Patents Assigned to F.A.C.C.T. NETWORK SECURITY LLC
  • Patent number: 11960597
    Abstract: A method and a system for analysis of executable files are provided. The method comprises: obtaining a plurality of training executable files including at least one malicious executable file and at least one benign executable file; analyzing the plurality of training executable files to extract therefrom data including a plurality of features; transforming the data organizing the plurality of features in sets of features, a given one of which includes features of a respective predetermined type; identifying, in the given set of features, informative features indicative of a given training executable file being one of malicious and benign; combining, over the plurality of training executable files, for the respective predetermined data type, the informative features to generate at least one feature vector; and training, based on the at least one feature vector, at least one of classifier to determine if an in-use executable file is one of malicious and benign.
    Type: Grant
    Filed: August 31, 2021
    Date of Patent: April 16, 2024
    Assignee: F.A.C.C.T. NETWORK SECURITY LLC
    Inventor: Nikolay Prudkovskiy