Can You Trust UBA? -- Evaluating Machine Learning Algorithms in Practice

  • TYPE: Keynote DATE: Tuesday, November 13, 2018 TIME: 17:20-17:40 LOCATION: Historische Kassenhalle
Conference Agenda

The promise of every security solution is to detect the next attack, but verifying that claim is almost impossible. Attacks are extremely rare and tend to change: the ability to catch attacks that happened in the past say little about the ability to find things that will happen in the future and those breached are unlikely to share information and data about how that happened. In this presentation I will show the different approaches and metrics we found to measure the efficiency of the unsupervised machine learning algorithms commonly used in UBA products.

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Peter Gyongyosi was the product manager of Balabit's User Behavior Analysis product and before that, its syslog-ng portfolio and joined the One Identity product team with the Balabit acquisition in early 2018. He is currently responsible for the Safeguard for Privileged Sessions and Privileged...


Session Links

Peter Gyongyosi - Can You Trust UBA? -- Evaluating Machine Learning Algorithms in Practice

Berlin, Germany


Cybersecurity Leadership Summit 2018 Europe

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€1200.00 $1500.00 S$1920.00 13200.00 kr
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  • Nov 12 - 14, 2018 Berlin, Germany