Deepfakes Creation Detection And Impact Loveleen Gaur by Loveleen Gaur 9781032139203, 103213920X instant download after payment.

DeepFakes is a synthetic media that leverages powerful Artificial Intelligence (AI) and machine learning (ML) techniques to generate fake visual and audio content that are extremely realistic, thus making it very hard for a human to distinguish it from the original ones. Apart from a technological introduction to the 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 harmsThis book is aimed at graduate students, researchers, and professionals in data science, AI, computer vision, and machine learning.Presents practical approaches of creation and detection of DeepFakes using Deep Learning (DL) techniquesDraws attention toward 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 the emergence of DeepFakes technology