Patents by Inventor Birender Singh

Birender Singh 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).

  • Machine Learning-based user and entity behavior analysis for network security
    Publication number: 20210392146
    Abstract: Systems and methods include utilizing a grouping model to identify a function of a user of a tenant; utilizing one or more behavior models to identify normal behavior and abnormal behavior of the user based on the function; and utilizing an orchestration model with a plurality of rules to score one or more of current and historical behavior of the user, based on the one or more behavior models; and utilizing an active learning model to improve the efficiency of the orchestration model The systems and methods can further include causing a security technique based on the score. The systems and methods can further include providing feedback based on the score to the one or more behavior models.
    Type: Application
    Filed: June 16, 2020
    Publication date: December 16, 2021
    Inventors: Dianhuan Lin, Changsha Ma, Xuan Qi, Rex Shang, Douglas A. Koch, Birender Singh, Howie Xu