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Generating a New Reality: From Autoencoders and Adversarial Networks to Deepfakes, Lanham Micheal


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Автор: Lanham Micheal
Название:  Generating a New Reality: From Autoencoders and Adversarial Networks to Deepfakes
ISBN: 9781484270912
Издательство: Springer
Классификация:

ISBN-10: 1484270916
Обложка/Формат: Paperback
Страницы: 321
Вес: 0.59 кг.
Дата издания: 30.07.2021
Язык: English
Издание: 1st ed.
Иллюстрации: 120 illustrations, black and white; xvii, 321 p. 120 illus.
Размер: 25.40 x 17.81 x 1.80 cm
Читательская аудитория: Professional & vocational
Подзаголовок: From autoencoders and adversarial networks to deepfakes
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Beginning-Intermediate user l;evel


DeepFake Technology: Complete Guide to Deepfakes, Politics and Social Media

Автор: Young Nobert
Название: DeepFake Technology: Complete Guide to Deepfakes, Politics and Social Media
ISBN: 107849469X ISBN-13(EAN): 9781078494694
Издательство: Неизвестно
Цена: 2233.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book tells of what would be the future of fake news using Deepfakes - a very powerful wave of technologies that would be employed to control and manipulate disinformation as well as disrupt the political process for the 2020 election. With all the laws and bans on circulation of fake news, the problem with online disinformation is nowhere getting better. The role of social media in the upcoming 2020 presidential election as well as other major political events in the world cannot be undermined. With the increase and upgrade in technologies, we will soon be piloting technologies like machine learning, human-like automated voice systems, interactive memes, deepfake artificial intelligence videos, and images, as well as augmented and virtual reality. Celebrities and political figures overtime have been the target of Deepfake videos and these videos have been created purposely to cause misinformation and distortion of facts and truth. Deepfake is a technology that uses Artificial Intelligence to produce or edit contents of a video or an image to show something that never happened. This book would teach you all you need to know about Deep Fakes starting from its discovery to the several bans on Deep Fake apps as well as the threat of Deepfakes both in politics and the society at large.From this well-loaded book, you will get: -Introduction to Deep Learning revolution and artificial intelligence. -Step by step guide on how to deepfake as well as processes involved in deepfaking. -Deep fakes apps like FakeApps, Githubs as well as how to install and use them.-How to identify fake videos and images. -Impact of DeepFake on politics, social media and society as a whole. -Legal Landscape for Deepfake-Real examples of the application of DeepFake.-And lots more Prepare yourself for what is ahead by getting a copy of this book now.

Generative Adversarial Networks for Image Generation

Автор: Mao Xudong, Li Qing
Название: Generative Adversarial Networks for Image Generation
ISBN: 981336047X ISBN-13(EAN): 9789813360471
Издательство: Springer
Цена: 20962.00 р.
Наличие на складе: Поставка под заказ.

Описание: This book is intended for periodontal residents and practicing periodontists who wish to incorporate the principles of moderate sedation into daily practice. Comprehensive airway management and rescue skills are then documented in detail so that the patient may be properly managed in the event that the sedation progresses beyond the intended level.

Generative Adversarial Networks Cookbook

Автор: Kalin Josh
Название: Generative Adversarial Networks Cookbook
ISBN: 1789139902 ISBN-13(EAN): 9781789139907
Издательство: Неизвестно
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Цена: 9010.00 р.
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Описание: Generative Adversarial Networks have opened up many new possibilities in the machine learning domain. This book is all you need to implement different types of GANs using TensorFlow and Keras, in order to provide optimized and efficient deep learning solutions.

Hands-On Generative Adversarial Networks with Keras

Автор: Valle Rafael
Название: Hands-On Generative Adversarial Networks with Keras
ISBN: 1789538203 ISBN-13(EAN): 9781789538205
Издательство: Неизвестно
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Цена: 8091.00 р.
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Описание: This book will explore deep learning and generative models, and their applications in artificial intelligence. You will learn to evaluate and improve your GAN models by eliminating challenges that are encountered in real-world applications. You will implement GAN architectures in various domains such as computer vision, NLP, and audio processing

Generative Adversarial Networks For Image-To-Image Translation

Автор: Solanki, Arun
Название: Generative Adversarial Networks For Image-To-Image Translation
ISBN: 0128235195 ISBN-13(EAN): 9780128235195
Издательство: Elsevier Science
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Цена: 22065.00 р.
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Описание: Generative Adversarial Networks (GAN) have started a revolution in Deep Learning, and today GAN is one of the most researched topics in Artificial Intelligence. Generative Adversarial Networks for Image-to-Image Translation provides a comprehensive overview of the GAN (Generative Adversarial Network) concept starting from the original GAN network to various GAN-based systems such as Deep Convolutional GANs (DCGANs), Conditional GANs (cGANs), StackGAN, Wasserstein GANs (WGAN), cyclical GANs, and many more. The book also provides readers with detailed real-world applications and common projects built using the GAN system with respective Python code. A typical GAN system consists of two neural networks, i.e., generator and discriminator. Both of these networks contest with each other, similar to game theory. The generator is responsible for generating quality images that should resemble ground truth, and the discriminator is accountable for identifying whether the generated image is a real image or a fake image generated by the generator. Being one of the unsupervised learning-based architectures, GAN is a preferred method in cases where labeled data is not available. GAN can generate high-quality images, images of human faces developed from several sketches, convert images from one domain to another, enhance images, combine an image with the style of another image, change the appearance of a human face image to show the effects in the progression of aging, generate images from text, and many more applications. GAN is helpful in generating output very close to the output generated by humans in a fraction of second, and it can efficiently produce high-quality music, speech, and images.

