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We have 109 Edinburgh Napier University Computer Science PhD Projects, Programmes & Scholarships

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Edinburgh Napier University Computer Science PhD Projects, Programmes & Scholarships

We have 109 Edinburgh Napier University Computer Science 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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Exploring Artificial Intelligence to Develop the Analysis of Acoustic and Archival Telemetry Data: Unveiling Insights into Shark Movement

Edinburgh Napier University School of Applied Sciences
 . *Please note that the closing date for this project has been brought forward* . The novel integration of artificial intelligence (AI) in analysing telemetry data represents a paradigm shift, offering unprecedented insights into fish behaviour and responses to environmental changes. Read more
 Supervisors: Dr J Thorburn, Prof K Diele, Prof T Horváth
 29 April 2024  PhD Research Project  Funded PhD Project (Students Worldwide)
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An AI-driven approach to proactive Internet Of Things (IoT) based systems

Edinburgh Napier University School of Computing, Engineering & the Built Environment
The Internet of Things (IoT) refers to the ever-growing network of physical objects such as smart devices, vehicles, buildings and other items embedded with electronics, software, sensors, actuators, and network connectivity that enable these objects to interact autonomously and intelligently. Read more
 Supervisor: Prof X Liu
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Developing Smart Housing for Released Prisoners leveraging Artificial Intelligence and Internet-of-Things

Edinburgh Napier University School of Applied Sciences
This interdisciplinary project focuses on the use of Smart Homes to house people recently released from prison, given the social and economic cost of returning to custody after release. Read more
 Supervisor: Dr K Morrison
 31 May 2024  PhD Research Project  Funded PhD Project (European/UK Students Only)
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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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