Graph link prediction in computer networks using Poisson matrix factorisation

23 Sep 2020 Passino Francesco Sanna Turcotte Melissa J. M. Heard Nicholas A.

Graph link prediction is an important task in cyber-security: relationships between entities within a computer network, such as users interacting with computers, or system libraries and the corresponding processes that use them, can provide key insights into adversary behaviour. Poisson matrix factorisation (PMF) is a popular model for link prediction in large networks, particularly useful for its scalability... (read more)

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  • SOCIAL AND INFORMATION NETWORKS

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