PHDays video




Machine Learning Technique to Detect Generated Domain Names

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Author: Alexander Kolokoltsev

This talk focuses on the machine learning techniques used to detect domain names generated by the domain generation algorithm (DGA). For solution, an n-gram analysis is suggested. The speaker will describe in detail a domain name analyzer that has 98.5% accuracy.

  • Language
  • Russian

Alexander Kolokoltsev, a specialist at Positive Research Center, specializes in the development of attack detection techniques. He is engaged in applying machine learning algorithms to DGA detection and developing malware classification based on the behavior analysis.

Alexander Kolokoltsev Alexander Kolokoltsev

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