Select Publications

Journal articles

Sarhan M; Layeghy S; Moustafa N; Portmann M, 2023, 'Cyber Threat Intelligence Sharing Scheme Based on Federated Learning for Network Intrusion Detection', Journal of Network and Systems Management, vol. 31, http://dx.doi.org/10.1007/s10922-022-09691-3

Abdel-Basset M; Moustafa N; Hawash H, 2023, 'Privacy-Preserved Generative Network for Trustworthy Anomaly Detection in Smart Grids: A Federated Semisupervised Approach', IEEE Transactions on Industrial Informatics, vol. 19, pp. 995 - 1005, http://dx.doi.org/10.1109/TII.2022.3165869

Khan IA; Moustafa N; Pi D; Haider W; Li B; Jolfaei A, 2022, 'An Enhanced Multi-Stage Deep Learning Framework for Detecting Malicious Activities From Autonomous Vehicles', IEEE Transactions on Intelligent Transportation Systems, vol. 23, pp. 25469 - 25478, http://dx.doi.org/10.1109/TITS.2021.3105834

Akter M; Moustafa N; Lynar T; Razzak I, 2022, 'Edge Intelligence: Federated Learning-Based Privacy Protection Framework for Smart Healthcare Systems', IEEE Journal of Biomedical and Health Informatics, vol. 26, pp. 5805 - 5816, http://dx.doi.org/10.1109/JBHI.2022.3192648

Rahman MA; Mukta MY; Asyhari AT; Moustafa N; Patwary MN; Yousuf A; Razzak I; Gupta BB, 2022, 'Renewable Energy Re-Distribution via Multiscale IoT for 6G-Oriented Green Highway Management', IEEE Transactions on Intelligent Transportation Systems, vol. 23, pp. 23771 - 23780, http://dx.doi.org/10.1109/TITS.2022.3203208

Abdel-Basset M; Moustafa N; Hawash H, 2022, 'Privacy-Preserved Cyberattack Detection in Industrial Edge of Things (IEoT): A Blockchain-Orchestrated Federated Learning Approach', IEEE Transactions on Industrial Informatics, vol. 18, pp. 7920 - 7934, http://dx.doi.org/10.1109/TII.2022.3167663

Abdel-Basset M; Hawash H; Moustafa N, 2022, 'Toward Privacy Preserving Federated Learning in Internet of Vehicular Things: Challenges and Future Directions', IEEE Consumer Electronics Magazine, vol. 11, pp. 56 - 66, http://dx.doi.org/10.1109/MCE.2021.3117232

Salim S; Moustafa N; Turnbull B; Razzak I, 2022, 'Perturbation-enabled Deep Federated Learning for Preserving Internet of Things-based Social Networks', ACM Transactions on Multimedia Computing, Communications and Applications, vol. 18, pp. 1 - 19, http://dx.doi.org/10.1145/3537899

Ahmed M; Moustafa N; Suaib Akhter AFM; Razzak I; Surid E; Anwar A; Shahen Shah AFM; Zengin A, 2022, 'A Blockchain-Based Emergency Message Transmission Protocol for Cooperative VANET', IEEE Transactions on Intelligent Transportation Systems, vol. 23, pp. 19624 - 19633, http://dx.doi.org/10.1109/TITS.2021.3115245

Rahman MA; Rahim MA; Rahman MM; Moustafa N; Razzak I; Ahmad T; Patwary MN, 2022, 'A Secure and Intelligent Framework for Vehicle Health Monitoring Exploiting Big-Data Analytics', IEEE Transactions on Intelligent Transportation Systems, vol. 23, pp. 19727 - 19742, http://dx.doi.org/10.1109/TITS.2021.3138255

Issa W; Moustafa N; Turnbull B; Sohrabi N; Tari Z, 2022, 'Blockchain-based Federated Learning for Securing Internet of Things: A Comprehensive Survey', ACM Computing Surveys, http://dx.doi.org/10.1145/3560816

Rahim MA; Rahman MA; Rahman MM; Zaman N; Moustafa N; Razzak I, 2022, 'An Intelligent Risk Management Framework for Monitoring Vehicular Engine Health', IEEE Transactions on Green Communications and Networking, vol. 6, pp. 1298 - 1306, http://dx.doi.org/10.1109/TGCN.2022.3179350

