This issue has been available online since 10th January 2025 for the regular issue of 2025. All articles in this issue (12 original research articles) were authored/co-authored by 42 authors from 16 countries ( Malaysia, UK, Saudi Arabia, USA, Lebanon, Azerbaijan, Italy, Greece, India, Albania, Tyrkey, Pakistan, Uganda, China, Iraq and Jordan)

Published: 2025-01-10

Articles

A Survey on Artificial Intelligence and Blockchain Applications in Cybersecurity for Smart Cities

Asiku Denis, Adebo Thomas, Wamusi Robert, Aziku Samuel, Simon Peter Kabiito, Zaward Morish, Malik Sallam, Guma Ali, Maad M. Mijwil

1-45

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Federated Learning in Healthcare: A Bibliometric Analysis of Privacy, Security, and Adversarial Threats (2021-2024)

Mohammed Amin Almaiah, Rejwan Bin Sulaiman, Umar Islam, Youakim Badr, Fuad Ali El-Qirem

46-61

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Generative AI-Enhanced Intrusion Detection Framework for Secure Healthcare Networks in MANETs

Santosh Reddy Addula, Udit Mamodiya, Weiwei Jiang, Mohammed Amin Almaiah

62-68

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XAI-IDS: A Transparent and Interpretable Framework for Robust Cybersecurity Using Explainable Artificial Intelligence

Said Salloum, Sajedeh Norozpour

69-80

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Beyond Detection: Large Language Models and Next-Generation Cybersecurity

Aitizaz Ali, Mohamed C. Ghanem

81-97

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An Enhanced Hybrid Genetic-JAYA Algorithm for Feature Selection and SVM Parameter Optimization in Intrusion Detection Systems: Evaluation on the CICIDS Dataset

Mohanad G. Yaseen, Ahmed Hussein Ali, Mohammad Alajanbi

98-109

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An Integrated Federated Learning Framework with Optimization for Industrial IoT Intrusion Detection

Aitizaz Ali, Aseel AlShuaibi , Muhammad Waqas Arshad

110-117

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Secure and Fault-Tolerant IoT-Based Healthcare System for Reliable Decision-Making

Bashaer Almelehy, Mohammad Ahmad , Ghalia Nassreddine , Aparna Achanta

118-125

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An Intelligent Intrusion Detection Framework Using Deep Learning and Unsupervised Feature Selection for Industry 4.0

Vugar Abdullayev , Nazila Ragimova

126-136

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The impact of artificial intelligence on enhancing cyber security

Abdulqader Abdul-Latif Shahoud, Hadeel Msaleh

137-140

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Blockchain and Quantum Machine Learning Approach for Securing Smart Water Management Systems: A Scoping Review

Guma Ali, Maad M. Mijwil, Ioannis Adamopoulos, Klodian Dhoska

141-202

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Hypergraph-Based Time-Aware Modeling for Multi-Phase Cyber Threat Simulation and Anomaly Detection

Ahmed Hussein Ali, Nadia Mahmood Hussien, Saba Abdulbaqi Salman, Yasmin Makki Mohialden, Kapil Joshi

203-212

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Attention-Based Deep Learning for Scenario Description Embedding in Cyber Threat Records

Zakaria Benlalia, Toufik Mzili, Mustapha Hankar, Ahmed abatal, Mourad Mzili, Nebojsa Bacanin, Momina Shaheen

213-220

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