Prompt injectionIn prompt injection attacks, bad actors engineer AI training material to manipulate the output. For instance, they could hide commands in metadata and essentially trick LLMs into sharing offensive responses, issuing unwarranted refunds, or disclosing private data. According to the National Cyber Security Centre in the UK, "Prompt injection attacks are one of the most widely reported weaknesses in LLMs."
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confusable-vision is MIT-licensed. The scored data is CC-BY-4.0. The full technical report, 230-font analysis, and all render artifacts are in the repo. namespace-guard (v0.15.1, zero dependencies, MIT) will integrate these scores in a future release.