Publications

Journal Articles

• S, Khan, J. J. Gomes, M. H. Rehman, D. Svetinovic, "Dynamic Behavior Assessment Protocol for Secure Decentralized Federated Learning", Internet of Things Journal, December 2023. (IF : 5.9)
• I, Naz, J. H. Shah, M. H. Rehman, M. Rafiq, G. S. Choi, "Quantum Mechanism-based Convolutional Model for the Classification of Pathogenic Bacteria", IEEE Access, December 2023. (IF : 3.9)
• H. Rehman, W. H. L. Pinaya, J. T. Teo, P. Nachev, S. Ourselin, M. J. Cardoso, "Federated Learning for Medical Imaging Radiology : A Review”, British Journal of Radiology, 2023. (IF : 2.9)
• S. Khargharia, M. H. Rehman, A. Banerjee, F. Montori, A. R. M. Forkan, P. P. Jayaraman, "Towards Marketing 4.0 : Vision and Survey on the Role of IoT and Data Science”, Societies 13(4), 100, 2023. (CiteScore : 2.0)
• P. Lee, F. T. J. Leng, R. A. A. Habeeb, M. A. Amanullah, M. H. Rehman, ”Edge Computing-enabled Secure and Energy-Efficient Smart Parking: A Review”, Journal of Microprocessors and Microsystems, 2022 (IF : 2.6)
• P. Leong, C. S. Liew, C. S. Chan, M. H. Rehman, "Optimizing Workflow Task Clustering using Reinforcement Learning”, IEEE Access, (IF : 3.9)
• Ahmad, Z. Alamgeer, M. H. Rehman, "An Effective Blockchain Evaluation System based on Entropy-CRITIC weight method and MCDM techniques”, Peer-to-Peer Networking and Applications, 2021. (IF : 4.2)
• Antwi, A. Adnane, F. Ahmad, R. Hussain, M. H. Rehman, C. A. Kerrache, "The Case of HyperLedger Fabric as a Blockchain Solution for Healthcare Applications”, Journal of Blockchain Research and Applications, 2021.
• H. Rehman, A. M. Diri, K. Salah, E. Damiani, D. Svetinovic, "TrustFed : A Framework for Fair and Trustworthy Cross-Device Fair Federated Learning in IIoT”, IEEE Transaction on Industrial Informatics, 2021. (IF : 12.3)
• Alkhoori, A. Hassan, O. Almansoori, M. Debe, K. Salah, R. Jayaraman, J. Arshad, M. H. Rehman, "Design and Implementation of CryptoCargo : A Blockchain-Powered Smart Shipping Container for Vaccine Distribution”, IEEE Access, 2002. (IF : 3.9)
• J. Ramzan, I. Rehman, S.U.R. Khan, M. H. Rehman, E.N.A. Khanak, "Facilitating the Transmuter based on Educational Backgrounds in Acquiring the Data Scientist Knowledge : State-of-the-Art Practices and Challenges”, Library Hi Tech, 2020. (IF : 2.357)
• H. Rehman, C.S. Liew, T. Y. Wah, K. Salah, M. Imran, N. Nasser, D. Svetinovic, "Device-Centric Adaptive Data Stream Management and Offloading for Analytics Applications in Future Internet Architectures”, Future Generation Computer Systems, 114(1), pp. 155–168, 2021.
  (IF : 7.5)
• Albreiki, M. H. Rehman, K. Salah, D. Svetinovic, "Trustworthy Blockchain Oracles : Review, Comparison, and Open Research Challenges”, IEEE Access vol. 8, pp. 85675 – 85685, 2020. (IF : 3.9)
• Debe, K. Salah, M. H. Rehman, D. Svetinovic, "Blockchain-Based Decentralized Reverse Bidding in Fog Computing”, IEEE Access vol. 8, pp. 81686 - 81697, 2020. (IF : 3.9)
