By Dr Marwa Keshk

Journal articles

Almarri S; Issa W; Keshk M; Turnbull B; Moustafa N, 2026, 'Cyberworthiness for Corporate Organisations: A Structured Review of Standards, Frameworks, and Future Directions', Electronics Switzerland, 15, http://dx.doi.org/10.3390/electronics15102133

Ferdowsi M; Moustafa N; Keshk M; Turnbull B, 2026, 'Trustworthy Intelligence: Split Learning–Embedded Large Language Models for Smart IoT Healthcare Systems', Electronics Switzerland, 15, pp. 1519, http://dx.doi.org/10.3390/electronics15071519

Masud MT; Keshk M; Moustafa N; Turnbull B; Susilo W, 2025, 'Vulnerability defence using hybrid moving target defence in Internet of Things systems', Computers and Security, 153, http://dx.doi.org/10.1016/j.cose.2025.104380

Masud MT; Koroniotis N; Keshk M; Turnbull B; Kermanshahi SK; Moustafa N, 2025, 'Generative fuzzer-driven vulnerability detection in the Internet of Things networks', Applied Soft Computing, 174, http://dx.doi.org/10.1016/j.asoc.2025.112973

Khan IA; Keshk M; Hussain Y; Pi D; Li B; Kousar T; Ali BS, 2025, 'A context-aware zero trust-based hybrid approach to IoT-based self-driving vehicles security', Ad Hoc Networks, 167, http://dx.doi.org/10.1016/j.adhoc.2024.103694

Pasdar A; Koroniotis N; Keshk M; Moustafa N; Tari Z, 2025, 'Cybersecurity Solutions and Techniques for Internet of Things Integration in Combat Systems', IEEE Transactions on Sustainable Computing, 10, pp. 345 - 365, http://dx.doi.org/10.1109/TSUSC.2024.3443256

Masud MT; Keshk M; Moustafa N; Linkov I; Emge DK, 2025, 'Explainable Artificial Intelligence for Resilient Security Applications in the Internet of Things', IEEE Open Journal of the Communications Society, 6, pp. 2877 - 2906, http://dx.doi.org/10.1109/OJCOMS.2024.3413790

Hassanin M; Keshk M; Salim S; Alsubaie M; Sharma D, 2025, 'PLLM-CS: Pre-trained Large Language Model (LLM) for cyber threat detection in satellite networks', Ad Hoc Networks, 166, http://dx.doi.org/10.1016/j.adhoc.2024.103645

Yamany W; Keshk M; Moustafa N; Turnbull B, 2024, 'Swarm Optimization-Based Federated Learning for the Cyber Resilience of Internet of Things Systems Against Adversarial Attacks', IEEE Transactions on Consumer Electronics, 70, pp. 1359 - 1369, http://dx.doi.org/10.1109/TCE.2023.3319039

Keshk M; Koroniotis N; Pham N; Moustafa N; Turnbull B; Zomaya AY, 2023, 'An explainable deep learning-enabled intrusion detection framework in IoT networks', Information Sciences, 639, http://dx.doi.org/10.1016/j.ins.2023.119000

Moustafa N; Koroniotis N; Keshk M; Zomaya AY; Tari Z, 2023, 'Explainable Intrusion Detection for Cyber Defences in the Internet of Things: Opportunities and Solutions', IEEE Communications Surveys and Tutorials, 25, pp. 1775 - 1807, http://dx.doi.org/10.1109/COMST.2023.3280465

Khan IA; Keshk M; Pi D; Khan N; Hussain Y; Soliman H, 2022, 'Enhancing IIoT networks protection: A robust security model for attack detection in Internet Industrial Control Systems', Ad Hoc Networks, 134, http://dx.doi.org/10.1016/j.adhoc.2022.102930

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, 72, http://dx.doi.org/10.1016/j.scs.2021.103041

Keshk M; Turnbull B; Sitnikova E; Vatsalan D; Moustafa N, 2021, 'Privacy-Preserving Schemes for Safeguarding Heterogeneous Data Sources in Cyber-Physical Systems', IEEE Access, 9, pp. 55077 - 55097, http://dx.doi.org/10.1109/ACCESS.2021.3069737

Moustafa N; Hassan M; Choo K-KR; Lynar T; Camtepe S; Whitty M, 2021, 'DAD: A Distributed Anomaly Detection system using ensemble one-class statistical learning in edge networks', Future Generation Computer Systems, http://dx.doi.org/10.1016/j.future.2021.01.011

Haider W; Moustafa N; Keshk M; Fernandez A; Choo KKR; Wahab A, 2020, 'FGMC-HADS: Fuzzy Gaussian mixture-based correntropy models for detecting zero-day attacks from linux systems', Computers and Security, 96, http://dx.doi.org/10.1016/j.cose.2020.101906

Keshk M; Turnbull B; Moustafa N; Vatsalan D; Choo KKR, 2020, 'A Privacy-Preserving-Framework-Based Blockchain and Deep Learning for Protecting Smart Power Networks', IEEE Transactions on Industrial Informatics, 16, pp. 5110 - 5118, http://dx.doi.org/10.1109/TII.2019.2957140

Keshk M; Sitnikova E; Moustafa N; Hu J; Khalil I, 2019, 'An Integrated Framework for Privacy-Preserving based Anomaly Detection for Cyber-Physical Systems', IEEE Transactions on Sustainable Computing, pp. 1 - 1, http://dx.doi.org/10.1109/tsusc.2019.2906657

Hassan M; Moustafa N; Sitnikova E; Turnbull B, 2018, 'Privacy-preserving big data analytics for cyber-physical systems', Wireless Networks, http://dx.doi.org/10.1007/s11276-018-01912-5

Keshk M; Singh H; Abbass H, 2018, 'Automatic estimation of differential evolution parameters using Hidden Markov Models', Evolutionary Intelligence, 10, pp. 77 - 93, http://dx.doi.org/10.1007/s12065-018-0153-5

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