Chapter 11 · Part 2: Input and context attacks

Retrieval Poisoning and Embedding Weaknesses

Vector and ranking attacks undermine similarity-as-trust assumptions.

Frameworks: MITRE ATLAS · OWASP LLM Top 10

Layers: context-assembly

Public practitioner doctrine. Free doctrine. Open knowledge. Paid enforcement.