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Daron Yöndem http://daron.me @daronyondem

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• Out of the Box Anomaly Detection for Cloud Apps • Anomaly Detection in the world of IoT • Anomaly Detector for Everyone

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• Risky IP address • Login failures • Admin activity • Inactive accounts • Location • Impossible travel • Device and user agent • Activity rate

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• Entity behavioral analytics (UEBA) • Machine learning (ML)

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• Azure IoT Edge, Azure Stream Analytics offers built-in machine learning based anomaly detection • AnomalyDetection_SpikeAndDip and AnomalyDetection_ChangePoint

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An AI service that helps you foresee problems before they occur

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Microsoft Cloud App Security Product Page https://drn.fyi/375O6ML Anomaly Detection with Azure Stream Analytics and ML https://drn.fyi/33ZlpPu Online Playground for Anomaly Detector https://drn.fyi/2Qhqz5C Azure Anomaly Detector Video https://drn.fyi/2CHyl0z

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http://daron.me | @daronyondem Download slides here; http://decks.daron.me