Mohamed Amine Ferrag, PhD, SIEEE

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Leandros MaglarasProfessor of Cybersecurity, Edinburgh Napier UniversityVerified email at napier.ac.uk
Helge JanickeCyber Security Cooperative Research Centre, Edith Cowan UniversityVerified email at cybersecuritycrc.org.au
Lei Shu (舒磊)Professor, Nanjing Agricultural University, China and Lincoln Professor, University of Lincoln, UKVerified email at njau.edu.cn
"Abdelouahid Derhab"Full Professor of Cybersecurity, King Saud UniversityVerified email at ksu.edu.sa
Tihanyi NorbertEötvös Loránd University, Technology Innovation InstituteVerified email at inf.elte.hu
Othmane FrihaPh.D., University of Algiers 1, AlgeriaVerified email at univ-alger.dz
Mithun MukherjeeNanjing University of Information Science and Technology, ChinaVerified email at ieee.org
Merouane DebbahKU 6G Center, Khalifa University, CentralesupelecVerified email at centralesupelec.fr
Lucas C. CordeiroProfessor of Computer Science, University of Manchester | Universidade Federal do Amazonas | VeriBeeVerified email at manchester.ac.uk
Djallel HamoudaPhD in Computer ScienceVerified email at univ-guelma.dz
Dr. Ahmed AhmimDepartment of Computer Science, University of Mohamed Cherif Messaadia Souk AhrasVerified email at univ-soukahras.dz
Ioanna KantzavelouAssociate Prof., Dept. of Informatics and Computer Engineering, University of West Attica, GREECE.Verified email at uniwa.gr
Hamid SeridiProfessor of Computer Science, Guelma UniversityVerified email at univ-guelma.dz
Messaoud BabaghayouAmar Telidji University, Laghouat, AlgeriaVerified email at lagh-univ.dz
Ridhi JainTII UAEVerified email at iiitd.ac.in
Xing Yang (杨星)Lecturer, Anhui Science and Technology UniversityVerified email at ahstu.edu.cn
Tiago CruzUniversity of Coimbra, CISUC, DEIVerified email at dei.uc.pt
Prof. Brahim FarouFull Professor of Computer Science, LabSTIC Laboratory, University of GuelmaVerified email at univ-guelma.dz
Fatima AlwahediAssociate Researcher | TIIVerified email at tii.ae
Burak KantarciProfessor | University Research Chair | Director, SCVIC, University of OttawaVerified email at uottawa.ca

Mohamed Amine Ferrag, PhD, SIEEE

Associate Professor of AI & Cybersecurity, Guelma University

Verified email at univ-guelma.dz - Homepage

AI Machine Learning Testbed and Dataset Security IoT Large Language Models


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Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study MA Ferrag, L Maglaras, S Moschoyiannis, H Janicke Journal of Information Security and Applications 50, 102419, 2020	1126	2020
Blockchain technologies for the internet of things: Research issues and challenges MA Ferrag, M Derdour, M Mukherjee, A Derhab, L Maglaras, H Janicke IEEE Internet of Things Journal 6 (2), 2188-2204, 2019	833	2019
Security and privacy in fog computing: Challenges M Mukherjee, R Matam, L Shu, L Maglaras, MA Ferrag, N Choudhury, ... IEEE Access 5, 19293-19304, 2017	672	2017
Edge-IIoTset: A new comprehensive realistic cyber security dataset of IoT and IIoT applications for centralized and federated learning MA Ferrag, O Friha, D Hamouda, L Maglaras, H Janicke IEEE Access 10, 40281-40306, 2022	608	2022
Internet of things for the future of smart agriculture: A comprehensive survey of emerging technologies O Friha, MA Ferrag, L Shu, L Maglaras, X Wang IEEE/CAA Journal of Automatica Sinica 8 (4), 718-752, 2021	562	2021
Security and privacy for green IoT-based agriculture: Review, blockchain solutions, and challenges MA Ferrag, L Shu, X Yang, A Derhab, L Maglaras IEEE access 8, 32031-32053, 2020	440	2020
A survey on smart agriculture: Development modes, technologies, and security and privacy challenges X Yang, L Shu, J Chen, MA Ferrag, J Wu, E Nurellari, K Huang IEEE/CAA Journal of Automatica Sinica 8 (2), 273-302, 2021	378	2021
DeepCoin: A novel deep learning and blockchain-based energy exchange framework for smart grids MA Ferrag, L Maglaras IEEE Transactions on Engineering Management 67 (4), 1285-1297, 2019	359	2019
Authentication protocols for internet of things: a comprehensive survey MA Ferrag, LA Maglaras, H Janicke, J Jiang, L Shu Security and Communication Networks 2017 (1), 6562953, 2017	338	2017
Security for 4G and 5G cellular networks: A survey of existing authentication and privacy-preserving schemes MA Ferrag, L Maglaras, A Argyriou, D Kosmanos, H Janicke Journal of Network and Computer Applications 101, 55-82, 2018	318	2018
A novel hierarchical intrusion detection system based on decision tree and rules-based models A Ahmim, L Maglaras, MA Ferrag, M Derdour, H Janicke 2019 15th International Conference on Distributed Computing in Sensor …, 2019	307	2019
Digitization of healthcare sector: A study on privacy and security concerns M Paul, L Maglaras, MA Ferrag, I Almomani ICT Express 9 (4), 571-588, 2023	284	2023
Federated deep learning for cyber security in the internet of things: Concepts, applications, and experimental analysis MA Ferrag, O Friha, L Maglaras, H Janicke, L Shu IEEE Access 9, 138509-138542, 2021	253	2021
Rdtids: Rules and decision tree-based intrusion detection system for internet-of-things networks MA Ferrag, L Maglaras, A Ahmim, M Derdour, H Janicke Future internet 12 (3), 44, 2020	238	2020
Deep learning-based intrusion detection for distributed denial of service attack in agriculture 4.0 MA Ferrag, L Shu, H Djallel, KKR Choo Electronics 10 (11), 1257, 2021	222	2021
Cyber security of critical infrastructures LA Maglaras, KH Kim, H Janicke, MA Ferrag, S Rallis, P Fragkou, ... Ict Express 4 (1), 42-45, 2018	218	2018
FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things O Friha, MA Ferrag, L Shu, L Maglaras, KKR Choo, M Nafaa Journal of Parallel and Distributed Computing 165, 17-31, 2022	211	2022
The performance evaluation of blockchain-based security and privacy systems for the Internet of Things: A tutorial MA Ferrag, L Shu IEEE Internet of Things Journal 8 (24), 17236-17260, 2021	209	2021
Blockchain and random subspace learning-based IDS for SDN-enabled industrial IoT security A Derhab, M Guerroumi, A Gumaei, L Maglaras, MA Ferrag, M Mukherjee, ... Sensors 19 (14), 3119, 2019	173	2019
Privacy-preserving schemes for ad hoc social networks: A survey MA Ferrag, L Maglaras, A Ahmim IEEE Communications Surveys & Tutorials 19 (4), 3015-3045, 2017	157	2017

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