Patents by Inventor Greg CROXFORD

Greg CROXFORD 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).

  • Systems and methods for automated filter recommendation for sigma rules
    Patent number: 12621330
    Abstract: System and method for automated filter determination of Sigma rules used in a malicious content detection system is provided. The system and method can include training a machine learning algorithm based on candidate sets that can be determined based on a plurality of sigma rules, and performing inference for a plurality candidate sets corresponding to a plurality of sigma rules based on the machine learning algorithm to detect malicious content.
    Type: Grant
    Filed: July 11, 2024
    Date of Patent: May 5, 2026
    Assignee: Morgan Stanley Services Group Inc.
    Inventors: Swapna Sourav Rout, Aman Gupta, Ravi Kumar Raju Gottumukkala, Greg Croxford
  • SYSTEMS AND METHODS FOR AUTOMATED FILTER RECOMMENDATION FOR SIGMA RULES
    Publication number: 20260019434
    Abstract: System and method for automated filter determination of Sigma rules used in a malicious content detection system is provided. The system and method can include training a machine learning algorithm based on candidate sets that can be determined based on a plurality of sigma rules, and performing inference for a plurality candidate sets corresponding to a plurality of sigma rules based on the machine learning algorithm to detect malicious content.
    Type: Application
    Filed: July 11, 2024
    Publication date: January 15, 2026
    Applicant: Morgan Stanley Services Group Inc.
    Inventors: Swapna Sourav ROUT, Aman GUPTA, Ravi Kumar Raju GOTTUMUKKALA, Greg CROXFORD