3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CR2021
SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel
Thomas Cochrane, Peter Foster, Varun Chhabra +3
The development of machine learning algorithms in the cyber security domain has been impeded by the complex, hierarchical, sequential and multimodal nature of the data involved. In…
cs.LG2020★ 3 cited
Dimensionless Anomaly Detection on Multivariate Streams with Variance Norm and Path Signature
Zhen Shao, Ryan Sze-Yin Chan, Thomas Cochrane +2
In this paper, we propose a dimensionless anomaly detection method for multivariate streams. Our method is independent of the unit of measurement for the different stream channels,…