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-## 2.2 Appendix D: SAIF Risk Mapping to OWASP LLM Top 10 and AI Exchange Threats with Exposed Components
+## 4.4 Appendix D: SAIF Risk Mapping to OWASP LLM Top 10 and AI Exchange Threats with Exposed Components
 
 This section enumerates key AI-related security threats from OWASP LLM Top 10 and OWASP AI Exchange, along with their SAIF risk mappings. Each entry includes a concise threat description and a hypothetical threat scenario based on the mapped SAIF components. These scenarios help derive meaningful test cases and validate the effectiveness of mitigations.