Patents by Inventor Avishek BOSE

Avishek BOSE 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).

  • Disruption of face detection
    Patent number: 11068745
    Abstract: Disruption of computerized face detection includes receiving a source image that contains a representation of a face and computing a perturbation for the source image. The perturbation is specific to the source image and is configured for a target face detector. A perturbed image is then generated by adding the perturbation to the source image and then the perturbed image may be outputted instead of the source image.
    Type: Grant
    Filed: September 14, 2018
    Date of Patent: July 20, 2021
    Assignee: DE-IDENTIFICATION LTD.
    Inventors: Avishek Bose, Parham Aarabi
  • Method and device for generative adversarial network training
    Patent number: 11062179
    Abstract: An electronic device for neural network training includes at least one processor and one or more memories configured to provide or train: a generative adversarial network (GAN) using a generator and a discriminator for: receiving a plurality of training cases; and training the generative adversarial network, based on the plurality of training cases, to classify the training cases; wherein the generator generates hard negative examples for the discriminator.
    Type: Grant
    Filed: November 2, 2018
    Date of Patent: July 13, 2021
    Assignee: ROYAL BANK OF CANADA
    Inventors: Avishek Bose, Yanshuai Cao
  • DISRUPTION OF FACE DETECTION
    Publication number: 20200089995
    Abstract: Disruption of computerized face detection includes receiving a source image that contains a representation of a face and computing a perturbation for the source image. The perturbation is specific to the source image and is configured for a target face detector. A perturbed image is then generated by adding the perturbation to the source image and then the perturbed image may be outputted instead of the source image.
    Type: Application
    Filed: September 14, 2018
    Publication date: March 19, 2020
    Inventors: Avishek BOSE, Parham AARABI
  • METHOD AND DEVICE FOR GENERATIVE ADVERSARIAL NETWORK TRAINING
    Publication number: 20190130221
    Abstract: An electronic device for neural network training includes at least one processor and one or more memories configured to provide or train: a generative adversarial network (GAN) using a generator and a discriminator for: receiving a plurality of training cases; and training the generative adversarial network, based on the plurality of training cases, to classify the training cases; wherein the generator generates hard negative examples for the discriminator.
    Type: Application
    Filed: November 2, 2018
    Publication date: May 2, 2019
    Inventors: Avishek BOSE, Yanshuai CAO