#spoke
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Agent Tool-Use Exfiltration: When Indirect Injection Does Damage
Why agentic LLM systems turn injection bugs into data exfiltration, financial loss, and code execution, with attack chains and the controls that contain them.
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Indirect Prompt Injection in RAG Pipelines: Patterns and Defenses
How retrieval surfaces become injection vectors, with attack patterns from production RAG systems and the chunking and sanitization defenses that help.
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Prompt Injection Detection Signals in Production LLM Systems
The observable signals that reveal a prompt injection attempt in a live LLM application: input and output classifiers, canaries, and tool-use traces.