{"product_id":"9781394402038","title":"Adversarial Machine Learning Mechanisms, Vulnerabilities, and Strategies for Trustworthy AI","description":"\u003ch1\u003eAdversarial Machine Learning\u003c\/h1\u003e\u003ch2\u003eMechanisms, Vulnerabilities, and Strategies for Trustworthy AI\u003c\/h2\u003e\u003ch3\u003eJason Edwards\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eCOM100000\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eEnables readers to understand the full lifecycle of adversarial machine learning (AML) and how AI models can be compromised\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003e\u003ci\u003eAdversarial Machine Learning\u003c\/i\u003e is a definitive guide to one of the most urgent challenges in artificial intelligence today: how to secure machine learning systems against adversarial threats. \u003c\/p\u003e\n\u003cp\u003eThis book explores the full lifecycle of adversarial machine learning (AML), providing a structured, real-world understanding of how AI models can be compromised—and what can be done about it. \u003c\/p\u003e\n\u003cp\u003eThe book walks readers through the different phases of the machine learning pipeline, showing how attacks emerge during training, deployment, and inference. It breaks down adversarial threats into clear categories based on attacker goals—whether to disrupt system availability, tamper with outputs, or leak private information. With clarity and technical rigor, it dissects the tools, knowledge, and access attackers need to exploit AI systems. \u003c\/p\u003e\n\u003cp\u003eIn addition to diagnosing threats, the book provides a robust overview of defense strategies—from adversarial training and certified defenses to privacy-preserving machine learning and risk-aware system design. Each defense is discussed alongside its limitations, trade-offs, and real-world applicability. \u003c\/p\u003e\n\u003cp\u003eReaders will gain a comprehensive view of today???s most dangerous attack methods including: \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eEvasion attacks that manipulate inputs to deceive AI predictions \u003c\/li\u003e \u003cli\u003ePoisoning attacks that corrupt training data or model updates \u003c\/li\u003e \u003cli\u003eBackdoor and trojan attacks that embed malicious triggers\u003c\/li\u003e \u003cli\u003ePrivacy attacks that reveal sensitive data through model interaction and prompt injection\u003c\/li\u003e \u003cli\u003eGenerative AI attacks that exploit the new wave of large language models\u003c\/li\u003e \u003c\/ul\u003e\n\u003cp\u003eBlending technical depth with practical insight, \u003ci\u003eAdversarial Machine Learning\u003c\/i\u003e equips developers, security engineers, and AI decision-makers with the knowledge they need to understand the adversarial landscape and defend their systems with confidence.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e \u003cp\u003e\u003cb\u003eJason Edwards, DM, CISSP,\u003c\/b\u003e is an accomplished cybersecurity leader with extensive experience in the technology, finance, insurance, and energy sectors. Holding a Doctorate in Management, Information Systems, and Technology, Jason specializes in guiding large public and private companies through complex cybersecurity challenges. His career includes leadership roles across the military, insurance, finance, energy, and technology industries. He is a husband, father, former military cyber officer, adjunct professor, avid reader, dog dad, and popular on LinkedIn.\u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e03 February 2026\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781394402038\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e400\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e31.0\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44521343352972,"sku":"9781394402038","price":87.26,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781394402038.jpg?v=1780194222","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781394402038","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}