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Mohamed Amine Ferrag

United Arab Emirates University

46H-index
223Paper Count
1.1WCitation Count
Published Papers 59
Publication Date
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6G Needs Agents: Toward Agentic AI-Native Networks for Autonomous Intelligence
errIEEE Open Journal of the Communications Society
IF6.1
err2026-06-29
err0
errOAAI
errMohamed Amine Ferrag; Abderrahmane Lakas; Mérouane Debbah
errShare
errSave
PSUL-SG : A provably secure ultra-lightweight mutual authentication and key agreement protocol for smart-grid IoT devices
errComputers and Electrical Engineering
IF4.9
err2026-04-11
err0
PREAI
errSara Araar; Brahim Farou; Mohamed Amine Ferrag; Zinedine Kouahla; Hamid Seridi
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errSave
RichGNN: Attribute-enriched graph neural network for optimized e-commerce recommendations
errKnowledge and Information Systems
IF3.1
err2026-03-27
err0
PREAI
errAbderaouf Bahi; Amel Ourici; Mohamed Amine Ferrag
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errSave
Secure UAV-AV communications architecture in non-terrestrial networks: A review
errVehicular Communications
IF6.5
err2026-03-26
err0
errOAAI
errAymen Dia Eddine Berini; Norziana Jamil; Ala-Eddine Benrazek; Rosdiadee Nordin; Abdikarim Mohamed Ibrahim; Ali Ismail Awad; Mohd Shariq; Abderrahmane Lakas; Mohamed Amine Ferrag
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LLM and AI Agents for Autonomous Systems: A Survey of Applications, Datasets, and Security Challenges
errIEEE Open Journal of Intelligent Transportation Systems
IF5.3
err2026-02-17
err0
errOAAI
errMohamed Amine Ferrag; Abderrahmane Lakas; Norbert Tihanyi; Merouane Debbah
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errSave
CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs Towards CWE Detection
errTHEORETICAL ASPECTS OF SOFTWARE ENGINEERING, TASE 2025
IF0
err2026-01-01
err0
PREAI
errDubniczky, Richard A.; Horvat, Krisztofer Zoltan; Bisztray, Minas; Ferrag, Mohamed Amine; Cordeiro, Lucas C.; Tihanyi, Norbert
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errSave
From prompt injections to protocol exploits: Threats in LLM-powered AI agents workflows
errICT Express
IF4.2
err2025-12-13
err0
errOAAI
errMohamed Amine Ferrag; Norbert Tihanyi; Djallel Hamouda; Leandros Maglaras; Abderrahmane Lakas; Merouane Debbah
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errSave
Reasoning beyond limits: Advances and open problems for LLMs
errICT Express
IF4.2
err2025-09-22
err0
errOAAI
errMohamed Amine Ferrag; Norbert Tihanyi; Merouane Debbah
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errSave
Generative AI and LLMs for Critical Infrastructure Protection: Evaluation Benchmarks, Agentic AI, Challenges, and Opportunities
errSENSORS
IF3.5
err2025-03-07
err0
errOAAI
errYigit, Yagmur; Ferrag, Mohamed Amine; Ghanem, Mohamed C.; Sarker, Iqbal H.; Maglaras, Leandros A.; Chrysoulas, Christos; Moradpoor, Naghmeh; Tihanyi, Norbert; Janicke, Helge
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SecureQwen: Leveraging LLMs for vulnerability detection in python codebases
errCOMPUTERS & SECURITY
IF5.4
err2025-01-01
err0
PREAI
errMechri, Abdechakour; Ferrag, Mohamed Amine; Debbah, Merouane
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errSave
How secure is AI-generated code: a large-scale comparison of large language models
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-12-21
err2
errOAAI
errTihanyi, Norbert; Bisztray, Tamas; Ferrag, Mohamed Amine; Jain, Ridhi; Cordeiro, Lucas C.
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errSave
Eye-Net: A Low-Complexity Distributed Denial of Service Attack-Detection System Based on Multilayer Perceptron
errJOURNAL OF SENSOR AND ACTUATOR NETWORKS
IF4.2
err2024-08-12
err0
errOAAI
errKhantouchi, Ramzi; Gasmi, Ibtissem; Ferrag, Mohamed Amine
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errSave
Revolutionizing intrusion detection in industrial IoT with distributed learning and deep generative techniques
errINTERNET OF THINGS
IF7.6
err2024-07-01
err6
PREAI
errHamouda, Djallel; Ferrag, Mohamed Amine; Benhamida, Nadjette; Seridi, Hamid; Ghanem, Mohamed Chahine
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errSave
Adversarial Attacks and Defenses in 6G Network-Assisted IoT Systems
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-06-01
err7
errOAAI
errSon, Bui Duc; Hoa, Nguyen Tien; Chien, Trinh Van; Khalid, Waqas; Ferrag, Mohamed Amine; Choi, Wan; Debbah, Merouane
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errSave
Multi-aspect rule-based AI: Methods, taxonomy, challenges and directions towards automation, intelligence and transparent cybersecurity modeling for critical infrastructures
errINTERNET OF THINGS
IF7.6
err2024-04-01
err10
errOAAI
errSarker, Iqbal H.; Janicke, Helge; Ferrag, Mohamed Amine; Abuadbba, Alsharif
errShare
errSave
Securing the Industrial Internet of Things against ransomware attacks: A comprehensive analysis of the emerging threat landscape and detection mechanisms
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2024-03-01
err7
PREAI
errAl-Hawawreh, Muna; Alazab, Mamoun; Ferrag, Mohamed Amine; Hossain, M. Shamim
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errSave
Revolutionizing Cyber Threat Detection With Large Language Models: A Privacy-Preserving BERT-Based Lightweight Model for IoT/IIoT Devices
errIEEE ACCESS
IF3.6
err2024-01-01
err30
errOAAI
errFerrag, Mohamed Amine; Ndhlovu, Mthandazo; Tihanyi, Norbert; Cordeiro, Lucas C.; Debbah, Merouane; Lestable, Thierry; Thandi, Narinderjit Singh
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errSave
LLM-Based Edge Intelligence: A Comprehensive Survey on Architectures, Applications, Security and Trustworthiness
errieee open journal of the industrial electronics society
IF6.1
err2024-01-01
err1
errOAAI
errFriha, Othmane; Amine Ferrag, Mohamed; Kantarci, Burak; Cakmak, Burak; Ozgun, Arda; Ghoualmi-Zine, Nassira
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From 5G to 6G Networks: A Survey on AI-Based Jamming and Interference Detection and Mitigation
errieee open journal of the industrial electronics society
IF6.1
err2024-01-01
err4
errOAAI
errLohan, Poonam; Kantarci, Burak; Amine Ferrag, Mohamed; Tihanyi, Norbert; Shi, Yi
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errSave
Security and Privacy in Solar Insecticidal Lamps Internet of Things: Requirements and Challenges
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2024-01-01
err1
PREAI
errZhao, Qingsong; Shu, Lei; Li, Kailiang; Ferrag, Mohamed Amine; Liu, Ximeng; Li, Yanbin
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Kim‐Kwang Raymond Choo
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Mamoun Alazab
H-index: 86 · Papers: 411
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Lei Shu
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M
M. Shamim Hossain
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