driven Fast and Early Detection of IoT Botnet Threats: A Comprehensive Network Traffic Analysis Approach. | Abdelaziz Amara Korba, Aleddine Diaf, Yacine Ghamri-Doudane |
| 2024 | IWCMC | A Life-long Learning Intrusion Detection System for 6G-Enabled IoV. | Abdelaziz Amara Korba, Souad Sebaa, Malik Mabrouki, Yacine Ghamri-Doudane, Karima Benatchba |
| 2024 | NOMS | Multi-agent Reinforcement Learning-based Network Intrusion Detection System. | Amine Tellache, Amdjed Mokhtari, Abdelaziz Amara Korba, Yacine Ghamri-Doudane |
| 2023 | GLOBECOM | Reinforcement Learning-Based Security Orchestration for 5G-V2X Network Slicing at Cross-Borders. | Abdelwahab Boualouache, Abdelaziz Amara Korba, Sidi-Mohammed Senouci, Yacine Ghamri-Doudane, Thomas Engel |