Patents by Inventor Jonathan Shuai

Jonathan Shuai 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 for detecting trojans in an artificial network and method therof
    Patent number: 11556647
    Abstract: A system and method is provided that tests and determines whether candidate artificial intelligence model contains a Trojan from when it was trained and using the outcome determination of the Trojan to determine whether the candidate artificial intelligence model should be deployed. The system utilizes a first artificial intelligence that operates as a data generator and a second artificial intelligence that operates as a discriminator to determine whether the candidate artificial intelligence contains a Trojan. The first artificial intelligence combines sets of data with random Trojan triggers and the second artificial intelligence discriminates output classifications from the candidate artificial intelligence model to determine whether the Trojan is present based on probability outputs.
    Type: Grant
    Filed: March 30, 2020
    Date of Patent: January 17, 2023
    Assignee: BAE Systems Information and Electronic Systems Integration Inc.
    Inventors: Jonathan Shuai, Ty M. Danet, Kalyanaraman Vaidyanathan
  • SYSTEM FOR DETECTING TROJANS IN AN ARTIFICIAL NETWORK AND METHOD THEROF
    Publication number: 20210303686
    Abstract: A system and method is provided that tests and determines whether candidate artificial intelligence model contains a Trojan from when it was trained and using the outcome determination of the Trojan to determine whether the candidate artificial intelligence model should be deployed. The system utilizes a first artificial intelligence that operates as a data generator and a second artificial intelligence that operates as a discriminator to determine whether the candidate artificial intelligence contains a Trojan. The first artificial intelligence combines sets of data with random Trojan triggers and the second artificial intelligence discriminates output classifications from the candidate artificial intelligence model to determine whether the Trojan is present based on probability outputs.
    Type: Application
    Filed: March 30, 2020
    Publication date: September 30, 2021
    Inventors: Jonathan Shuai, Ty M. Danet, Kalyanaraman Vaidyanathan