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Deep Learning Models to Support Computer Network Defence

Supervisors

Suitable for

MSc in Advanced Computer Science
Computer Science and Philosophy, Part C
Mathematics and Computer Science, Part C
Computer Science, Part C
Computer Science, Part B

Abstract

This project would explore the application of deep-learning models such as Large Language Models (LLM) to computer network defence. Deep learning has the potential to improve processes at various defensive stages including identification of assets and risk analysis; detection and mitigation of attacks; and automated response. The project scope is broad enough to allow the student to identify an area of interest.