{"product_id":"ai-security-safeguarding-intelligent-systems-from-threats-protect-ai-models-from-adversarial-attacks-and-data-breaches-9798299102901","title":"AI Security Safeguarding Intelligent Systems from Threats: Protect AI models from adversarial attacks and data breaches","description":"\u003cp\u003e • Author(s): Corwin Halesworth\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Security - Cryptography\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eSmart systems need smarter defenses.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eAs AI moves from prototypes to mission-critical products, attackers are moving with it. \u003cb\u003eAI Security: Safeguarding Intelligent Systems from Threats\u003c\/b\u003e is your practical playbook for protecting models, data, and users across the entire AI lifecycle-from data collection and training to deployment and monitoring.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eInside, you'll learn how to: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eMap the AI attack surface\u003c\/b\u003e with threat modeling for data, models, pipelines, and endpoints.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eRecognize and mitigate \u003cb\u003eadversarial ML\u003c\/b\u003e: evasion, poisoning, model extraction, inversion, and membership inference.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDefend \u003cb\u003eLLMs\u003c\/b\u003e against real-world risks: \u003cb\u003eprompt injection, jailbreaks, indirect prompt attacks, data leakage\u003c\/b\u003e, and output manipulation.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuild \u003cb\u003esecure MLOps\/MLSecOps\u003c\/b\u003e: secrets management, supply-chain integrity, CI\/CD for models, and reproducible builds.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eProtect sensitive data using \u003cb\u003edifferential privacy, federated learning, secure enclaves\u003c\/b\u003e, and policy-driven governance.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eHarden inference with \u003cb\u003erate limiting, content filters, guardrails, and human-in-the-loop escalation\u003c\/b\u003e.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eOperationalize security with \u003cb\u003ered teaming, risk scoring, continuous monitoring, drift and abuse detection\u003c\/b\u003e, and incident response.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAlign with \u003cb\u003ecompliance and assurance\u003c\/b\u003e: documentation, evaluations, model cards, audit trails, and provenance\/watermarking.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003ePacked with checklists, playbooks, and field-tested patterns, this book gives engineers, security teams, and leaders the tools to ship AI systems that are \u003cb\u003eresilient, reliable, and responsible\u003c\/b\u003e.\u003c\/p\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eSecurity engineers and red teamers confronting AI-specific threats\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eML\/AI engineers and architects embedding security into pipelines\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eProduct and risk leaders accountable for safe AI deployments\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eStudents and practitioners seeking a modern foundation in AI security\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eIf your AI creates value, it attracts attackers. Secure it-end to end.\u003c\/b\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46333503930519,"sku":"9798299102901","price":1654.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798299102901.webp?v=1767715619","url":"https:\/\/atlanticbooks.com\/products\/ai-security-safeguarding-intelligent-systems-from-threats-protect-ai-models-from-adversarial-attacks-and-data-breaches-9798299102901","provider":"Atlantic Books","version":"1.0","type":"link"}