Abdelaziz Amara Korba

According to our database, Abdelaziz Amara Korba authored at least 39 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Automated Byzantine-Resilient Clustered Decentralized Federated Learning for Battery Intelligence in Connected EVs.

Mouhamed Amine Bouchiha, Abdelaziz Amara Korba, Yacine Ghamri-Doudane

CoRR, May, 2026

DARTIC: Decentralized Anonymous Reputation at Scale for Trustworthy Crowdsourcing.

Mouhamed Amine Bouchiha, Mourad Rabah, Ronan Champagnat, Abdelaziz Amara Korba, Yacine Ghamri-Doudane

CoRR, May, 2026

LLM-assisted end-to-end binary decompilation: a hierarchical generation and semantic reconstruction approach.

Yousuf Al-Ruqaishi, Abdelaziz Amara Korba, Sharifa Al Khanjari

J. Supercomput., April, 2026

Split Multi-Task Federated Learning for Battery Health and Capacity Estimation in Electric Vehicles.

Abdelaziz Amara Korba, Mouhamed Amine Bouchiha, Yacine Ghamri-Doudane

IEEE Trans. Consumer Electron., February, 2026

Towards better random forests with tree weighting, accuracy and diversity-preserving pruning.

Nour El Islem Karabadji, Ali Assi, Abdelaziz Amara Korba, Ahmed Abdulaziz Al Nuaim, Hassina Seridi, Mohamed Elati, Wajdi Dhifli

Expert Syst. Appl., 2026

Collaborative privacy-preserving network intrusion detection: A federated multi-agent reinforcement learning approach.

Amine Tellache, Abdelaziz Amara Korba, Amdjed Mokhtari, Yacine Ghamri-Doudane

Comput. Commun., 2026

User-Centric Phishing Detection: A RAG and LLM-Based Approach.

Abrar Hamed Al Barwani, Abdelaziz Amara Korba, Raja Waseem Anwar

Proceedings of the IEEE International Conference on Consumer Electronics, 2026

Mining Network Traffic to Detect Botnet Attacks in Consumer IoT.

Alaeddine Diaf, Abdelaziz Amara Korba, Nabil Sahli

Proceedings of the 17th International Conference on Ambient Systems, 2026

A Resilient Genetic-centric Aggregation for Hierarchical Federated Learning against Scaling Attacks.

Fethi Imad Benaribi, Nabil Sahli, Abdelaziz Amara Korba, Samir Ouchani

Proceedings of the 17th International Conference on Ambient Systems, 2026

2025

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

CoRR, September, 2025

A genetic and graph-guided feature learning strategy for improving decision tree construction.

Nour El Islem Karabadji, Abdelaziz Amara Korba, Ali Assi, Hassina Seridi, Mohamed Aimen Karabadji, Yacine Ghamri-Doudane, Abdelghani Lakhdari, Mohamed Elati, Wajdi Dhifli

Clust. Comput., September, 2025

Mitigating IoT botnet attacks: An early-stage explainable network-based anomaly detection approach.

Abdelaziz Amara Korba, Alaeddine Diaf, Mouhamed Amine Bouchiha, Yacine Ghamri-Doudane

Comput. Commun., 2025

Fuse and Federate: Enhancing EV Charging Station Security with Multimodal Fusion and Federated Learning.

Rabah Rahal, Abdelaziz Amara Korba, Yacine Ghamri-Doudane

Proceedings of the IEEE Symposium on Computers and Communications, 2025

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

Proceedings of the IEEE Symposium on Computers and Communications, 2025

BotDetect: A Decentralized Federated Learning Framework for Detecting Financial Bots on the EVM Blockchains.

Ahmed Mounsf Rafik Bendada, Abdelaziz Amara Korba, Mouhamed Amine Bouchiha, Yacine Ghamri-Doudane

Proceedings of the IEEE International Conference on Communications, 2025

Advancing Autonomous Incident Response: Leveraging LLMs and Cyber Threat Intelligence.

Amine Tellache, Abdelaziz Amara Korba, Amdjed Mokhtari, Horea Moldovan, Yacine Ghamri-Doudane

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

Zero-X: A Blockchain-Enabled Open-Set Federated Learning Framework for Zero-Day Attack Detection in IoV.

Abdelaziz Amara Korba, Abdelwahab Boualouache, Yacine Ghamri-Doudane

IEEE Trans. Veh. Technol., September, 2024

Multi-agent Reinforcement Learning-based Network Intrusion Detection System.

Amine Tellache, Amdjed Mokhtari, Abdelaziz Amara Korba, Yacine Ghamri-Doudane

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

A Life-long Learning Intrusion Detection System for 6G-Enabled IoV.