Razzak I; Moustafa N; Mumtaz S; Xu G, 2022, 'One-class tensor machine with randomized projection for large-scale anomaly detection in high-dimensional and noisy data', International Journal of Intelligent Systems, vol. 37, pp. 4515 - 4536, http://dx.doi.org/10.1002/int.22729

Rahman MS; Khalil I; Moustafa N; Kalapaaking AP; Bouras A, 2022, 'A Blockchain-Enabled Privacy-Preserving Verifiable Query Framework for Securing Cloud-Assisted Industrial Internet of Things Systems', IEEE Transactions on Industrial Informatics, vol. 18, pp. 5007 - 5017, http://dx.doi.org/10.1109/TII.2021.3105527

Khan IA; Moustafa N; Pi D; Sallam KM; Zomaya AY; Li B, 2022, 'A New Explainable Deep Learning Framework for Cyber Threat Discovery in Industrial IoT Networks', IEEE Internet of Things Journal, vol. 9, pp. 11604 - 11613, http://dx.doi.org/10.1109/JIOT.2021.3130156

Abdel-Basset M; Hawash H; Moustafa N; Mohammad N, 2022, 'H2HI-Net: A Dual-Branch Network for Recognizing Human-to-Human Interactions From Channel-State Information', IEEE Internet of Things Journal, vol. 9, pp. 10010 - 10021, http://dx.doi.org/10.1109/JIOT.2021.3117909

Weinger B; Kim J; Sim A; Nakashima M; Moustafa N; Wu KJ, 2022, 'Enhancing IoT anomaly detection performance for federated learning', Digital Communications and Networks, vol. 8, pp. 314 - 323, http://dx.doi.org/10.1016/j.dcan.2022.02.007

Hassanin M; Moustafa N; Tahtali M; Choo KKR, 2022, 'Rethinking maximum-margin softmax for adversarial robustness', Computers and Security, vol. 116, pp. 102640 - 102640, http://dx.doi.org/10.1016/j.cose.2022.102640

Jagatheesaperumal SK; Mishra P; Moustafa N; Chauhan R, 2022, 'A holistic survey on the use of emerging technologies to provision secure healthcare solutions', Computers and Electrical Engineering, vol. 99, http://dx.doi.org/10.1016/j.compeleceng.2022.107691

Koroniotis N; Moustafa N; Slay J, 2022, 'A new Intelligent Satellite Deep Learning Network Forensic framework for smart satellite networks', Computers and Electrical Engineering, vol. 99, pp. 107745 - 107745, http://dx.doi.org/10.1016/j.compeleceng.2022.107745

Abdel-Basset M; Gamal A; Moustafa N; Askar SS; Abouhawwash M, 2022, 'A Risk Assessment Model for Cyber-Physical Water and Wastewater Systems: Towards Sustainable Development', Sustainability (Switzerland), vol. 14, pp. 4480 - 4480, http://dx.doi.org/10.3390/su14084480

Salim S; Turnbull B; Moustafa N, 2022, 'Data analytics of social media 3.0: Privacy protection perspectives for integrating social media and Internet of Things (SM-IoT) systems', Ad Hoc Networks, vol. 128, http://dx.doi.org/10.1016/j.adhoc.2022.102786

Abdel-Basset M; Moustafa N; Hawash H; Razzak I; Sallam KM; Elkomy OM, 2022, 'Federated Intrusion Detection in Blockchain-Based Smart Transportation Systems', IEEE Transactions on Intelligent Transportation Systems, vol. 23, pp. 2523 - 2537, http://dx.doi.org/10.1109/TITS.2021.3119968

Moustafa N; Choo KKR; Abu-Mahfouz AM, 2022, 'Guest Editorial: AI-Enabled Threat Intelligence and Hunting Microservices for Distributed Industrial IoT System', IEEE Transactions on Industrial Informatics, vol. 18, pp. 1892 - 1895, http://dx.doi.org/10.1109/TII.2021.3111028