• Aderibole, A. Aljarwan, M. H. Rehman, T. Mezher, K. Salah, E. Damiani, D. Svetinovic, ”Blockchain technology for smart grids: Decentralized NIST conceptual model”, IEEE Access, vol. 8, pp. 43177 – 43190, 2020. (IF : 3.9)
• Debe, K. Salah, M. H. Rehman, D. Svetinovic, "Monetization of services provided by public fog nodes using blockchain and smart contracts”, IEEE Access vol. 8, pp. 20118 – 20128, 2020. (IF : 3.9)
• Z. Khan, M. H. Rehman, H. M. Zangoti, M. K. Afzal, K. Salah, "Industrial Internet of Things : Open issues and future research directions”, Computers and Electrical Engineering vol. 81, January 2020. (IF : 4.3)
• Nassar, K. Salah, M. H. Rehman, D. Svetinovic, "Blockchain for explainable and trustworthy Artificial Intelligence”, Willey’s Interdisciplinary Review on Data Mining and Knowledge Discovery, vol. 10(1), pp. 1–13, 2020. (IF : 7.8)
• Debe, K. Salah, M. H. Rehman, D. Svetinovic, "IoT Public Fog Nodes Reputation System : A Decentralized Solution using Ethereum Blockchain”, IEEE Access, vol. 7, pp. 178082 – 178093, 2019. (IF : 3.9)
• H. Rehman, K. Salah, E. Damiani, D. Svetinovic, "Trust in Blockchain Cryptocurrency Ecosystems”, IEEE Transactions on Engineering Management, (Early Access), 2019. (IF : 5.8)
• H. Rehman, I. Yaqoob, M. Imran, K. Salah, P. P. Jayarman, C. Perera, "The role of big data analytics in Industrial Internet of Things”, Future Generation Computer System, vol. 99, pp. 247-259, 2019. (IF : 7.5)
• Iqbal, T. Y. Wah, M. H. Rehman, J. H. Shah, "Prediction analytics of myocardial infarction through model-driven deep deterministic learning”, Neural Computing and Applications, 2019 (online). (IF : 6)
• Nizamuddin, K. Salah, M. A. Azad, J. Arshad, M. H. Rehman, "Decentralized document version control using Ethereum blockchain and IPFS”, Computers and Electrical Engineering, vol. 76, pp.183-197, 2019. (IF : 4.3)
• M. Gaber, A. Aneiba, S. Basurra, O. Batty, A. M. Elmisery, Y. Kovalchuk, M. H. Rehman, "Internet of things and data mining: From applications to techniques and systems”, Wiley Interdisciplinary Reviews : Data Mining and Knowledge Discovery, vol. 9(3), p. e1292, 2019.
  (IF : 7.5)
• Iqbal, Y.-W. Teh, M. H. Rehman, Q.-U.-A. Mastoi, "A deterministic approach for finding the T onset parameter of flatten T wave in ECG”, Journal of Information Science and Engineering, vol. 35 (2), pp. 307-321, 2019. (IF : 1.1)
• Salah, M. H. Rehman, N. Nizamuddin, A. Al-Fuqaha, "Blockchain for AI : Review and open research challenges”, IEEE Access, vol. 7, pp. 10127-10149, 2019. (IF : 3.9)
• Arshad, M. A. Azad, M. M Abdellatif, M. H. Rehman, K. Salah, ”COLIDE : A collaborative intrusion detection framework for Internet of Things”, IET Networks, vol. 8(3), pp. 3-14, 2019. (CiteScore[Scopus] : 2.27)
• Iqbal, T. Y. Wah, M. H. Rehman, G. Mujtaba, M. Imran, M. Shoaib, "Deep deterministic learning for pattern recognition of different cardiac diseases through the internet of medical things”, Journal of medical systems, vol. 42(12), pp. 252, 2018. (IF : 5.3)
