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...
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press, Taylor & Francis Group
2023
|
| Ausgabe: | First edition |
| Schlagworte: | |
| Zusammenfassung: | "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"-- |
| Beschreibung: | 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 & Ectypes |
| Beschreibung: | xviii, 147 Seiten Illustrationen, Diagramme |
| ISBN: | 9781032139203 9781032139234 |
Internformat
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| 245 | 1 | 0 | |a DeepFakes |b creation, detection, and impact |c edited by Loveleen Gaur |
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| 500 | |a 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 & Ectypes | ||
| 520 | 3 | |a "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"-- | |
| 650 | 7 | |a Electrical engineering |2 bicssc | |
| 650 | 7 | |a Automatic control engineering |2 bicssc | |
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| 650 | 7 | |a Image processing |2 bicssc | |
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Datensatz im Suchindex
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| discipline | Allgemeines Soziologie Politologie |
| discipline_str_mv | Allgemeines Soziologie Politologie |
| edition | First edition |
| format | Book |
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| id | DE-604.BV048554188 |
| illustrated | Illustrated |
| index_date | 2024-07-03T20:58:13Z |
| indexdate | 2024-07-10T09:41:19Z |
| institution | BVB |
| isbn | 9781032139203 9781032139234 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033930485 |
| oclc_num | 1345279853 |
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| owner | DE-29T DE-188 |
| owner_facet | DE-29T DE-188 |
| physical | xviii, 147 Seiten Illustrationen, Diagramme |
| publishDate | 2023 |
| publishDateSearch | 2023 |
| publishDateSort | 2023 |
| publisher | CRC Press, Taylor & Francis Group |
| record_format | marc |
| spelling | DeepFakes creation, detection, and impact edited by Loveleen Gaur Deepfakes First edition Boca Raton ; London ; New York CRC Press, Taylor & Francis Group 2023 xviii, 147 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier 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 & Ectypes "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"-- Electrical engineering bicssc Automatic control engineering bicssc Information technology - general issues bicssc Image processing bicssc COMPUTERS / Machine Theory bisacsh TECHNOLOGY & ENGINEERING / Electrical bisacsh TECHNOLOGY & ENGINEERING / Imaging Systems bisacsh Deepfake (DE-588)1245589288 gnd rswk-swf Desinformation (DE-588)4252093-9 gnd rswk-swf Deepfake (DE-588)1245589288 s Desinformation (DE-588)4252093-9 s DE-604 Gaur, Loveleen (DE-588)1295680831 edt Erscheint auch als Online-Ausgabe 978-1-003-23149-3 |
| spellingShingle | DeepFakes creation, detection, and impact Electrical engineering bicssc Automatic control engineering bicssc Information technology - general issues bicssc Image processing bicssc COMPUTERS / Machine Theory bisacsh TECHNOLOGY & ENGINEERING / Electrical bisacsh TECHNOLOGY & ENGINEERING / Imaging Systems bisacsh Deepfake (DE-588)1245589288 gnd Desinformation (DE-588)4252093-9 gnd |
| subject_GND | (DE-588)1245589288 (DE-588)4252093-9 |
| title | DeepFakes creation, detection, and impact |
| title_alt | Deepfakes |
| title_auth | DeepFakes creation, detection, and impact |
| title_exact_search | DeepFakes creation, detection, and impact |
| title_exact_search_txtP | DeepFakes creation, detection, and impact |
| title_full | DeepFakes creation, detection, and impact edited by Loveleen Gaur |
| title_fullStr | DeepFakes creation, detection, and impact edited by Loveleen Gaur |
| title_full_unstemmed | DeepFakes creation, detection, and impact edited by Loveleen Gaur |
| title_short | DeepFakes |
| title_sort | deepfakes creation detection and impact |
| title_sub | creation, detection, and impact |
| topic | Electrical engineering bicssc Automatic control engineering bicssc Information technology - general issues bicssc Image processing bicssc COMPUTERS / Machine Theory bisacsh TECHNOLOGY & ENGINEERING / Electrical bisacsh TECHNOLOGY & ENGINEERING / Imaging Systems bisacsh Deepfake (DE-588)1245589288 gnd Desinformation (DE-588)4252093-9 gnd |
| topic_facet | Electrical engineering Automatic control engineering Information technology - general issues Image processing COMPUTERS / Machine Theory TECHNOLOGY & ENGINEERING / Electrical TECHNOLOGY & ENGINEERING / Imaging Systems Deepfake Desinformation |
| work_keys_str_mv | AT gaurloveleen deepfakescreationdetectionandimpact AT gaurloveleen deepfakes |