Patents by Inventor Balamurugan Rajagopalan

Balamurugan Rajagopalan 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).

  • System and method for identifying phishing cyber-attacks through deep machine learning via a convolutional neural network (CNN) engine
    Patent number: 10834128
    Abstract: The presently disclosed subject matter includes a system for the detection of phishing cyber-attacks based on an application of deep machine learning techniques including the implementation of a deep convolutional neural network to determine whether a web element associated with a uniform resource locator is part of a phishing cyber-attack. The system produces a notification indicative of the phishing cyber-attack when a positive match between the uniform resource locator and the phishing cyber-attack is determined. The convolutional neural network is retrained at periodic time intervals with new datasets retrieved by an automated dataset collector and thus, improves the detection of zero-days cyber-attacks.
    Type: Grant
    Filed: June 8, 2018
    Date of Patent: November 10, 2020
    Assignee: FireEye, Inc.
    Inventors: Balamurugan Rajagopalan, Rahul Mohandas, Santhosh Kumar Ramachandran, Vamshi Kumar Kurva