Qayyum A; Razzak I; Moustafa N; Mazher M, 2022, 'Progressive ShallowNet for large scale dynamic and spontaneous facial behaviour analysis in children', Image and Vision Computing, vol. 119, http://dx.doi.org/10.1016/j.imavis.2022.104375

Bugshan N; Khalil I; Moustafa N; Almashor M; Abuadbba A, 2022, 'Radial Basis Function Network with Differential Privacy', Future Generation Computer Systems, vol. 127, pp. 473 - 486, http://dx.doi.org/10.1016/j.future.2021.09.013

Khan IA; Moustafa N; Razzak I; Tanveer M; Pi D; Pan Y; Ali BS, 2022, 'XSRU-IoMT: Explainable simple recurrent units for threat detection in Internet of Medical Things networks', Future Generation Computer Systems, vol. 127, pp. 181 - 193, http://dx.doi.org/10.1016/j.future.2021.09.010

Al-Doghman F; Moustafa N; Khalil I; Tari Z; Zomaya A, 2022, 'AI-enabled Secure Microservices in Edge Computing: Opportunities and Challenges', IEEE Transactions on Services Computing, http://dx.doi.org/10.1109/TSC.2022.3155447

Oseni A; Moustafa N; Creech G; Sohrabi N; Strelzoff A; Tari Z; Linkov I, 2022, 'An Explainable Deep Learning Framework for Resilient Intrusion Detection in IoT-Enabled Transportation Networks', IEEE Transactions on Intelligent Transportation Systems, http://dx.doi.org/10.1109/TITS.2022.3188671

Asikuzzaman M; Mareen H; Moustafa N; Choo KKR; Pickering MR, 2022, 'Blind Camcording-Resistant Video Watermarking in the DTCWT and SVD Domain', IEEE Access, vol. 10, pp. 15681 - 15698, http://dx.doi.org/10.1109/ACCESS.2022.3146723

Johnson N; Turnbull B; Reisslein M; Moustafa N, 2022, 'CNA-TCC: Campaign Network Attribute Based Thematic Campaign Classification', IEEE Transactions on Computational Social Systems, pp. 1 - 13, http://dx.doi.org/10.1109/TCSS.2022.3184387

Schiliro F; Moustafa N; Razzak I; Beheshti A, 2022, 'DeepCog: A Trustworthy Deep Learning-Based Human Cognitive Privacy Framework in Industrial Policing', IEEE Transactions on Intelligent Transportation Systems, pp. 1 - 9, http://dx.doi.org/10.1109/TITS.2022.3166631

Debie E; Moustafa N; Vasilakos A, 2022, 'Session Invariant EEG Signatures using Elicitation Protocol Fusion and Convolutional Neural Network', IEEE Transactions on Dependable and Secure Computing, vol. 19, pp. 2488 - 2500, http://dx.doi.org/10.1109/TDSC.2021.3060775

Booij TM; Chiscop I; Meeuwissen E; Moustafa N; Hartog FTHD, 2022, 'ToN_IoT: The Role of Heterogeneity and the Need for Standardization of Features and Attack Types in IoT Network Intrusion Data Sets', IEEE Internet of Things Journal, vol. 9, pp. 485 - 496, http://dx.doi.org/10.1109/JIOT.2021.3085194

Alsaedi A; Tari Z; Mahmud R; Moustafa N; Mahmood AN; Anwar A, 2022, 'USMD: UnSupervised Misbehaviour Detection for Multi-Sensor Data', IEEE Transactions on Dependable and Secure Computing, http://dx.doi.org/10.1109/TDSC.2022.3143493

Sarhan M; Layeghy S; Moustafa N; Gallagher M; Portmann M, 2022, 'Feature extraction for machine learning-based intrusion detection in IoT networks', Digital Communications and Networks, http://dx.doi.org/10.1016/j.dcan.2022.08.012

Chaudhry SA; Irshad A; Nebhen J; Bashir AK; Moustafa N; Al-Otaibi YD; Zikria YB, 2021, 'An anonymous device to device access control based on secure certificate for internet of medical things systems: An anonymous D2D access control scheme for IoMT', Sustainable Cities and Society, vol. 75, pp. 103322 - 103322, http://dx.doi.org/10.1016/j.scs.2021.103322

