Senior Lecturer
- About
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- Email Address
- pradip.sharma@abdn.ac.uk
- Office Address
- School/Department
- School of Natural and Computing Sciences
Biography
Dr. Pradip Sharma, SMIEEE, is a highly esteemed academician and researcher known for his expertise in Cybersecurity and Artificial Intelligence. Currently serving as an Associate Professor of Cybersecurity & AI at the Department of Computing Science, University of Aberdeen, UK. His academic journey is characterised by a steadfast pursuit of excellence. He holds a PhD in Secure Computing (2019), along with a Master of Technology in Computer Science (2014) and a Bachelor's in Information Technology (2009). Dr. Sharma's professional background encompasses roles such as Research Fellow and Software Engineer, reflecting a blend of academic and industry experience. Throughout his career, he has shown a strong interest in advancing research in areas such as Privacy-aware AI, Blockchain, Edge Computing, IoT Security, and Critical Infrastructure Security, earning recognition through various research projects and grants, including awards from EPSRC and Innovate UK.
In addition to his research pursuits, Dr. Sharma actively engages in professional activities within the academic community. He holds editorial roles in esteemed journals and contributes to organizing conferences and workshops on cybersecurity and AI-related topics. Dr. Sharma's impact is also evident in his extensive publication record, featuring research articles in reputable journals and conferences. Dr. Sharma's academic contributions are further highlighted by his inclusion in the world's Top 2% Scientists list by Stanford University and his receipt of accolades such as the IEEE Outstanding Leadership Award and Publons Peer Review Awards. His commitment to education is evident through his teaching experiences, where he has developed and delivered courses on cybersecurity, distributed systems, and digital forensics. Dr. Sharma's dedication extends to mentoring the next generation of researchers, as demonstrated by his supervision of doctoral students and mentorship roles in academic and professional settings.
Latest Publications
Comprehensive Evaluation of Machine Learning Models for Malware Detection across Diverse Datasets
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsImage super-resolution method based on the interactive fusion of transformer and CNN features
Visual Computer, vol. 40, pp. 5827–5839Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1007/s00371-023-03138-9
- [ONLINE] View publication in Scopus
Accelerate Training of Personalised Multi-Task Federated Learning
Contributions to Conferences: PapersA Two-Stage Differential Privacy Scheme for Federated Learning Based on Edge Intelligence
IEEE journal of biomedical and health informatics, vol. 28, no. 6, pp. 3349-3360Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/JBHI.2023.3306425
- [ONLINE] View publication in Scopus
Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-marker Detection
IEEE journal of biomedical and health informatics, vol. 28, no. 4, pp. 1959 - 1970Contributions to Journals: Articles
- Research
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Research Overview
Research interests: Cybersecurity, Blockchain, Edge Computing, Software-defined Networking, IoT Security
Research Areas
Accepting PhDs
I am currently accepting PhDs in Computing Science.
Please get in touch if you would like to discuss your research ideas further.
Research Specialisms
- Computer and Information Security
- Computer Networks
- Machine Learning
- Applied Computing
- Cybernetics
Our research specialisms are based on the Higher Education Classification of Subjects (HECoS) which is HESA open data, published under the Creative Commons Attribution 4.0 International licence.
Funding and Grants
2024-2026 “Secure, Privacy-aware, and Trusted Data Share in Smart Mobility,” EPSRC ECR, £200K FEC (PI)
2024-2025 “ZECURE Data Exchange Platform - Net Zero Mobility,” Innovate UK, £236K (PI-UoA)
2023-2026 “Quantum-resistant Cybersecurity,” Royal Embassy of Saudi Arabia, £73K (PI)
2022-2023 “Secure and Privacy-aware Data Share in Smart Mobility,” Pump-Prime Interdisciplinary Research and Impact, £2K (PI)
2022-2023 “Distributed Big-data Service Framework based on Blockchain and Machine Learning for Smart Cities,” 2022 High-end Foreign Expert in China, £20K (PI)
2020-2022 “Development of Simulator for Virtual Learning,” Agency for Defence Development, £270K (Co-I)
2016-2019 “Developing a Green Smart Home Security Framework for Next Generation IoT Environment,” National Research Foundation (NRF), £200K (Investigator)
2016-2019 “WellTEC Coaching Service and Content Development for Wellness Life,” Consortium Information Technology Research Center (C-ITRC), £16K (Investigator)
2016-2018 “Development of an immersive and interactive NUI/NUX Platform for Invoked Reality Contents,” Institute for Information and Communications Technology Promotion (IITP), £5K (Investigator)
- Teaching
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- Publications
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Page 5 of 11 Results 41 to 50 of 105
Multiple Strategies Differential Privacy on Sparse Tensor Factorization for Network Traffic Analysis in 5G
IEEE Transactions on Industrial Informatics, vol. 18, no. 3, pp. 1939 - 1948Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/TII.2021.3082576
- [ONLINE] View publication in Scopus
Guest Editorial: Security, Privacy, and Trust Analysis and Service Management for Intelligent Internet of Things Healthcare
IEEE Transactions on Industrial Informatics, vol. 18, no. 3, pp. 1968-1970Contributions to Journals: Editorials- [ONLINE] DOI: https://doi.org/10.1109/TII.2021.3112471
- [ONLINE] View publication in Scopus
Intelligent Traffic Accident Prediction Model for Internet of Vehicles With Deep Learning Approach
IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 3, pp. 2340 - 2349Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/TITS.2021.3074987
- [ONLINE] View publication in Scopus
MSRM-IoT: A Reliable Resource Management for Cloud, Fog and Mist Assisted IoT Networks
IEEE Internet of Things Journal, vol. 9, no. 4, pp. 2527-2537Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/JIOT.2021.3090779
- [ONLINE] View publication in Scopus
Blockchain-based delegated Quantum Cloud architecture for medical big data security
Journal of Network and Computer Applications, vol. 198, 103304Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.jnca.2021.103304
- [ONLINE] View publication in Scopus
Data security storage mechanism based on blockchain industrial Internet of Things
Computers and Industrial Engineering, vol. 164, 107903Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.cie.2021.107903
- [ONLINE] View publication in Scopus
Novel Vote Scheme for Decision-Making Feedback Based on Blockchain in Internet of Vehicles
IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 2, pp. 1639 - 1648Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/TITS.2021.3100103
- [ONLINE] View publication in Scopus
A novel cryptosystem using DNA sequencing and contextual array splicing system for Medical Internet of Things
Computers and Electrical Engineering, vol. 96, no. part A, 107429Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.compeleceng.2021.107429
- [ONLINE] View publication in Scopus
Enabling Sustainable Energy for Smart Environment Using 5G Wireless Communication and Internet of Things
IEEE Wireless Communications, vol. 28, no. 6, pp. 56-61Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1109/MWC.013.2100158
- [ONLINE] View publication in Scopus
Lightweight Single Image Super-Resolution Convolution Neural Network in Portable Device
KSII Transactions on Internet and Information Systems, vol. 15, no. 11, pp. 4065-4083Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.3837/TIIS.2021.11.011
- [ONLINE] View publication in Scopus