Generative Adversarial Networks for Image Generation, Mao Xudong, Li Qing
Автор: Barker Dylan Название: Malware Analysis Techniques: Tricks for the triage of adversarial software ISBN: 1839212276 ISBN-13(EAN): 9781839212277 Издательство: Неизвестно Рейтинг: Цена: 67430.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Comprehensive threat analysis is important for incident responders as it helps them to ensure that a threat has been entirely eliminated. This book shows you how to quickly triage, identify, attribute, and remediate threats with proper analysis techniques, and guides you in implementing your knowledge to prevent further incidents.
Автор: Yevgeniy Vorobeychik, Murat Kantarcioglu Название: Adversarial Machine Learning ISBN: 1681733978 ISBN-13(EAN): 9781681733975 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 91470.00 T Наличие на складе: Невозможна поставка. Описание: Recounts the thrilling tale of America`s first spy drama - the legendary Frank Wisner`s intelligence operations in Romania as World War II ended and the Cold War dawned. Painstakingly reconstructed with the aid of specialised literature and archival collections, the story that emerges is one of danger and stealth, a real-life spy thriller unfolding just as the Cold War began.
NOTES FROM THE WEST POLE is the spiritual manifesto of a worldly man who loves this life and its vigorous challenges. You won't find here the pronouncements of a barefoot yogi advising you to go sit on a mountaintop or retire to a cave with a begging bowl; rather, you will witness the intimate progress of a seeker who knows material success but who looks beyond all of that for the key to partaking of the world's pleasures while rejecting the age-old, obsolete "warrior" models of antagonism and aggression. With a full spectrum of expression, ranging from the whimsical to the empirical, Peter Wells offers us the narrative of his odyssey of discovery. Poetry and song, personal anecdotes, graceful line drawings and lush photos of Mendocino and environs are juxtaposed with short, efficient disquisitions on history, government and religion that provide his quest with a solid underpinning of reality and hard truths.
And he knows whereof he speaks. As a boy in London during the Blitz, Wells experienced, at the height of his formative years, the first-hand trauma of war--bombs screaming down from the night sky, bodies in the rubble, family members perishing on foreign shores. An encounter with a German POW is the beginning of a transformation in thinking and seeing for the very young Wells, the first step in a lifelong pursuit of answers to big questions: What lies beyond nationhood and the rules of identity that accompany it? How do we access the pure, universal guiding intelligence inside each and every one of us that leads to full, peaceful awareness behind thought and action? How do we create a harmonious life in an adversarial culture? How can we be useful law-abiding citizens without being slaves or tools? How do we shuck off the bad habits of centuries? Along the way of the author's journey, inspiration comes from the likes of such divergent personalities as Muhammad Ali and the great Indian philosopher J. Krishnamurti, with whom Wells had a fortuitous and completely human encounter. You can open this book anywhere, dip in, and find solace, entertainment or food for deep thought.
Автор: Barni Mauro, Tondi Benedetta Название: Theoretical Foundations of Adversarial Binary Detection ISBN: 1680837648 ISBN-13(EAN): 9781680837643 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 81310.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Addresses several variants of a general adversarial binary detection problem, depending on the knowledge available to the Defender and the Attacker of the statistical characterization of a system. The authors lead the reader through the considerations and solutions under two hypotheses, using a framework that can be adopted in many applications.
Автор: Borges Dan Название: Adversarial Tradecraft in Cybersecurity: Offense versus defense in real-time computer conflict ISBN: 1801076200 ISBN-13(EAN): 9781801076203 Издательство: Неизвестно Рейтинг: Цена: 67430.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Автор: Warr Katy Название: Strengthening Deep Neural Networks: Making AI Less Susceptible to Adversarial Trickery ISBN: 1492044954 ISBN-13(EAN): 9781492044956 Издательство: Wiley Рейтинг: Цена: 59130.00 T Наличие на складе: Невозможна поставка. Описание: This practical book examines real-world scenarios where DNNs-the algorithms intrinsic to much of AI-are used daily to process image, audio, and video data. Author Katy Warr considers attack motivations, the risks posed by this adversarial input, and methods for increasing AI robustness to these attacks.
Автор: Solanki, Arun Название: Generative Adversarial Networks For Image-To-Image Translation ISBN: 0128235195 ISBN-13(EAN): 9780128235195 Издательство: Elsevier Science Рейтинг: Цена: 149340.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Автор: Kalin Josh Название: Generative Adversarial Networks Cookbook ISBN: 1789139902 ISBN-13(EAN): 9781789139907 Издательство: Неизвестно Рейтинг: Цена: 60070.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Автор: Hany John, Walters Greg Название: Hands-On Generative Adversarial Networks with PyTorch 1.x ISBN: 1789530512 ISBN-13(EAN): 9781789530513 Издательство: Неизвестно Рейтинг: Цена: 53940.00 T 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.
Автор: Valle Rafael Название: Hands-On Generative Adversarial Networks with Keras ISBN: 1789538203 ISBN-13(EAN): 9781789538205 Издательство: Неизвестно Рейтинг: Цена: 53940.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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
In this first non-technical introduction to emerging AI techniques, artist Casey Reas explores what it's like to make pictures with generative adversarial networks (GANs), specifically deep convolutional generative adversarial networks (DCGANs).
This text is imagined as a primer for readers interested in creative applications of AI technologies. Ideally, readers will explore the strategies of this emerging field as outlined, and remix them to suit their desires. We hope to inspire future research and collaboration, and to encourage a rigorous discussion about art in the age of machine intelligence.
Автор: Ahirwar Kailash Название: Generative Adversarial Networks Projects ISBN: 1789136679 ISBN-13(EAN): 9781789136678 Издательство: Неизвестно Рейтинг: Цена: 60070.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
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