Patents by Inventor Aleksandr Poliakov

Aleksandr Poliakov 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).

  • Combination of protection measures for artificial intelligence applications against artificial intelligence attacks
    Patent number: 11275841
    Abstract: A method and system of protecting an artificial intelligence (AI) application are provided. Parameters of the AI application are identified. An assessment of a vulnerability of the AI application is performed, including: applying a combination of protection measures comprising two or more protection measures against at least two different attacks and at least one dataset, and determining whether the combination of protection measures is successful in defending the AI application. A target configuration of an AI model to protect the AI application is determined based on the assessed vulnerability of the AI application. An AI enhanced algorithm is determined to adjust the AI model to include a combination of most computationally efficient defenses based on the target configuration. The adjusted AI model is used to protect the AI application.
    Type: Grant
    Filed: September 9, 2019
    Date of Patent: March 15, 2022
    Assignee: ADVERSA AI LTD
    Inventor: Aleksandr Poliakov
  • Combination of Protection Measures for Artificial Intelligence Applications Against Artificial Intelligence Attacks
    Publication number: 20200082097
    Abstract: A method and system of protecting an artificial intelligence (AI) application are provided. Parameters of the AI application are identified. An assessment of a vulnerability of the AI application is performed, including: applying a combination of protection measures comprising two or more protection measures against at least two different attacks and at least one dataset, and determining whether the combination of protection measures is successful in defending the AI application. A target configuration of an AI model to protect the AI application is determined based on the assessed vulnerability of the AI application. An AI enhanced algorithm is determined to adjust the AI model to include a combination of most computationally efficient defenses based on the target configuration. The adjusted AI model is used to protect the AI application.
    Type: Application
    Filed: September 9, 2019
    Publication date: March 12, 2020
    Inventor: Aleksandr Poliakov