Patents by Inventor Sonali Sen BAIDYA

Sonali Sen BAIDYA 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).

  • Publication number: 20220303290
    Abstract: A device may receive training data simulating different types of software-defined network (SDN) attacks or anomalies and may train a machine learning model with the training data to generate a trained machine learning model. The device may receive SDN data from multiple SDN controllers and multiple SDN devices of an SDN network and may perform natural language processing on the SDN data to clean the SDN data and generate clean SDN data. The device may process the clean SDN data, with the trained machine learning model, to identify an attack on the SDN network or one or more anomalies in the SDN data and may perform one or more actions based on the attack on the SDN network or the one or more anomalies in the SDN data.
    Type: Application
    Filed: March 22, 2021
    Publication date: September 22, 2022
    Applicant: Verizon Patent and Licensing Inc.
    Inventors: Sonali Sen BAIDYA, Abhishek BAIDYA