• Daghighi, M. L. M. Kiah, S. Iqbal, M. H. Rehman, K. Martin, "Host mobility key management in dynamic secure group communication”, Wireless Networks, vol. 24(8), pp. 3009–3027, 2018. (IF : 3.0)
• Iqbal, M. A. Khan, M. Sharif, J. H. Shah, M. H. Rehman, K. Javed, "An automated detection and classification of citrus plant diseases using image processing techniques : A review”, Computers and Electronics in Agriculture, vol. 153, pp. 12-32, 2018. (IF : 8.3)
• Iqbal, T. Y. Wah, M. H. Rehman, Q.-u.-a. Mastoi, "Usage of model driven environment for the classification of ECG features : A systematic review”, IEEE Access, vol. 6, pp. 23120-23136, 2018. (IF : 3.9)
• Yaqoob, E. Ahmed, M. H. Rehman, M. A. Al-garadi, M. Imran, M. Guizani, "The rise of ransomware and emerging security challenges in the internet of things”, Computer Networks, vol. 129, pp. 444-458, 2017. (IF : 5.6)
• H. Rehman, P. P. Jayaraman, S. U. R. Malik, A. R. Khan, M. M. Gaber, "RedEdge : A novel architecture for big data processing in mobile edge computing environments”, Journal of Sensor and Actuator Networks, vol. 6(3), pp. 17, 2017. (CiteScore[Scopus] : 2.58)
• H. Rehman, C. S. Liew, T. Y. Wah, M. K. Khan, "Towards next-generation heterogeneous mobile data stream mining applications : Opportunities, challenges, and future research directions”, Journal of Network and Computer Applications, vol. 79 (C), pp. 1-24, 2017.
  (IF : 8.7)
• Shuja, A. Gani, M. H. Rehman, E. Ahmed, S. A. Madani, M. K. Khan, K. Ko, "Towards native code offloading based MCC frameworks for multimedia applications : A survey”, Journal of Network and Computer Applications, vol. 75, pp. 335-354, 2016. (IF : 8.7)
• H. Rehman, V. Chang, A. Batool, T. Y. Wah, "Big data reduction framework for value creation in sustainable enterprises”, International Journal of Information Management, vol. 36(6), pp. 917-928, 2016. (IF : 14.098)
• H. Rehman, C. S. Liew, A. Abbas, P. P. Jayaraman, T. Y. Wah, S. U. Khan, "Big data reduction methods : a survey”, Data Science and Engineering, vol. 1(4), pp. 265-284, 2016. (scopus-indexed)
• Batool A., M. H. Rehman, A. Khan, A. Azeem, "Impact and comparison of programming constructs on Java and C# source code readability”, International Journal of Software Engineering and Its Applications, vol. 9(11), pp. 79-90, 2015. (Scopus-Indexed/SJR : 0.150)
• Daghighi, M. L. M. Kiah, S. Shamshirband, M. H. Rehman, "Toward secure group communication in wireless mobile environments: Issues, solutions, and challenges”, Journal of Network and Computer Applications, vol. 50, pp. 1-14, 2015. (IF : 8.7)
• H. Rehman, C. S. Liew, T. Y. Wah, J. Shuja, B. Daghighi, "Mining personal data using smartphones and wearable devices : A survey”, Sensors, vol. 15(2), pp. 4430-4469, 2015. (IF : 3.9)
• Piri K., S. Shamshirband, D. Petkovic, C. W. Tong, M. H. Rehman, "Prediction of the solar radiation on the earth using support vector regression technique”, Infrared Physics & Technology, vol. 68, pp. 179-185, 2015. (IF:2.638)