Li S; Shen W; Bilal M; Xu X; Dou W; Moustafa N, 2021, 'Fair and size-scalable participant selection framework for large-scale mobile crowdsensing', Journal of Systems Architecture, vol. 119, http://dx.doi.org/10.1016/j.sysarc.2021.102273

Moustafa N, 2021, 'A new distributed architecture for evaluating AI-based security systems at the edge: Network TON_IoT datasets', Sustainable Cities and Society, vol. 72, pp. 102994 - 102994, http://dx.doi.org/10.1016/j.scs.2021.102994

Ashraf J; Keshk M; Moustafa N; Abdel-Basset M; Khurshid H; Bakhshi AD; Mostafa RR, 2021, 'IoTBoT-IDS: A novel statistical learning-enabled botnet detection framework for protecting networks of smart cities', Sustainable Cities and Society, vol. 72, pp. 103041 - 103041, http://dx.doi.org/10.1016/j.scs.2021.103041

Koroniotis N; Moustafa N; Schiliro F; Gauravaram P; Janicke H, 2021, 'The SAir-IIoT Cyber Testbed as a Service: A Novel Cybertwins Architecture in IIoT-Based Smart Airports', IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, http://dx.doi.org/10.1109/TITS.2021.3106378

Hassanin M; Radwan I; Moustafa N; Tahtali M; Kumar N, 2021, 'Mitigating the impact of adversarial attacks in very deep networks', Applied Soft Computing, vol. 105, http://dx.doi.org/10.1016/j.asoc.2021.107231

Ashraf J; Bakhshi AD; Moustafa N; Khurshid H; Javed A; Beheshti A, 2021, 'Novel Deep Learning-Enabled LSTM Autoencoder Architecture for Discovering Anomalous Events from Intelligent Transportation Systems', IEEE Transactions on Intelligent Transportation Systems, vol. 22, pp. 4507 - 4518, http://dx.doi.org/10.1109/TITS.2020.3017882

Alkadi O; Moustafa N; Turnbull B; Choo KKR, 2021, 'A Deep Blockchain Framework-Enabled Collaborative Intrusion Detection for Protecting IoT and Cloud Networks', IEEE Internet of Things Journal, vol. 8, pp. 9463 - 9472, http://dx.doi.org/10.1109/JIOT.2020.2996590

Akhter S; Shah S; Ahmed M; Moustafa N; Çavuşoğlu U; Zengin A, 2021, 'A Secured Message Transmission Protocol for Vehicular Ad Hoc Networks', Computers, Materials and Continua

Salim S; Turnbull B; Moustafa N, 2021, 'A Blockchain-Enabled Explainable Federated Learning for Securing Internet-of-Things-Based Social Media 3.0 Networks', IEEE Transactions on Computational Social Systems, http://dx.doi.org/10.1109/TCSS.2021.3134463

Samarasinghe Widana Arachchige D; Barlow M; Lakshika E; Lynar T; Moustafa N; Townsend T; Turnbull B, 2021, 'A Data Driven Review of Board Game Design and Interactions of Their Mechanics', IEEE Access, vol. 9, pp. 114051 - 114069, http://dx.doi.org/10.1109/ACCESS.2021.3103198

Abdel-Basset M; Gamal A; Moustafa N; Abdel-Monem A; El-Saber N, 2021, 'A Security-by-Design Decision-Making Model for Risk Management in Autonomous Vehicles', IEEE Access, vol. 9, pp. 107657 - 107679, http://dx.doi.org/10.1109/ACCESS.2021.3098675

Al-Hawawreh M; Moustafa N; Slay J, 2021, 'A threat intelligence framework for protecting smart satellite-based healthcare networks', Neural Computing and Applications, pp. 1 - 21, http://dx.doi.org/10.1007/s00521-021-06441-5

Abdel-Basset M; Moustafa N; Mohamed R; Elkomy OM; Abouhawwash M, 2021, 'Multi-Objective Task Scheduling Approach for Fog Computing', IEEE Access, vol. 9, pp. 126988 - 127009, http://dx.doi.org/10.1109/ACCESS.2021.3111130


Back to profile page