Patents by Inventor Csaba NEMES

Csaba NEMES 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: 11004169
    Abstract: Methods and apparatus, including computer program products, are provided for watermarking neural networks. In some embodiments, there may be provided a method. The method may include determining, for a neural network, an activation layer output by a hidden layer of the neural network. The method may include selecting a watermarking process. The method may include applying the selected watermarking process to the activation layer output to generate a key. The method may include storing, for the neural network to enable detection of copying of the neural network, the selected watermarking process and the key. Related systems, methods, and articles of manufacture are also described.
    Type: Grant
    Filed: August 27, 2019
    Date of Patent: May 11, 2021
    Assignee: Nokia Technologies Oy
    Inventors: Csaba Nemes, Sándor Jordán
  • Publication number: 20200074581
    Abstract: Methods and apparatus, including computer program products, are provided for watermarking neural networks. In some embodiments, there may be provided a method. The method may include determining, for a neural network, an activation layer output by a hidden layer of the neural network. The method may include selecting a watermarking process. The method may include applying the selected watermarking process to the activation layer output to generate a key. The method may include storing, for the neural network to enable detection of copying of the neural network, the selected watermarking process and the key. Related systems, methods, and articles of manufacture are also described.
    Type: Application
    Filed: August 27, 2019
    Publication date: March 5, 2020
    Inventors: Csaba NEMES, SÁNDOR JORDÁN
  • Publication number: 20190306766
    Abstract: A method in a telecommunications network, the network including at least one service area, the method comprising: at the network, distributing a mobile edge computing server within a corresponding one of the service areas; at the mobile edge computing server, distributing at least one access point within the corresponding service area; and at the mobile edge computing server, determining a mobile edge computing area within the corresponding service area; wherein at least one of the access points is located within a corresponding one of the mobile edge computing areas.
    Type: Application
    Filed: June 6, 2016
    Publication date: October 3, 2019
    Applicant: NOKIA SOLUTIONS AND NETWORKS OY
    Inventors: Istvan KETYKO, Csaba NEMES, Laszlo KECSKES, Gabor ORAVECZ