Patents by Inventor Pascal Zimmer

Pascal Zimmer 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).

  • Patent number: 12353549
    Abstract: A method for thwarting attacks on a machine-learning (ML) model is provided. The method includes determining, by the ML model, a classification vector based on an input. The method further includes evaluation the classification vector based on a threshold parameter to determine a threshold result. The method also includes outputting a classification prediction based on the threshold result.
    Type: Grant
    Filed: November 16, 2022
    Date of Patent: July 8, 2025
    Assignee: NEC CORPORATION
    Inventors: Giorgia Marson, Sebastien Andreina, Pascal Zimmer, Ghassan Karame
  • Publication number: 20240045959
    Abstract: A method for thwarting attacks on a machine-learning (ML) model is provided. The method includes determining, by the ML model, a classification vector based on an input. The method further includes evaluation the classification vector based on a threshold parameter to determine a threshold result. The method also includes outputting a classification prediction based on the threshold result.
    Type: Application
    Filed: November 16, 2022
    Publication date: February 8, 2024
    Inventors: Giorgia Marson, Sebastien Andreina, Pascal Zimmer, Ghassan Karame
  • Patent number: 4994481
    Abstract: The invention relates to a method of use of diphenylhydantoin and its derivatives for the treatment of AIDS. The invention further relates to a pharmaceutical composition which is useful for such treatment.The compounds which are used according to the invention exert a specific masking effect on specific receptors of the lymphocytes and are thus in a position to prevent a virus attack on the lymphocytes.
    Type: Grant
    Filed: March 6, 1987
    Date of Patent: February 19, 1991
    Inventors: Pascal Zimmer, Hans A. Lehr