Read DeepFakes: Creation, Detection, and Impact

DeepFakes: Creation, Detection, and Impact

Loveleen Gaur

4.9/5 (29915 ratings)

Description:Deepfakes is a synthetic media that leverage powerful AI and ML techniques to generate fake visual and audio content that are extremely realistic and makes it very hard for a human to distinguish from the original ones. 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.Provides a technical introduction to deepfakes, its benefits, and the potential harmsPresents practical approaches of creation and detection of deepfakes using Deep Learning (DL) TechniquesDraws attention towards various challenging issues and societal impact of deepfakes with their existing solutionsIncludes research analysis in the domain of DL fakes for assisting the creation and detection of deepfakes applicationsDiscusses future research directions with emergence of deepfakes technologyThis book is aimed at graduate students, researchers and professionals in data science, artificial intelligence, computer vision, and machine learning.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with DeepFakes: Creation, Detection, and Impact. To get started finding DeepFakes: Creation, Detection, and Impact, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Format: PDF, EPUB & Kindle Edition

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ISBN: 1000649482

Description: Deepfakes is a synthetic media that leverage powerful AI and ML techniques to generate fake visual and audio content that are extremely realistic and makes it very hard for a human to distinguish from the original ones. 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.Provides a technical introduction to deepfakes, its benefits, and the potential harmsPresents practical approaches of creation and detection of deepfakes using Deep Learning (DL) TechniquesDraws attention towards various challenging issues and societal impact of deepfakes with their existing solutionsIncludes research analysis in the domain of DL fakes for assisting the creation and detection of deepfakes applicationsDiscusses future research directions with emergence of deepfakes technologyThis book is aimed at graduate students, researchers and professionals in data science, artificial intelligence, computer vision, and machine learning.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with DeepFakes: Creation, Detection, and Impact. To get started finding DeepFakes: Creation, Detection, and Impact, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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DeepFakes: Creation, Detection, and Impact

DeepFakes: Creation, Detection, and Impact

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