Abdelaziz Amara Korba, Souad Sebaa, Malik Mabrouki, Yacine Ghamri-Doudane, Karima Benatchba

Proceedings of the International Wireless Communications and Mobile Computing, 2024

AI-Driven Fast and Early Detection of IoT Botnet Threats: A Comprehensive Network Traffic Analysis Approach.

Abdelaziz Amara Korba, Aleddine Diaf, Yacine Ghamri-Doudane

Proceedings of the International Wireless Communications and Mobile Computing, 2024

BARTPredict: Empowering IoT Security with LLM-Driven Cyber Threat Prediction.

Alaeddine Diaf, Abdelaziz Amara Korba, Nour El Islem Karabadji, Yacine Ghamri-Doudane

Proceedings of the 2024 IEEE Global Communications Conference, 2024

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

Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

2023

Accuracy and diversity-aware multi-objective approach for random forest construction.

Nour El Islem Karabadji, Abdelaziz Amara Korba, Ali Assi, Hassina Seridi, Sabeur Aridhi, Wajdi Dhifli

Expert Syst. Appl., September, 2023

5G Vehicle-to-Everything at the Cross-Borders: Security Challenges and Opportunities.

Abdelwahab Boualouache, Bouziane Brik, Qiang Tang, Abdelaziz Amara Korba, Sylvain Cherrier, Sidi-Mohammed Senouci, Enric Pardo, Yacine Ghamri-Doudane, Rami Langar, Thomas Engel

IEEE Internet Things Mag., March, 2023

Federated Learning for Zero-Day Attack Detection in 5G and Beyond V2X Networks.

Abdelaziz Amara Korba, Abdelwahab Boualouache, Bouziane Brik, Rabah Rahal, Yacine Ghamri-Doudane, Sidi Mohammed Senouci

Proceedings of the IEEE International Conference on Communications, 2023

Privacy Preserving Advanced Persistent Threat Detection Using Fed-Adv-LSTM.

Lokmane Heraguemi, Abdelaziz Amara Korba, Nacira Ghoualmi-Zine

Proceedings of the Bio-Inspired Computing, 2023

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

Proceedings of the IEEE Global Communications Conference, 2023

2022

Fog Computing-Based Intrusion Detection Architecture to Protect IoT Networks.

Yasmine Labiod, Abdelaziz Amara Korba, Nassira Ghoualmi

Wirel. Pers. Commun., 2022

AntibotV: A Multilevel Behaviour-Based Framework for Botnets Detection in Vehicular Networks.

Rabah Rahal, Abdelaziz Amara Korba, Nacira Ghoualmi-Zine, Yacine Challal, Yacine Ghamri-Doudane

J. Netw. Syst. Manag., 2022

2021

Detecting DDoS Attacks in IoT Environment.

Yasmine Labiod, Abdelaziz Amara Korba, Nacira Ghoualmi-Zine

Int. J. Inf. Secur. Priv., 2021

2020

Towards the Development of Realistic DoS Dataset for Intelligent Transportation Systems.

Rabah Rahal, Abdelaziz Amara Korba, Nacira Ghoualmi-Zine

Wirel. Pers. Commun., 2020

Anomaly-based framework for detecting power overloading cyberattacks in smart grid AMI.

Abdelaziz Amara Korba, Nouredine Tamani, Yacine Ghamri-Doudane, Nour El Islem Karabadji

Comput. Secur., 2020

2018

Taxonomy of Biometric-based Authentication Schemes for Mobile Computing Devices.

Mohamed Amine Ferrag, Leandros Maglaras, Abdelouahid Derhab, Abdelaziz Amara Korba

Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

Energy Fraud Detection in Advanced Metering Infrastructure AMI.

Abdelaziz Amara Korba

Proceedings of the 7th International Conference on Software Engineering and New Technologies, 2018

2016

An efficient intrusion detection and prevention framework for ad hoc networks.

Abdelaziz Amara Korba, Mehdi Nafaa, Salim Ghanemi

Inf. Comput. Secur., 2016

Hybrid Intrusion Detection Framework for Ad hoc networks.

Abdelaziz Amara Korba, Mehdi Nafaa, Salim Ghanemi

Int. J. Inf. Secur. Priv., 2016

Anomaly-based intrusion detection system for ad hoc networks.

Abdelaziz Amara Korba, Mehdi Nafaa, Yacine Ghamri-Doudane

Proceedings of the 7th International Conference on the Network of the Future, 2016

2014

Analysis of security attacks in AODV.

Abdelaziz Amara Korba, Mehdi Nafaa, Salim Ghanemi

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2013

Survey of Routing Attacks and Countermeasures in Mobile Ad Hoc Networks.

Abdelaziz Amara Korba, Mehdi Nafa, Salim Ghanemi

Proceedings of the 15th International Conference on Computer Modelling and Simulation, 2013