Conference Proceedings

• Elsokkary, M. H. Rehman, S. Suhail, H. Kaindl, D. Svetinovic, "Trust Evaluation of Blockchain-based Cryptourrencies: The Cases of Bitcoin and Diem", IEEE BalkanCom-2022 : Fifth International Balkan Conference on Communications and Networking Sarajevo, Bosnia and Herzegovina, August 22-24, 2022. (IEEE/Scopus-Indexed)
• Iqbal, T.Y Wah, M. H. Rehman, M. Bilal, A. Ahmed, "BD-ECG: Identification of Mycordial Infarction in ECG via Behavioral Coupling", ACM 6th International Conference on Information Systems and Data Mining (ICISDM 2022), Silicon Valley, CA, USA
• Shuja, M. A. Humayun, M. H. Rehman, "Innovating Educational Policies with Machine Learning in the Covid-19 Pandemic”, Machine Learning-Driven Digital Technologies for Educational Innovation, Future of Educational Innovation-Workshop series, 15-16 December 2021, Monterrey, Mexico.
• Alhosani, M. H. Rehman, K. Salah, C. Lima, D. Svetinovic, "Blockchain-Based Solution for Multiple Operator Spectrum Sharing (MOSS) in 5G Networks”, 2nd International Workshop on Open Road to Next Generation Mobile Networks, IEEE GLOBECOM 2020, Taipei, Taiwan, December 7-11, 2020, pp. 1-6. (IEEE/Scopus-Indexed)
• H. Rehman, K. Salah, D. Svetinovic, "FairFed : Cross-Device Fair Federated Learning”, 49th Annual IEEE AIPR 2020 : Trusted Computing, Privacy, and Securing Multimedia, Washington, D.C., USA, October 13-15, 2020, pp. 1-7, 2020. (IEEE/Scopus-Indexed)
• H. Rehman, K. Salah, E. Damiani, D. Svetinovic, "Towards Blockchain-based Reputation-aware Federated Learning”, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Toronto, ON, Canada, pp. 183–188, 2020. (IEEE/Scopus-Indexed)
• Debe. K. Salah, M. H. Rehman, D. Svetinovic, "Towards a Blockchain-Based Decentralized Reputation System for Public Fog Nodes”, 2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA), Abu Dhabi, UAE (November 4-6, 2019), pp. 1-6, 2019. (IEEE/Scopus-Indexed)
• Albreiki, L. Alqassem, K. Salah, M. H. Rehman, D. Svetinovic, "Decentralized access control for IoT data using blockchain and trusted oracles”, 2019 IEEE International Conference on Industrial Internet, Orlando, FL, USA (November 11-12, 2019), pp. 248-257, 2019. (IEEE/Scopus-Indexed)
• H. Rehman, C. S. Liew, T. Y. Wah, A. Iqbal, P. P. Jayaraman, "Opportunistic computation offloading in mobile edge cloud computing environments”, in Proceedings of Mobile Data Management (MDM), 2016 17th IEEE International Conference on, vol. 1, pp. 208-213, IEEE, 2016. doi : 10.1109/mdm.2016.40 (IEEE/Scopus-Indexed)
• H. Rehman, C. S. Liew, T. Y. Wah, "UniMiner: Towards a unified framework for data mining”, in Proceedings of Information and Communication Technologies (WICT), 2014 Fourth World Congress on, pp. 134-139, IEEE, 2014. (IEEE/Scopus-Indexed)
• H. Rehman, C. S. Liew, T. Y. Wah, "Frequent pattern mining in mobile devices : A feasibility study”, in Proceedings of Information Technology and Multimedia (ICIMU), 2014 International Conference on, pp. 351-356, IEEE, 2014. (IEEE/Scopus-Indexed)

Book Chapters

• Farooq, A. Feizollah, M. H. Rehman, "Federated Learning Research : Trends and Bibliometric Analysis”, in the Book on Federated Learning Systems : Towards Next-generation AI in Springer’s Series on Studies in Computational Intelligence.
• H. Rehman, P. P. Jayaraman, C. Perera, "The emergence of edge-centric distributed IoT analytics platforms”, in Book : Internet of Things, pp. 213-228, Publisher : Chapman and Hall/CRC, 2017.
• H. Rehman, A. Batool, "Big data analytics in mobile and cloud computing environments”, in Book : Decision Management: Concepts, Methodologies, Tools, and Applications, pp. 1478-1496, Publisher : IGI Global, 2017.

IEEE Magazine

• H. Rehman, A. Batool, K. Salah, "The rise of proximal mobile edge servers”, IEEE IT Professional, vol. 21(3), pp. 26-32, 2019. (IF : 2.6)
• H. Rehman, E. Ahmed, I. Yaqoob, I. A. T. Hashem, M. Imran, S. Ahmad, "Big data analytics in industrial IoT using a concentric computing model”, IEEE Communications Magazine, vol. 56(2), pp. 37-43, 2018. (IF : 11.2)
• H. Rehman, A. Batool, C. S. Liew, Y.-W. Teh, A . R. Khan, "Execution models for mobile data analytics”, IEEE IT Professional, vol. 19(3), pp. 24-30, 2017. (IF : 2.6)