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 | 917 | 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 | 753 | 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 | 622 | 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 | 407 | 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 | 368 | 2020 |
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 | 332 | 2022 |
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 | 317 | 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 | 301 | 2019 |
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 | 290 | 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 | 287 | 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 | 281 | 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 | 205 | 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 | 196 | 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 | 176 | 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 | 163 | 2021 |
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 | 159 | 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 | 145 | 2017 |
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 | 144 | 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 | 121 | 2023 |
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 | 120 | 2022 |