Patents by Inventor Sonam Bothra

Sonam Bothra 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).

  • Methods and apparatus to detect adversarial malware
    Patent number: 11200318
    Abstract: Methods and apparatus to detect adversarial malware are disclosed. An example adversarial malware detector includes a machine learning engine to classify a first feature representation representing features of a program as benign or malware, a feature perturber to, when the first feature representation is classified as benign, remove a first one of the features to form a second feature representation, and a decider to classify the program as adversarial malware when the machine learning engine classifies the second feature representation as malware.
    Type: Grant
    Filed: December 28, 2018
    Date of Patent: December 14, 2021
    Assignee: McAfee, LLC
    Inventors: Yonghong Huang, Raj Vardhan, Celeste R. Fralick, Gabriel G. Infante-Lopez, Dattatraya Kulkarni, Srikanth Nalluri, Sonam Bothra
  • METHODS AND APPARATUS TO DETECT ADVERSARIAL MALWARE
    Publication number: 20200210575
    Abstract: Methods and apparatus to detect adversarial malware are disclosed. An example adversarial malware detector includes a machine learning engine to classify a first feature representation representing features of a program as benign or malware, a feature perturber to, when the first feature representation is classified as benign, remove a first one of the features to form a second feature representation, and a decider to classify the program as adversarial malware when the machine learning engine classifies the second feature representation as malware.
    Type: Application
    Filed: December 28, 2018
    Publication date: July 2, 2020
    Inventors: Yonghong Huang, Raj Vardhan, Celeste R. Fralick, Gabriel G. Infante-Lopez, Dattatraya Kulkarni, Srikanth Nalluri, Sonam Bothra