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Deepfakes : creation, detection, and impact /

"Apart from technological introduction to deepfakes concept, the book details algorithms to detect deepfakes, techniques for identifying manipulated content and identifying face swap, generative adversarial neural networks, media forensic techniques, deep learning architectures, forensic analys...

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Bibliographic Details
Corporate Author: Taylor & Francis
Other Authors: Gaur, Loveleen (Editor)
Format: eBook
Language:English
Published: Boca Raton : CRC Press, Taylor & Francis Group, 2023.
Edition:First edition.
Subjects:
Deepfakes.
Disinformation > Prevention.
Disinformation > Social aspects.
Désinformation > Aspect social.
Deepfakes
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • 1. Introduction to deepfake technologies
  • 2. Deepfakes: a systematic review and bibliometric analysis
  • 3. Deep learning techniques for creation of deepfakes
  • 4. Analyzing deepfakes videos by face warping artifacts
  • 5. Development of image translating model to counter adversarial attacks
  • 6. Detection of deepfakes using local features and convolutional neural network
  • 7. Deepfakes: positive cases
  • 8. Threats and challenges by deepfake technology
  • 9. Deepfakes, media, and societal impacts
  • 10. Fake news detection using machine learning
  • 11. Future of deepfakes and ectypes.