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One Class Support Vector Machines for Detecting Anomalous Windows Registry Accesses

One Class Support Vector Machines for Detecting Anomalous Windows Registry Accesses. Krysta Svore Joint Work with Katherine Heller, Angelos Keromytis, and Salvatore Stolfo. Anomaly Detection. We would like to be able to detect anomalous behavior by monitoring Windows registry queries

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One Class Support Vector Machines for Detecting Anomalous Windows Registry Accesses