{"product_id":"adversarial-machine-learning-by-jason-edwards-author","title":"Adversarial Machine Learning by Jason Edwards (Author)","description":"\u003cp\u003e\u003cspan class=\"a-text-bold\"\u003eEnables readers to understand the full lifecycle of adversarial machine learning (AML) and how AI models can be compromised\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan class=\"a-text-italic\"\u003eAdversarial Machine Learning\u003c\/span\u003e\u003cspan\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\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\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\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\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\/span\u003e\u003c\/p\u003e","brand":"Bookbeen","offers":[{"title":"Paperback","offer_id":52288980844853,"sku":null,"price":1285.0,"currency_code":"PKR","in_stock":true},{"title":"Hardcover","offer_id":52288980877621,"sku":null,"price":1885.0,"currency_code":"PKR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0972\/1731\/5125\/files\/BOOKBEEN-2026-02-02T153729.964.png?v=1770028690","url":"https:\/\/bookbeen.com\/products\/adversarial-machine-learning-by-jason-edwards-author","provider":"Bookbeen","version":"1.0","type":"link"}