Patents by Inventor Mikulá{hacek over (s)} Zelinka

Mikulá{hacek over (s)} Zelinka has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Gaussian autoencoder detection of network flow anomalies
    Patent number: 11297096
    Abstract: A method of identifying malicious activity in a computer data sequence includes providing provided the computer data sequence to a network configured to convert the computer data sequence from a high-dimensional space to a low-dimensional space, and processing the computer data sequence in the low-dimensional space to generate an approximately Gaussian distribution. The processed computer data sequence converted to the low dimensional space is evaluated relative to the approximately Gaussian distribution to determine whether the computer data sequence is likely malicious or likely benign, and an output is provided indicating whether the computer data sequence is likely malicious or likely benign.
    Type: Grant
    Filed: September 26, 2019
    Date of Patent: April 5, 2022
    Assignee: Avast Software, s.r.o.
    Inventors: Petr Gronát, Mikulá{hacek over (s)} Zelinka
  • GAUSSIAN AUTOENCODER DETECTION OF NETWORK FLOW ANOMALIES
    Publication number: 20200106805
    Abstract: A method of identifying malicious activity in a computer data sequence includes providing provided the computer data sequence to a network configured to convert the computer data sequence from a high-dimensional space to a low-dimensional space, and processing the computer data sequence in the low-dimensional space to generate an approximately Gaussian distribution. The processed computer data sequence converted to the low dimensional space is evaluated relative to the approximately Gaussian distribution to determine whether the computer data sequence is likely malicious or likely benign, and an output is provided indicating whether the computer data sequence is likely malicious or likely benign.
    Type: Application
    Filed: September 26, 2019
    Publication date: April 2, 2020
    Inventors: Petr Gronát, Mikulá{hacek over (s)} Zelinka