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…