{"product_id":"strengthening-deep-neural-networks-making-ai-less-susceptible-to-adversarial-trickery-9781492044956","title":"Strengthening Deep Neural Networks: Making AI Less Susceptible to Adversarial Trickery","description":"\u003cp\u003eAs deep neural networks (DNNs) become increasingly common in real-world applications, the potential to deliberately fool them with data that wouldn't trick a human presents a new attack vector. 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.\u003c\/p\u003e\u003cp\u003eAuthor Katy Warr considers attack motivations, the risks posed by this adversarial input, and methods for increasing AI robustness to these attacks. If you're a data scientist developing DNN algorithms, a security architect interested in how to make AI systems more resilient to attack, or someone fascinated by the differences between artificial and biological perception, this book is for you.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDelve into DNNs and discover how they could be tricked by adversarial input\u003c\/li\u003e\n\u003cli\u003eInvestigate methods used to generate adversarial input capable of fooling DNNs\u003c\/li\u003e\n\u003cli\u003eExplore real-world scenarios and model the adversarial threat\u003c\/li\u003e\n\u003cli\u003eEvaluate neural network robustness; learn methods to increase resilience of AI systems to adversarial data\u003c\/li\u003e\n\u003cli\u003eExamine some ways in which AI might become better at mimicking human perception in years to come\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-12408603\"\u003eKaty Warr\u003c\/a\u003e\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/20\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 246\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.90lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 7.00w x 0.50d\u003cbr\u003e\u003cb\u003eISBN13:\u003c\/b\u003e 9781492044956\u003cbr\u003e\u003cb\u003eISBN10:\u003c\/b\u003e 1492044954\u003cbr\u003e\u003cb\u003eBISAC Categories:\u003c\/b\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM014000\"\u003eComputer Science\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM016000\"\u003eArtificial Intelligence | Computer Vision \u0026amp; Pattern Recognit\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM005030\"\u003eBusiness \u0026amp; Productivity Software | Business Intelligence\u003c\/a\u003e\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eKaty Warr works at Roke Manor Research in the UK creating solutions for complex real-world problems. She specializes in AI and data analytics and leads the company's technical strategy in these areas. Previously she worked at IBM UK Laboratories, architecting and developing software for a variety of distributed enterprise products with an emphasis on transactional integrity and security.\u003cbr\u003e\u003cbr\u003eKaty gained her degree in AI and Computer Science from the University of Edinburgh at a time when there was insufficient compute power and data available for deep learning to be much more than a theoretical pursuit. Fast forward a few years and she considers herself fortunate to witness this exciting field becoming mainstream.\u003c\/p\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":45876718928047,"sku":"9781492044956","price":69.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0651\/9255\/8767\/files\/img_49240bd9-4ec1-44e2-be69-848b8fb833ab.jpg?v=1757694492","url":"https:\/\/www.correctionsbookstore.com\/es\/products\/strengthening-deep-neural-networks-making-ai-less-susceptible-to-adversarial-trickery-9781492044956","provider":"Corrections Bookstore ","version":"1.0","type":"link"}