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When your LLM retrieves documents, emails, or web pages to answer queries, every one of those sources is a potential injection vector. Here is how indirect prompt injection works inside RAG architectures and what technical controls reduce your exposure.
Not all prompt injection attacks work the same way. This breakdown covers direct injection, indirect injection, jailbreaks, role-playing exploits, and multi-turn manipulation, with concrete defense controls for each attack type.
AI systems introduce attack surfaces that traditional security frameworks were never built to handle. This guide covers every layer of AI security — from model training and API exposure to prompt injection, supply chain risk, and governance — with actionable steps for technical and non-technical teams alike.