{"product_id":"attacks-and-defenses-in-robust-machine-learning-adversarial-ai-techniques-9798287319298","title":"Attacks and Defenses in Robust Machine Learning: Adversarial AI Techniques","description":"\u003cp\u003e • Author(s): Maria Johnsen\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAttacks and Defenses in Robust Machine Learning\u003c\/b\u003e is an authoritative, deeply structured guide that explores the full spectrum of adversarial machine learning. Designed for engineers, researchers, cybersecurity experts, and policymakers, the book delivers critical insights into how modern AI systems can be compromised and how to protect them.\u003c\/p\u003e\u003cp\u003eSpanning 30 chapters, it covers everything from adversarial theory and attack taxonomies to hands-on defense strategies across key domains like vision, NLP, healthcare, finance, and autonomous systems. With mathematical depth, real-world case studies, and forward-looking analysis, it balances rigor and practicality.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eIdeal for: \u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e- ML engineers and cybersecurity professionals building resilient systems\u003c\/p\u003e\u003cp\u003e- Researchers and grad students studying adversarial ML\u003c\/p\u003e\u003cp\u003e- Policy and tech leaders shaping AI safety and legal frameworks\u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey features: \u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e- In-depth coverage of attacks (evasion, poisoning, backdoors) and defenses (distillation, transformations, robust architectures)\u003c\/p\u003e\u003cp\u003e- Sector-specific risks and mitigation strategies\u003c\/p\u003e\u003cp\u003e- Exploration of privacy risks, legal implications, and future trends\u003c\/p\u003e\u003cp\u003eThis is the definitive resource for anyone aiming to understand and secure AI in an increasingly adversarial landscape.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":46863249244311,"sku":"9798287319298","price":9908.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798287319298.webp?v=1769969521","url":"https:\/\/atlanticbooks.com\/products\/attacks-and-defenses-in-robust-machine-learning-adversarial-ai-techniques-9798287319298","provider":"Atlantic Books","version":"1.0","type":"link"}