Abdelaziz Amara Korba

46 papers B 6C 3Journal 29Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Split Multi-Task Federated Learning for Battery Health and Capacity Estimation in Electric Vehicles. IEEE Trans. Consumer Electron. Abdelaziz Amara Korba, Mouhamed Amine Bouchiha, Yacine Ghamri-Doudane
2026	J	`jnl`	Towards better random forests with tree weighting, accuracy and diversity-preserving pruning. Expert Syst. Appl. Nour El Islem Karabadji, Ali Assi, Abdelaziz Amara Korba, Ahmed Abdulaziz Al Nuaim, Hassina Seridi, Mohamed Elati, Wajdi Dhifli
2026	C	`conf`	User-Centric Phishing Detection: A RAG and LLM-Based Approach. ICCE Abrar Hamed Al Barwani, Abdelaziz Amara Korba, Raja Waseem Anwar
2026	J	`jnl`	User-Centric Phishing Detection: A RAG and LLM-Based Approach. CoRR Abrar Hamed Al Barwani, Abdelaziz Amara Korba, Raja Waseem Anwar
2025	J	`jnl`	A genetic and graph-guided feature learning strategy for improving decision tree construction. Clust. Comput. Nour El Islem Karabadji, Abdelaziz Amara Korba, Ali Assi, Hassina Seridi, Mohamed Aimen Karabadji, Yacine Ghamri-Doudane, Abdelghani Lakhdari, Mohamed Elati, Wajdi Dhifli
2025	B	`conf`	Advancing Autonomous Incident Response: Leveraging LLMs and Cyber Threat Intelligence. GLOBECOM Amine Tellache, Abdelaziz Amara Korba, Amdjed Mokhtari, Horea Moldovan, Yacine Ghamri-Doudane
2025	J	`jnl`	Advancing Autonomous Incident Response: Leveraging LLMs and Cyber Threat Intelligence. CoRR Amine Tellache, Abdelaziz Amara Korba, Amdjed Mokhtari, Horea Moldovan, Yacine Ghamri-Doudane
2025	J	`jnl`	BARTPredict: Empowering IoT Security with LLM-Driven Cyber Threat Prediction. CoRR Alaeddine Diaf, Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane
2025	—	`conf`	BotDetect: A Decentralized Federated Learning Framework for Detecting Financial Bots on the EVM Blockchains. ICC Ahmed Mounsf Rafik Bendada, Abdelaziz Amara Korba, Mouhamed Amine Bouchiha, Yacine Ghamri-Doudane
2025	J	`jnl`	BotDetect: A Decentralized Federated Learning Framework for Detecting Financial Bots on the EVM Blockchains. CoRR Ahmed Mounsf Rafik Bendada, Abdelaziz Amara Korba, Mouhamed Amine Bouchiha, Yacine Ghamri-Doudane
2025	C	`conf`	Fuse and Federate: Enhancing EV Charging Station Security with Multimodal Fusion and Federated Learning. ISCC Rabah Rahal, Abdelaziz Amara Korba, Yacine Ghamri-Doudane
2025	J	`jnl`	Fuse and Federate: Enhancing EV Charging Station Security with Multimodal Fusion and Federated Learning. CoRR Rabah Rahal, Abdelaziz Amara Korba, Yacine Ghamri-Doudane
2025	J	`jnl`	Mitigating IoT botnet attacks: An early-stage explainable network-based anomaly detection approach. Comput. Commun. Abdelaziz Amara Korba, Alaeddine Diaf, Mouhamed Amine Bouchiha, Yacine Ghamri-Doudane
2025	J	`jnl`	Towards Trustworthy Agentic IoEV: AI Agents for Explainable Cyberthreat Mitigation and State Analytics. CoRR Meryem Malak Dif, Mouhamed Amine Bouchiha, Abdelaziz Amara Korba, Yacine Ghamri-Doudane
