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AI Red Teaming in Practice. Plan, execute, and report AI red team engagements against LLMs and agentic systems Volkan Kutal

(ebook) (audiobook) (audiobook) Język publikacji: angielski
AI Red Teaming in Practice. Plan, execute, and report AI red team engagements against LLMs and agentic systems Volkan Kutal - okladka książki

AI Red Teaming in Practice. Plan, execute, and report AI red team engagements against LLMs and agentic systems Volkan Kutal - okladka książki

AI Red Teaming in Practice. Plan, execute, and report AI red team engagements against LLMs and agentic systems Volkan Kutal - audiobook MP3

AI Red Teaming in Practice. Plan, execute, and report AI red team engagements against LLMs and agentic systems Volkan Kutal - audiobook CD

Autor:
Volkan Kutal
Wydawnictwo:
Packt Publishing (Z chęcią przeczytam książkę w języku polskim)
Ocena:
As organizations deploy LLMs and AI agents into production, traditional security testing fails to keep pace. AI Red Teaming in Practice gives you the structured methodology and hands-on skills to assess these systems effectively.
Written by a practitioner who discovered critical vulnerabilities in production AI systems contributed to OWASP GenAI security guides, this book takes you from foundational concepts through advanced exploitation and campaign automation. You will learn why AI systems fail in ways that go beyond unauthorized access, including biased outputs, unreliable behavior, and misaligned actions that cause real business damage. You learn to threat model any GenAI system, define scope, and build a prioritized test plan. A purpose-built lab, the TechCorp AI Recruiting Assistant, runs throughout the book. This agentic system combines RAG retrieval, tool calling, and multi-role access, giving you a realistic target for chapters covering reconnaissance, fingerprinting, prompt injection, data extraction, tool exploitation, and supply chain assessment. Final chapters cover campaign design, PyRIT integration, and reporting strategies for executives, engineers, and auditors.
By the end, you will be equipped to plan and execute professional AI red team engagements against any generative AI deployment.

O autorze książki

Volkan Kutal is an AI Red Teaming Engineer at a major European bank, where he leads adversarial testing across LLM-based and agentic AI systems in a regulated environment. He is the founder of an independent AI security consulting practice specializing in AI red teaming, architecture review, and security advisory for agentic AI systems across EU and US markets. He is a contributor to the OWASP GenAI Security Project, a member of the AIUC-1 Consortium shaping the first certification standard for AI agents, and a contributor to Microsoft's PyRIT framework.

Packt Publishing - inne książki

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