Patents by Inventor Guy Barnhart-Magen

Guy Barnhart-Magen 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: 20210319098
    Abstract: Techniques and apparatuses to harden AI systems against various attacks are provided. Among the different techniques and apparatuses, is provided, techniques and apparatuses that expand the domain for an inference model to include both visible classes and well as hidden classes. The hidden classes can be used to detect possible probing attacks against the model.
    Type: Application
    Filed: April 23, 2019
    Publication date: October 14, 2021
    Applicant: INTEL CORPORATION
    Inventors: OLEG POGORELIK, ALEX NAYSHTUT, OMER BEN-SHALOM, DENIS KLIMOV, RAIZY KELLERMANN, GUY BARNHART-MAGEN, VADIM SUKHOMLINOV
  • Publication number: 20190050564
    Abstract: An embodiment of a semiconductor package apparatus may include technology to perform run-time analysis of inputs and outputs of a machine learning model of an inference engine, detect an activity indicative of an attempt to retrieve the machine learning model based on the run-time analysis, and perform one or more preventive actions upon detection of the activity indicative of the attempted model retrieval. Other embodiments are disclosed and claimed.
    Type: Application
    Filed: July 12, 2018
    Publication date: February 14, 2019
    Applicant: Intel Corporation
    Inventors: Oleg Pogorelik, Alex Nayshtut, Ran Asher Cohen, Guy Barnhart-Magen