{"product_id":"9781032034041-ai-machine-learning-deep-learning","title":"AI, Machine Learning and Deep Learning","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eA Security Perspective. \u003cp\u003eToday AI and Machine\/Deep Learning have become the hottest areas in the information technology. This book aims to provide a complete picture on the challenges and solutions to the security issues in various applications. It explains how different attacks can occur in advanced AI tools and the challenges of overcoming those attacks. \u003c\/p\u003e. \u003cp\u003eToday, Artificial Intelligence (AI) and Machine Learning\/ Deep Learning (ML\/DL) have become the hottest areas in information technology. In our society, many intelligent devices rely on AI\/ML\/DL algorithms\/tools for smart operations. Although AI\/ML\/DL algorithms and tools have been used in many internet applications and electronic devices, they are also vulnerable to various attacks and threats. AI parameters may be distorted by the internal attacker; the DL input samples may be polluted by adversaries; the ML model may be misled by changing the classification boundary, among many other attacks and threats. Such attacks can make AI products dangerous to use.\u003c\/p\u003e\n\u003cp\u003eWhile this discussion focuses on security issues in AI\/ML\/DL-based systems (i.e., securing the intelligent systems themselves), AI\/ML\/DL models and algorithms can actually also be used for cyber security (i.e., the use of AI to achieve security).\u003c\/p\u003e\n\u003cp\u003eSince AI\/ML\/DL security is a newly emergent field, many researchers and industry professionals cannot yet obtain a detailed, comprehensive understanding of this area. This book aims to provide a complete picture of the challenges and solutions to related security issues in various applications. It explains how different attacks can occur in advanced AI tools and the challenges of overcoming those attacks. Then, the book describes many sets of promising solutions to achieve AI security and privacy. The features of this book have seven aspects:\u003c\/p\u003e\n\u003col\u003e\n\u003cli\u003eThis is the first book to explain various practical attacks and countermeasures to AI systems\u003c\/li\u003e\n\u003cli\u003eBoth quantitative math models and practical security implementations are provided\u003c\/li\u003e\n\u003cli\u003eIt covers both \"securing the AI system itself\" and \"using AI to achieve security\"\u003c\/li\u003e\n\u003cli\u003eIt covers all the advanced AI attacks and threats with detailed attack models\u003c\/li\u003e\n\u003cli\u003eIt provides multiple solution spaces to the security and privacy issues in AI tools\u003c\/li\u003e\n\u003cli\u003eThe differences among ML and DL security and privacy issues are explained\u003c\/li\u003e\n\u003cli\u003eMany practical security applications are covered\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":40976191914081,"sku":"9781032034041","price":137.97,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/f20f82fbc3bc5dfc4e417d43623bf3f6.png?v=1700699385","url":"https:\/\/www.rarewaves.com\/products\/9781032034041-ai-machine-learning-deep-learning","provider":"Rarewaves.com","version":"1.0","type":"link"}