Hands-On Generative Adversarial Networks with PyTorch 1.x

Автор: Hany John, Walters Greg
Название: Hands-On Generative Adversarial Networks with PyTorch 1.x
ISBN: 1789530512 ISBN-13(EAN): 9781789530513
Издательство: Неизвестно
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Цена: 8091.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book will help you understand how GANs architecture works using PyTorch. You will get familiar with the most flexible deep learning toolkit and use it to transform ideas into actual working codes. You will apply GAN models to areas like computer vision, multimedia and natural language processing using a sample-generation perspective.

Generative Adversarial Networks Projects

Автор: Ahirwar Kailash
Название: Generative Adversarial Networks Projects
ISBN: 1789136679 ISBN-13(EAN): 9781789136678
Издательство: Неизвестно
Рейтинг:
Цена: 9010.00 р.
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Описание: In this book, we will use different complexities of datasets in order to build end-to-end projects. With every chapter, the level of complexity and operations will become advanced. It consists of 8 full-fledged projects covering approaches such as 3D-GAN, Age-cGAN, DCGAN, SRGAN, StackGAN, and CycleGAN with real-world use cases.

Isolate or Engage: Adversarial States, US Foreign Policy, and Public Diplomacy

Автор: Geoffrey Wiseman
Название: Isolate or Engage: Adversarial States, US Foreign Policy, and Public Diplomacy
ISBN: 0804793883 ISBN-13(EAN): 9780804793889
Издательство: Mare Nostrum (Eurospan)
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Цена: 16302.00 р.
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Описание:

The U.S. government has essentially two choices when dealing with adversarial states: isolate them or engage them. Isolate or Engage systematically examines the challenges to and opportunities for U.S. diplomatic relations with nine intensely adversarial states--China, Cuba, Iran, Libya, North Korea, U.S.S.R./Russia, Syria, Venezuela, and Vietnam: states where the situation is short of conventional war and where the U.S. maintains limited or no formal diplomatic relations with the government.

In such circumstances, "public diplomacy"--the means by which the U.S. engages with citizens in other countries so they will push their own governments to adopt less hostile and more favorable views of U.S. foreign policies--becomes extremely important for shaping the context within which the adversarial government makes important decisions affecting U.S. national security interests. At a time when the norm of not talking to the enemy is a matter of public debate, the book examines the role of both traditional and public diplomacy with adversarial states and reviews the costs and benefits of U.S. diplomatic engagement with the publics of these countries. It concludes that while public diplomacy is not a panacea for easing conflict in interstate relations, it is one of many productive channels that a government can use in order to stay informed about the status of its relations with an adversarial state, and to seek to improve those relations.

Ally Parenting: A Non-Adversarial Approach to Transform Conflict Into Cooperation

Автор: Klein Cynthia J.
Название: Ally Parenting: A Non-Adversarial Approach to Transform Conflict Into Cooperation
ISBN: 099844121X ISBN-13(EAN): 9780998441214
Издательство: Неизвестно
Цена: 2759.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Adversarial Tradecraft in Cybersecurity: Offense versus defense in real-time computer conflict

Автор: Borges Dan
Название: Adversarial Tradecraft in Cybersecurity: Offense versus defense in real-time computer conflict
ISBN: 1801076200 ISBN-13(EAN): 9781801076203
Издательство: Неизвестно
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Цена: 10114.00 р.
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Описание: This book takes you through some of the complex strategic decisions of offensive and defensive teams. This text will prepare you for real-time cybersecurity conflict and show you some of the best techniques currently in the industry. It will prepare both offensive and defensive teams for the daunting task of real-time cyber defense and offense.

Adversarial versus Inquisitorial Justice

Автор: Peter J. van Koppen; Steven D. Penrod
Название: Adversarial versus Inquisitorial Justice
ISBN: 1461348323 ISBN-13(EAN): 9781461348320
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This is the first volume that directly compares the practices of adversarial and inquisitorial systems of law from a psychological perspective. It aims at understanding why American and European continental systems differ so much, while both systems entertain much support in their communities.

Do No Harm: Protecting Connected Medical Devices, Healthcare, and Data from Hackers and Adversarial Nation States

Автор: Webster Matthew
Название: Do No Harm: Protecting Connected Medical Devices, Healthcare, and Data from Hackers and Adversarial Nation States
ISBN: 1119794021 ISBN-13(EAN): 9781119794028
Издательство: Wiley
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Цена: 3642.00 р.
Наличие на складе: Поставка под заказ.

Описание: This study of how poetry was collected in anthologies in Renaissance England reads canonical authors - Surrey, Spenser, and Sidney - alongside women and non-elite writers. Designed for English literature students, its innovative focus on the crafted book and recreation will also interest students of early modern history, book history, and musicology.


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