165 citations · 287 across the 4 of their papers we have counts for
3 papers · 1 filter
Statistical Modelling of Computer Network Traffic Event Times
Matthew Price-Williams, Nick Heard
This paper introduces a statistical model for the arrival times of connection events in a computer network. Edges between nodes in a network can be interpreted and modelled as poin…
Detecting periodic subsequences in cyber security data
Matthew Price-Williams, Nick Heard, Melissa Turcotte
Statistical approaches to cyber-security involve building realistic probability models of computer network data. In a data pre-processing phase, separating automated events from th…
Bayesian anomaly detection methods for social networks
Nicholas A. Heard, David J. Weston, Kiriaki Platanioti +1
Learning the network structure of a large graph is computationally demanding, and dynamically monitoring the network over time for any changes in structure threatens to be more cha…