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    <title>1. The AI Attack Surface :: Introduction to AI Security</title>
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    <description>Introduction In Chapter 1, you explored the remarkable capabilities of modern AI systems – from how LLMs process language to how agentic AI systems autonomously execute complex tasks. Every one of those capabilities – prompt processing, RAG retrieval, tool use, code execution, model fine-tuning – represents a surface that attackers can target.&#xA;This section maps the complete AI attack surface. You’ll learn the frameworks security professionals use to categorize and communicate about AI threats, understand who the threat actors are, and build a mental model that connects every vulnerability covered in the rest of this chapter back to a specific stage of the AI lifecycle.</description>
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      <description>Test Your Knowledge: The AI Attack Surface Let’s see how much you’ve learned! This quiz tests your understanding of the OWASP LLM Top 10 (2025) and OWASP Agentic AI Top 10 (2026) frameworks, the AI lifecycle as an attack surface, threat actor motivations, and how these frameworks relate to each other.</description>
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