Deep Learning Methods for the Analysis of Cyber Behaviour and Detection of Cyber Risk (EPSRC ICASE / AIRBUS)

Lead Research Organisation: Cardiff University
Department Name: Computer Science

Abstract

The project will investigate deep learning techniques for the discovery of deviant and/or malicious behaviour on the Web that could lead to increased cyber-physical risk. This will be cross cutting for software (i.e. online malware) and social actors expressing social tension, and be applicable to both. Methodologically, the focus will be on deep neural nets and temporal learning, improving the ability to learn behaviour over time and propagate error to improve prediction of deviant or malicious behaviour.

Publications


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Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/P510452/1 01/10/2016 30/09/2021
1852525 Studentship EP/P510452/1 01/10/2016 30/09/2020 Matilda Rhode