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Practical AI Security. Securing the lifecycle of generative models, data, and applications Kris Kimmerle, David Okeyode

Język publikacji: angielski
Practical AI Security. Securing the lifecycle of generative models, data, and applications Kris Kimmerle, David Okeyode - okladka książki

Practical AI Security. Securing the lifecycle of generative models, data, and applications Kris Kimmerle, David Okeyode - okladka książki

Autorzy:
Kris Kimmerle, David Okeyode
Serie wydawnicze:
Hands-on
Ocena:
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Contrary to general AI texts or cybersecurity books with limited AI coverage, this guide offers a comprehensive dive into securing the generative AI ecosystem.
It moves through five parts: Foundations explains why AI security is unique, covering threat modeling, attack surfaces, and defense principles. Attacks examines vectors against system anatomy, data/models, prompt injection, memory, RAG, and agents, concluding with red teaming and evaluation. Designing, Deploying, and Architecting Secure AI Systems covers secure infrastructure/MLOps, APIs, defensive prompting, agent security, supply chain integrity, and Zero Trust patterns. Operationalizing AI Security and Responsibility addresses governance, risk, compliance (GRC), security operations, safety/alignment, and AI-driven misinformation. Building Sustainable AI Security Programs focuses on organizational capability, threat intelligence, collaboration, and the future of AI security. Throughout, you will gain access to practical insights and structured approaches applicable to real-world scenarios.
By the end, you will be able to design, implement, and maintain security programs for generative AI, defend against advanced threats, communicate risks to stakeholders, and establish governance ensuring secure, compliant operations across the lifecycle.

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O autorach książki

Kris Kimmerle is a recognized leader in AI security and governance, currently driving strategic initiatives across global organizations. With over 20 years of experience spanning cybersecurity, cloud architecture, and artificial intelligence, Kris has helped international enterprises implement generative AI systems securely and in compliance with regulatory standards. His work bridges deep technical expertise with executive-level strategy, enabling organizations to scale AI without compromising trust, privacy, or resilience. He holds CISSP and AI Governance Professional (AIGP) certifications, along with specialized AI credentials from AWS, Azure, and Google Cloud. Kris is a trusted voice in the field, known for translating complex risks into practical guidance. He regularly speaks at industry events, advises global clients on securing AI across the development lifecycle, and publishes insights that shape the conversation on AI risk, governance, and security at scale.
David is the EMEA Azure CTO at Palo Alto Networks. Before that, he was an independent consultant helping companies secure their Azure environments through private expert level trainings and assessments. He has authored two books on Azure security - "Penetration Testing Azure for Ethical Hackers" and "Microsoft Azure Security Technologies Certification and Beyond. He has also authored multiple cloud computing courses for popular platforms like LinkedIn Learning. He holds over 15 cloud certifications and has over a decade of experience in Cybersecurity (consultancy, design, implementation). David is married to a lovely girl who makes the best banana cake in the world. They love travelling the world together!

Kris Kimmerle, David Okeyode - pozostałe książki

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