A Generative Large Language Model for Encrypted Network Traffic Classification
A Generative Large Language Model for Encrypted Network Traffic Classification
About the Project Network traffic identification holds paramount importance, particularly in distinguishing various forms of encrypted traffic including protocols, applications, services, and malicious flows. Identifying encrypted traffic encompasses intricate levels … Read More Read More
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Large Language Model Powered Deception Defense Approach Approach
Large Language Model Powered Deception Defense Approach Approach
About the Project The Deception Defense strategy, such as a honeypot system, is employed to draw in malicious activities, understand the attacker community’s tactics, and proactively provide defense. However, there’s … Read More Read More
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Theoretical aspects of interconnection networks for supercomputers and data centres
Theoretical aspects of interconnection networks for supercomputers and data centres
About the Project My research involves theoretical aspects of the interconnection networks that provide a communications fabric for supercomputers and data centres (more details can be found on my website … Read More Read More
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Classifications of Evidence in the SpiderNet
Classifications of Evidence in the SpiderNet
About the Project Applications are invited for a self-funded, 3-year full-time or 6-year part time PhD project. The PhD will be based in the School of Computing and will be … Read More Read More
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AI planning and parameterized complexity
AI planning and parameterized complexity
About the Project AI planning is a famous methodology that allows autonomous agents (computers or robots) to design plans for achieving their goals. The applications range from toy examples such … Read More Read More
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Algorithms and Processes on Graphs and Networks: Design and Theory
Algorithms and Processes on Graphs and Networks: Design and Theory
About the Project Do you enjoy problem solving? If you like designing computer algorithms and analysing them, possibly programming them, are curious about how information or pandemics spread around network, … Read More Read More
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Blockchain-Empowered Federated Learning
Blockchain-Empowered Federated Learning
About the Project Supervisory Team: Leonardo Aniello, Han Wu Project description: Blockchain and Federated Learning (FL) are two emerging technologies that, when combined, offer a powerful framework for decentralised machine … Read More Read More
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Cybersecurity Threat Analysis and Cyber-Attack Attribution with AI-Driven Solutions
Cybersecurity Threat Analysis and Cyber-Attack Attribution with AI-Driven Solutions
About the Project This PhD project automates cyber-attack attribution using AI and NLP, enhancing defence strategies against evolving cyber threats. Objectives include dynamic attacker identification, a threat intelligence dashboard, and … Read More Read More
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Cross-Chain Security in Web3
Cross-Chain Security in Web3
About the Project Supervisory Team : Dr Leonardo Aniello, Prof Vladi Sassone Blockchain technology is transforming digital interactions by offering decentralised solutions across diverse sectors. However, as organisations in Web3 … Read More Read More
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User-centered Security and Privacy for Internet-Connected Devices in Elderly Care
User-centered Security and Privacy for Internet-Connected Devices in Elderly Care
About the Project Co-Supervisor: Professor Jeff Yan Internet-connected devices, such as mobile or IoT devices, are now widely used in elderly care for monitoring and tracking. This project aims to … Read More Read More
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