Machine Learning. Eigen Problems in Network Security.

Decomposition techniques permit reasoning about peta-scale network flow and DNS data.

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Security Metrics. Measure twice, graph cut once.

Netrisk uses tensor reduced network summaries to classify large-scale network traffic, allowing analysts to focus resources on operational health, quantify unknown risks, and identify lurking threats.

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Internet of Things. Checkmate.

Netrisk recovers the semantic behavior of applications, users, and devices on networks. This lets operators inventory IoT device and track updates.

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