Deepfakes : creation, detection, and impact / edited by Loveleen Gaur.
| Other author | Gaur, Loveleen editor. |
| Format | Book |
| Edition | First edition. |
| Publication | Boca Raton, FL : CRC Press, 2023. |
| Copyright Date | ©2023 |
| Description | xviii, 147 pages : illustrations ; 24 cm |
| Supplemental Content | Ebook Central |
| Subjects |
| Variant title | Deep fakes |
| 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 -- 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. |
| Abstract | "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 analysis of deepfakes and so forth"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Issued in other form | Online version: Deepfakes First edition. Boca Raton : CRC Press, 2023 9781003231493 |
| LCCN | 2022013398 |
| ISBN | 9781032139203 (hardcover) |
| ISBN | 103213920X (hardcover) |
| ISBN | 9781032139234 (paperback) |
| ISBN | 1032139234 (paperback) |
| ISBN | (electronic book) |
| ISBN | (electronic book) |
| ISBN | (electronic book) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |