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"Associate Professor of Computer Science, King Saud UniversityVerified email at ksu.edu.sa
makhlouf derdourDirector of Artificial Intelligence and Autonomous Things Laboratory - University of Oum el BouaghiVerified email at univ-oeb.dz
Mithun MukherjeeNanjing University of Information Science and Technology, ChinaVerified email at ieee.org
Othmane FrihaPh.D., Badji Mokhtar Annaba University, AlgeriaVerified email at univ-annaba.org
Ahmed AhmimDepartment of Mathematics and Computer Science, University of Mohamed Cherif Messaadia Souk AhrasVerified email at univ-soukahras.dz
Djallel HamoudaPhD CandidateVerified email at univ-guelma.dz
Ioanna KantzavelouAssistant Prof., Dept. of Informatics and Computer Engineering, University of West Attica, GREECE.Verified email at uniwa.gr
Messaoud BabaghayouAmar Telidji University, Laghouat, AlgeriaVerified email at lagh-univ.dz
Hamid SeridiProfessor of Computer Science, Guelma UniversityVerified email at univ-guelma.dz
Xing Yang (杨星)Lecturer, Anhui Science and Technology UniversityVerified email at ahstu.edu.cn
Merouane DebbahKU 6G Center, Khalifa University, CentralesupelecVerified email at centralesupelec.fr
Tiago CruzUniversity of Coimbra, Centre for Informatics and Systems of the University of Coimbra, DepartmentVerified email at dei.uc.pt
Lucas C. CordeiroReader, Dept of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Tihanyi NorbertEötvös Loránd UniversityVerified email at inf.elte.hu
Prof. Brahim FarouFull Professor of Computer Science, LabSTIC Laboratory, University of GuelmaVerified email at univ-guelma.dz
KOUAHLA ZINEDDINE, ProfessorUniversity 8 Mai 1945 Guelma, LABSTIC Laboratory’sVerified email at univ-guelma.dz
Farrukh Aslam KhanProfessor, King Saud UniversityVerified email at ksu.edu.sa

Mohamed Amine Ferrag, PhD, SIEEE

Team Leader, Technology Innovation Institute

Verified email at ieee.org - Homepage

Cyber Security AI Generative AI Large Language Model Blockchain


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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	878	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	729	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	611	2017
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	372	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	343	2020
Authentication protocols for internet of things: a comprehensive survey MA Ferrag, LA Maglaras, H Janicke, J Jiang, L Shu Security and Communication Networks 2017, 2017	309	2017
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	290	2019
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	280	2022
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	280	2019
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	276	2018
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	267	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	199	2018
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	182	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	165	2021
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	151	2021
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	144	2017
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	143	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	134	2019
A systematic review of data protection and privacy preservation schemes for smart grid communications MA Ferrag, LA Maglaras, H Janicke, J Jiang, L Shu Sustainable cities and society 38, 806-835, 2018	111	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	104	2022

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