1 citations · 5 across the 16 of their papers we have counts for
16 papers
DARTIC: Decentralized Anonymous Reputation at Scale for Trustworthy Crowdsourcing
Mouhamed Amine Bouchiha, Mourad Rabah, Ronan Champagnat +2
On-chain crowdsourcing leverages blockchain's decentralization, transparency, and tamper-resistance to build trustworthy and verifiable Web3 crowdsourced services. However, existin…
Automated Byzantine-Resilient Clustered Decentralized Federated Learning for Battery Intelligence in Connected EVs
Mouhamed Amine Bouchiha, Abdelaziz Amara Korba, Yacine Ghamri-Doudane
Federated learning (FL) has emerged as a promising paradigm for managing electric vehicle (EV) battery data in intelligent transportation systems (ITS), enabling privacy-preserving…
User-Centric Phishing Detection: A RAG and LLM-Based Approach
Abrar Hamed Al Barwani, Abdelaziz Amara Korba, Raja Waseem Anwar
The escalating sophistication of phishing emails necessitates a shift beyond traditional rule-based and conventional machine-learning-based detectors. Although large language model…
Towards Trustworthy Agentic IoEV: AI Agents for Explainable Cyberthreat Mitigation and State Analytics
Meryem Malak Dif, Mouhamed Amine Bouchiha, Abdelaziz Amara Korba +1
The Internet of Electric Vehicles (IoEV) envisions a tightly coupled ecosystem of electric vehicles (EVs), charging infrastructure, and grid services, yet it remains vulnerable to…
Advancing Autonomous Incident Response: Leveraging LLMs and Cyber Threat Intelligence
Amine Tellache, Abdelaziz Amara Korba, Amdjed Mokhtari +2
Effective incident response (IR) is critical for mitigating cyber threats, yet security teams are overwhelmed by alert fatigue, high false-positive rates, and the vast volume of un…
Fuse and Federate: Enhancing EV Charging Station Security with Multimodal Fusion and Federated Learning
Rabah Rahal, Abdelaziz Amara Korba, Yacine Ghamri-Doudane
The rapid global adoption of electric vehicles (EVs) has established electric vehicle supply equipment (EVSE) as a critical component of smart grid infrastructure. While essential…
Zero-Day Botnet Attack Detection in IoV: A Modular Approach Using Isolation Forests and Particle Swarm Optimization
Abdelaziz Amara Korba, Nour Elislem Karabadji, Yacine Ghamri-Doudane
The Internet of Vehicles (IoV) is transforming transportation by enhancing connectivity and enabling autonomous driving. However, this increased interconnectivity introduces new se…
BotDetect: A Decentralized Federated Learning Framework for Detecting Financial Bots on the EVM Blockchains
Ahmed Mounsf Rafik Bendada, Abdelaziz Amara Korba, Mouhamed Amine Bouchiha +1
The rapid growth of decentralized finance (DeFi) has led to the widespread use of automated agents, or bots, within blockchain ecosystems like Ethereum, Binance Smart Chain, and So…
BARTPredict: Empowering IoT Security with LLM-Driven Cyber Threat Prediction
Alaeddine Diaf, Abdelaziz Amara Korba, Nour Elislem Karabadji +1
The integration of Internet of Things (IoT) technology in various domains has led to operational advancements, but it has also introduced new vulnerabilities to cybersecurity threa…
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…