1 citations · 5 across the 16 of their papers we have counts for
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Beyond Detection: Leveraging Large Language Models for Cyber Attack Prediction in IoT Networks
Alaeddine Diaf, Abdelaziz Amara Korba, Nour Elislem Karabadji +1
In recent years, numerous large-scale cyberattacks have exploited Internet of Things (IoT) devices, a phenomenon that is expected to escalate with the continuing proliferation of I…
A Life-long Learning Intrusion Detection System for 6G-Enabled IoV
Abdelaziz Amara korba, Souad Sebaa, Malik Mabrouki +2
The introduction of 6G technology into the Internet of Vehicles (IoV) promises to revolutionize connectivity with ultra-high data rates and seamless network coverage. However, this…
AI-Driven Fast and Early Detection of IoT Botnet Threats: A Comprehensive Network Traffic Analysis Approach
Abdelaziz Amara korba, Aleddine Diaf, Yacine Ghamri-Doudane
In the rapidly evolving landscape of cyber threats targeting the Internet of Things (IoT) ecosystem, and in light of the surge in botnet-driven Distributed Denial of Service (DDoS)…
Multi-agent Reinforcement Learning-based Network Intrusion Detection System
Amine Tellache, Amdjed Mokhtari, Abdelaziz Amara Korba +1
Intrusion Detection Systems (IDS) play a crucial role in ensuring the security of computer networks. Machine learning has emerged as a popular approach for intrusion detection due…
AntibotV: A Multilevel Behaviour-based Framework for Botnets Detection in Vehicular Networks
Rabah Rahal, Abdelaziz Amara Korba, Nacira Ghoualmi-Zine +2
Connected cars offer safety and efficiency for both individuals and fleets of private vehicles and public transportation companies. However, equipping vehicles with information and…
Anomaly-based Framework for Detecting Power Overloading Cyberattacks in Smart Grid AMI
Abdelaziz Amara Korba, Nouredine Tamani, Yacine Ghamri-Doudane +1
The Advanced Metering Infrastructure (AMI) is one of the key components of the smart grid. It provides interactive services for managing billing and electricity consumption, but it…
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
The Internet of Vehicles (IoV) is a crucial technology for Intelligent Transportation Systems (ITS) that integrates vehicles with the Internet and other entities. The emergence of…