2025	C	`conf`	Zero-Day Botnet Attack Detection in IoV: A Modular Approach Using Isolation Forests and Particle Swarm Optimization. ISCC Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane
2025	J	`jnl`	Zero-Day Botnet Attack Detection in IoV: A Modular Approach Using Isolation Forests and Particle Swarm Optimization. CoRR Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane
2024	B	`conf`	A Life-long Learning Intrusion Detection System for 6G-Enabled IoV. IWCMC Abdelaziz Amara Korba, Souad Sebaa, Malik Mabrouki, Yacine Ghamri-Doudane, Karima Benatchba
2024	J	`jnl`	A Life-long Learning Intrusion Detection System for 6G-Enabled IoV. CoRR Abdelaziz Amara Korba, Souad Sebaa, Malik Mabrouki, Yacine Ghamri-Doudane, Karima Benatchba
2024	B	`conf`	AI-Driven Fast and Early Detection of IoT Botnet Threats: A Comprehensive Network Traffic Analysis Approach. IWCMC Abdelaziz Amara Korba, Aleddine Diaf, Yacine Ghamri-Doudane
2024	J	`jnl`	AI-Driven Fast and Early Detection of IoT Botnet Threats: A Comprehensive Network Traffic Analysis Approach. CoRR Abdelaziz Amara Korba, Aleddine Diaf, Yacine Ghamri-Doudane
2024	J	`jnl`	Anomaly-based Framework for Detecting Power Overloading Cyberattacks in Smart Grid AMI. CoRR Abdelaziz Amara Korba, Nouredine Tamani, Yacine Ghamri-Doudane, Nour El Islem Karabadji
2024	J	`jnl`	AntibotV: A Multilevel Behaviour-based Framework for Botnets Detection in Vehicular Networks. CoRR Rabah Rahal, Abdelaziz Amara Korba, Nacira Ghoualmi-Zine, Yacine Challal, Yacine Ghamri-Doudane
2024	B	`conf`	BARTPredict: Empowering IoT Security with LLM-Driven Cyber Threat Prediction. GLOBECOM Alaeddine Diaf, Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane
2024	—	`conf`	Beyond Detection: Leveraging Large Language Models for Cyber Attack Prediction in IoT Networks. DCOSS-IoT Alaeddine Diaf, Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane
2024	J	`jnl`	Beyond Detection: Leveraging Large Language Models for Cyber Attack Prediction in IoT Networks. CoRR Alaeddine Diaf, Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane
2024	J	`jnl`	Federated Learning for Zero-Day Attack Detection in 5G and Beyond V2X Networks. CoRR Abdelaziz Amara Korba, Abdelwahab Boualouache, Bouziane Brik, Rabah Rahal, Yacine Ghamri-Doudane, Sidi Mohammed Senouci
2024	B	`conf`	Multi-agent Reinforcement Learning-based Network Intrusion Detection System. NOMS Amine Tellache, Amdjed Mokhtari, Abdelaziz Amara Korba, Yacine Ghamri-Doudane
2024	J	`jnl`	Multi-agent Reinforcement Learning-based Network Intrusion Detection System. CoRR Amine Tellache, Amdjed Mokhtari, Abdelaziz Amara Korba, Yacine Ghamri-Doudane
2024	J	`jnl`	Zero-X: A Blockchain-Enabled Open-Set Federated Learning Framework for Zero-Day Attack Detection in IoV. CoRR Abdelaziz Amara Korba, Abdelwahab Boualouache, Yacine Ghamri-Doudane
2024	J	`jnl`	Zero-X: A Blockchain-Enabled Open-Set Federated Learning Framework for Zero-Day Attack Detection in IoV. IEEE Trans. Veh. Technol. Abdelaziz Amara Korba, Abdelwahab Boualouache, Yacine Ghamri-Doudane
