GTC-DC 2019: Network-Aware Graph-Based Anomaly Detection on RAPIDS
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GTC-DC 2019: Network-Aware Graph-Based Anomaly Detection on RAPIDS
Aaron Sant-Miller, Booz Allen Hamilton; Will Badart, Booz Allen Hamilton
We’ll explain how most intrusion detection systems use traditional machine learning techniques that struggle to make use of network structure. We’ll introduce a graph-based anomaly detection program that produces inferences by fully leveraging the structure of the underlying system.