eBook - ePub
DeepFakes
Creation, Detection, and Impact
Loveleen Gaur, Loveleen Gaur
This is a test
Share book
- 148 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
DeepFakes
Creation, Detection, and Impact
Loveleen Gaur, Loveleen Gaur
Book details
Table of contents
Citations
About This Book
Deepfakes is a synthetic media that leverage 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 from the original ones. Apart from 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 harms
- Presents practical approaches of creation and detection of DeepFakes using Deep Learning (DL) Techniques
- Draws attention towards various challenging issues and societal impact of DeepFakes with their existing solutions
- Includes research analysis in the domain of DL fakes for assisting the creation and detection of DeepFakes applications
- Discusses future research directions with emergence of DeepFakes technology
This book is aimed at graduate students, researchers and professionals in data science, artificial intelligence, computer vision, and machine learning.
Frequently asked questions
How do I cancel my subscription?
Can/how do I download books?
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
What is the difference between the pricing plans?
Both plans give you full access to the library and all of Perlegoâs features. The only differences are the price and subscription period: With the annual plan youâll save around 30% compared to 12 months on the monthly plan.
What is Perlego?
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, weâve got you covered! Learn more here.
Do you support text-to-speech?
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Is DeepFakes an online PDF/ePUB?
Yes, you can access DeepFakes by Loveleen Gaur, Loveleen Gaur in PDF and/or ePUB format, as well as other popular books in Informatik & Computergraphiken. We have over one million books available in our catalogue for you to explore.