Description
Taylor and Francis Ltd Deepfakes 1st Edition 2022 Hardbound by Gaur, Loveleen
Provides a technical introduction to deepfakes, its benefits, and the potential harms _x000D__x000D__x000D__x000D_Presents practical approaches of creation and detection of deepfakes using Deep Learning (DL) Techniques _x000D__x000D__x000D__x000D_Draws attention towards various challenging issues and societal impact of deepfakes with their existing solutions _x000D__x000D__x000D__x000D_Includes research analysis in the domain of DL fakes for assisting the creation and detection of deepfakes applications _x000D__x000D__x000D__x000D_Discusses future research directions with emergence of deepfakes technology_x000D_ _x000D_
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_x000D_