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output handling

AI security interview questions tagged output handling, across every topic.

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Concepts behind "output handling"

Explanations of the mechanisms these questions rely on.

Foundational
LLM Application Security
Data Exfiltration Channels in LLM ApplicationsAn injected model that has read private data still needs a way to get it out. LLM applications offer many: explicit tools such as email or HTTP, URLs the model asks a tool to fetch, markdown images and links that clients load or users click, link previews, and content written somewhere the attacker can read. Closing these channels deterministically is one of the most reliable defences against prompt injection, because it works no matter how the injection was phrased.
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