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Computer Science (curriculum) PhD Projects, Programmes & Scholarships

We have 203 Computer Science (curriculum) PhD Projects, Programmes & Scholarships

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Leveraging Deepfake AI for Generating Realistic Avatars and Conversational Data for Hearing-Aid Development and Evaluation

Edinburgh Napier University School of Computing, Engineering & the Built Environment
Recently, there has been growing interest in the use of deepfake AI to improve healthcare. This exciting project aims to leverage deepfake AI technology to enhance the development and evaluation of future hearing-aid speech processing algorithms. Read more
 Supervisors: Prof AH Hussain, Dr KD Dashtipour, Prof BC Canberk, Mr MG Gogate, Dr A Goman
 15 May 2024  PhD Research Project  Funded PhD Project (Students Worldwide)
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Behavioural Analysis for Ransomware and Extortion-based Attack Detection

Edinburgh Napier University School of Computing, Engineering & the Built Environment
Edinburgh Napier University’s Cyber Security and Forensics Research Group focuses on applied research in areas of threat analysis and detection, digital forensic triage, trust, identity and cryptography, and has had successful real world impact with several spin-out companies. Read more
 Supervisor: Assoc Prof RM McFarlane
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Communication Efficiency for Federated Learning in Critical Infrastructure

Edinburgh Napier University School of Computing, Engineering & the Built Environment
Federated learning is a machine learning approach that enables multiple parties to collaborate in developing a shared model while safeguarding the distribution and privacy of their data. Read more
 Supervisor: Dr N Moradpoor
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Addressing Scalability Issues in Federated Learning for Critical Infrastructure

Edinburgh Napier University School of Computing, Engineering & the Built Environment
Federated learning is a machine learning approach that enables multiple parties to collaborate in developing a shared model while safeguarding the distribution and privacy of their data. Read more
 Supervisor: Dr N Moradpoor
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Smart Multi-Sensor Instrument for Personalized Assessment of Gait and Stability in Elderly and Frail Individuals

Edinburgh Napier University School of Computing, Engineering & the Built Environment
This research project aims to design, develop, and evaluate a smart multi-sensor instrument capable of personalized gait and stability assessments. Read more
 Supervisor: Prof H Yu
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Intelligent and Privacy-preserving security solutions for IoT networks

Edinburgh Napier University School of Computing, Engineering & the Built Environment
Over the past decade, several cyber security attacks have made the headlines targeting several sectors and causing irreversible damage on both the financial and social fronts. Read more
 Supervisors: Dr IW Wadhaj, Dr BG Ghaleb
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Intelligent & Privacy-preserving security solutions for Vehicular Ad-hoc Networks (VANETs)

Edinburgh Napier University School of Computing, Engineering & the Built Environment
Vehicular Ad-hoc Networks (VANETs) have gained increasing popularity and significance within the broader context of Intelligent Transportation Systems (ITS). Read more
 Supervisors: Dr IW Wadhaj, Dr CTT Thomson
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Security of Electric Vehicle Charging Infrastructure

Edinburgh Napier University School of Computing, Engineering & the Built Environment
The rise of Electric Vehicles (EVs) drives an increase in demand and rapid development of the charging infrastructure, where a charger interconnects with an EV and a charging provider as well as a site controller to authorise charging sessions and report any errors. Read more
 Supervisors: Dr Z Tan, Prof A Al-Dubai
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Security and Privacy in Vehicular Ad-hoc Networks

Edinburgh Napier University School of Computing, Engineering & the Built Environment
The great leap forward in wireless communications technology drives the recent advancements of Vehicular Ad hoc NETworks (VANETs). Read more
 Supervisor: Dr Z Tan
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Machine unlearning for large language models

Edinburgh Napier University School of Computing, Engineering & the Built Environment
ChatGPT has popularized Large Language Models (LLMs), which are now at the forefront of today's AI boom. The LLMs are remarkable tools that can understand, generate, and interact with human language in a natural way. Read more
 Supervisors: Dr Z Tan, Dr YY Yu
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Introspection of Virtual Machines using AI

Edinburgh Napier University School of Computing, Engineering & the Built Environment
There has been a huge growth in the use of virtualised technologies for computing. This includes fully virtualised servers in the cloud, as well as more lightweight solutions such as containers and docker. Read more
 Supervisors: Dr G Russell, Assoc Prof RM McFarlane
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Forensic storage carving using AI

Edinburgh Napier University School of Computing, Engineering & the Built Environment
In computer forensics, investigators need to be able to analyse storage devices. Storage devices tend to store information in blocks, and the arrangement of blocks in a certain order is the thing which represents a data object. Read more
 Supervisors: Dr G Russell, Assoc Prof RM McFarlane
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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zk-Cloud Forensics: Privacy-Aware and Tamper-proof Cloud Forensics using a Public Key Trust Infrastructure

Edinburgh Napier University School of Computing, Engineering & the Built Environment
In order to detect contraband content within a cloud-based system, it is possible to sample fragments of data [1] and match them against hashed values. Read more
 Supervisors: Prof B Buchanan, Dr J Ahmad
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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A Novel Machine Learning-Driven Edge Computing

Edinburgh Napier University School of Computing, Engineering & the Built Environment
The development of Edge Computing (EC) has been evolving under the umbrella of cloud computing where resources are centralized and managed in data centers. Read more
 Supervisors: Prof A Al-Dubai, Dr IR Romdhani, Dr BG Ghaleb
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Machine Learning and Hyper-heuristics

Edinburgh Napier University School of Computing, Engineering & the Built Environment
Hyper-heuristics (HH) have been successfully used to solve combinatorial problems from different problem domains, such as vehicle routing, bin packing and constraint satisfaction problems. Read more
 Supervisor: Dr K Sim
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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