Patents by Inventor Maksim Shudrak

Maksim Shudrak 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).

  • Dimensionality reduction based on functionality
    Patent number: 11295013
    Abstract: An apparatus, a computer program product and a method for dimensionality reduction comprising: obtaining a set of Application Programming Interface (API) functions of a system invocable by a program, and a set of artifacts. Each artifact is associated with at least one API function and indicative of a functionality thereof. The method further comprising: clustering the API functions based on an analysis of the artifacts to create a set of clusters smaller than the set of API functions, such that each cluster comprises API functions having a similar functionality; and performing a dimensionality reduction to a feature vector using the set of clusters.
    Type: Grant
    Filed: December 11, 2017
    Date of Patent: April 5, 2022
    Assignee: International Business Machines Corporation
    Inventors: Fady Copty, Ayman Jarrous, Tamer Salman, Maksim Shudrak
  • DIMENSIONALITY REDUCTION BASED ON FUNCTIONALITY
    Publication number: 20190180029
    Abstract: An apparatus, a computer program product and a method for dimensionality reduction comprising: obtaining a set of Application Programming Interface (API) functions of a system invocable by a program, and a set of artifacts. Each artifact is associated with at least one API function and indicative of a functionality thereof. The method further comprising: clustering the API functions based on an analysis of the artifacts to create a set of clusters smaller than the set of API functions, such that each cluster comprises API functions having a similar functionality; and performing a dimensionality reduction to a feature vector using the set of clusters.
    Type: Application
    Filed: December 11, 2017
    Publication date: June 13, 2019
    Inventors: Fady Copty, Ayman Jarrous, Tamer Salman, Maksim Shudrak