Patents by Inventor Eric SMYTH

Eric SMYTH 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).

  • Automated machine learning scheme for software exploit prediction
    Patent number: 10264009
    Abstract: A predictive engine for analyzing existing vulnerability information to determine the likelihood of a vulnerability being exploited by malicious actors against a particular computer or network of computers. The predictive engine relies on multiple data sources providing historical vulnerability information, a plurality of predictive models, and periodic retraining of the prediction ensemble utilizing predictive models. Modeling schemes may also be used when retraining the predictive models forming the prediction ensemble.
    Type: Grant
    Filed: July 26, 2016
    Date of Patent: April 16, 2019
    Assignee: BOOZ ALLEN HAMILTON INC.
    Inventors: Eric Smyth, Aaron Sant-Miller, Kevin Field
  • AUTOMATED MACHINE LEARNING SCHEME FOR SOFTWARE EXPLOIT PREDICTION
    Publication number: 20180034842
    Abstract: A predictive engine for analyzing existing vulnerability information to determine the likelihood of a vulnerability being exploited by malicious actors against a particular computer or network of computers. The predictive engine relies on multiple data sources providing historical vulnerability information, a plurality of predictive models, and periodic retraining of the prediction ensemble utilizing predictive models. Modeling schemes may also be used when retraining the predictive models forming the prediction ensemble.
    Type: Application
    Filed: July 26, 2016
    Publication date: February 1, 2018
    Applicant: Booz Allen Hamilton Inc.
    Inventors: Eric SMYTH, Aaron SANT-MILLER, Kevin FIELD