2023	J	`jnl`	5G Vehicle-to-Everything at the Cross-Borders: Security Challenges and Opportunities. IEEE Internet Things Mag. Abdelwahab Boualouache, Bouziane Brik, Qiang Tang, Abdelaziz Amara Korba, Sylvain Cherrier, Sidi-Mohammed Senouci, Enric Pardo, Yacine Ghamri-Doudane, Rami Langar, Thomas Engel
2023	J	`jnl`	Accuracy and diversity-aware multi-objective approach for random forest construction. Expert Syst. Appl. Nour El Islem Karabadji, Abdelaziz Amara Korba, Ali Assi, Hassina Seridi, Sabeur Aridhi, Wajdi Dhifli
2023	—	`conf`	Federated Learning for Zero-Day Attack Detection in 5G and Beyond V2X Networks. ICC Abdelaziz Amara Korba, Abdelwahab Boualouache, Bouziane Brik, Rabah Rahal, Yacine Ghamri-Doudane, Sidi Mohammed Senouci
2023	B	`conf`	Reinforcement Learning-Based Security Orchestration for 5G-V2X Network Slicing at Cross-Borders. GLOBECOM Abdelwahab Boualouache, Abdelaziz Amara Korba, Sidi-Mohammed Senouci, Yacine Ghamri-Doudane, Thomas Engel
2022	J	`jnl`	AntibotV: A Multilevel Behaviour-Based Framework for Botnets Detection in Vehicular Networks. J. Netw. Syst. Manag. Rabah Rahal, Abdelaziz Amara Korba, Nacira Ghoualmi-Zine, Yacine Challal, Yacine Ghamri-Doudane
2022	J	`jnl`	Fog Computing-Based Intrusion Detection Architecture to Protect IoT Networks. Wirel. Pers. Commun. Yasmine Labiod, Abdelaziz Amara Korba, Nassira Ghoualmi
2021	J	`jnl`	Detecting DDoS Attacks in IoT Environment. Int. J. Inf. Secur. Priv. Yasmine Labiod, Abdelaziz Amara Korba, Nacira Ghoualmi-Zine
2020	J	`jnl`	Anomaly-based framework for detecting power overloading cyberattacks in smart grid AMI. Comput. Secur. Abdelaziz Amara Korba, Nouredine Tamani, Yacine Ghamri-Doudane, Nour El Islem Karabadji
2020	J	`jnl`	Towards the Development of Realistic DoS Dataset for Intelligent Transportation Systems. Wirel. Pers. Commun. Rabah Rahal, Abdelaziz Amara Korba, Nacira Ghoualmi-Zine
2018	—	`conf`	Energy Fraud Detection in Advanced Metering Infrastructure AMI. ICSENT Abdelaziz Amara Korba
2018	—	`conf`	Taxonomy of Biometric-based Authentication Schemes for Mobile Computing Devices. PAIS Mohamed Amine Ferrag, Leandros Maglaras, Abdelouahid Derhab, Abdelaziz Amara Korba
2016	J	`jnl`	An efficient intrusion detection and prevention framework for ad hoc networks. Inf. Comput. Secur. Abdelaziz Amara Korba, Mehdi Nafaa, Salim Ghanemi
2016	—	`conf`	Anomaly-based intrusion detection system for ad hoc networks. NOF Abdelaziz Amara Korba, Mehdi Nafaa, Yacine Ghamri-Doudane
2016	J	`jnl`	Hybrid Intrusion Detection Framework for Ad hoc networks. Int. J. Inf. Secur. Priv. Abdelaziz Amara Korba, Mehdi Nafaa, Salim Ghanemi
2014	—	`conf`	Analysis of security attacks in AODV. ICMCS Abdelaziz Amara Korba, Mehdi Nafaa, Salim Ghanemi
2013	—	`conf`	Survey of Routing Attacks and Countermeasures in Mobile Ad Hoc Networks. UKSim Abdelaziz Amara Korba, Mehdi Nafa, Salim Ghanemi