Glossary · Term

PoisonedEye

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Definition

Plain language

An earlier attack that slipped fake text into an AI's search results.

As stated in the literature

A prior text-centric multimodal RAG poisoning method; because its payload is textual, it is caught reliably by jailbreak-detection and fact-checking filters applied to retrieved content.

Why it matters: Because its payload is written words, ordinary content filters can spot it — which sets the bar that purely visual attacks are designed to slip under.

For example, an attacker plants a document whose text tells the model to ignore other sources and give a specific wrong answer.

Heard on the show

“A prior text-injection attack called PoisonedEye, same pipeline, was blocked one hundred percent of the time in their sample.”
Episode 247 — One Edited Photo, an Honest Caption, and a RAG System That Believes It

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