{
  "patent_number": "US 12248556",
  "country": "US",
  "title": "Authenticator-integrated generative adversarial network (GAN) for secure deepfake generation",
  "original_title": "Authenticator-integrated generative adversarial network (GAN) for secure deepfake generation",
  "summary": "",
  "what_it_does": "An apparatus to facilitate an authenticator-integrated generative adversarial network (GAN) for secure deepfake generation is disclosed. The apparatus includes one or more processors to: generate, by a generative neural network, samples based on feedback received from a discriminator neural network and from an authenticator neural network, the generative neural network aiming to trick the discriminator neural network to identify the generated samples as real content samples; digest, by the authenticator neural network, the real content samples, the generated samples from the generative neural network, and an authentication code; embed, by the authenticator neural network, the authentication code into the generated samples from the generative neural network by contributing to a generator loss provided to the generative neural network; generate, by the generative neural network, content comprising the embedded authentication code; and verify, by the authenticator neural network, the content based on the embedded authentication code.",
  "what_it_does_not_cover": [],
  "filed": "2021-06-23",
  "granted": "2025-03-11",
  "expires": "2041-06-23",
  "status": "active",
  "holder": "Intel",
  "holder_url": "https://patentbrief.org/company/intel",
  "inventors": [
    {
      "name": "Ilke Demir",
      "url": "https://patentbrief.org/inventor/ilke-demir"
    },
    {
      "name": "Carl S. Marshall",
      "url": "https://patentbrief.org/inventor/carl-s-marshall"
    },
    {
      "name": "Satyam Srivastava",
      "url": "https://patentbrief.org/inventor/satyam-srivastava"
    },
    {
      "name": "Steven Gans",
      "url": "https://patentbrief.org/inventor/steven-gans"
    }
  ],
  "times_cited": 0,
  "tags": [],
  "abstract": "An apparatus to facilitate an authenticator-integrated generative adversarial network (GAN) for secure deepfake generation is disclosed. The apparatus includes one or more processors to: generate, by a generative neural network, samples based on feedback received from a discriminator neural network and from an authenticator neural network, the generative neural network aiming to trick the discriminator neural network to identify the generated samples as real content samples; digest, by the authenticator neural network, the real content samples, the generated samples from the generative neural network, and an authentication code; embed, by the authenticator neural network, the authentication code into the generated samples from the generative neural network by contributing to a generator loss provided to the generative neural network; generate, by the generative neural network, content comprising the embedded authentication code; and verify, by the authenticator neural network, the content based on the embedded authentication code.",
  "url": "https://patentbrief.org/patent/us/12248556/authenticator-integrated-generative-adversarial-network-gan-for-secure-deepfake-",
  "markdown_url": "https://patentbrief.org/patent/us/12248556/authenticator-integrated-generative-adversarial-network-gan-for-secure-deepfake-/md",
  "google_patents_url": "https://patents.google.com/patent/US12248556",
  "relatedPatents": []
}