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cs.LG2022
Topological Data Analysis for Anomaly Detection in Host-Based Logs
Thomas Davies
Topological Data Analysis (TDA) gives practioners the ability to analyse the global structure of cybersecurity data. We use TDA for anomaly detection in host-based logs collected w…
cs.CR2022
A Review of Topological Data Analysis for Cybersecurity
Thomas Davies
In cybersecurity it is often the case that malicious or anomalous activity can only be detected by combining many weak indicators of compromise, any one of which may not raise susp…