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KBF: Knowledge Boundary as Fingerprint for Language Model and Black-Box API Auditing

Fang, Yijia et al.
arXiv (All) · Papers
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Relay and reseller APIs mediate access to large language models (LLMs), but users cannot directly verify which model serves them. We introduce \name, a black-box auditing protocol based on stable factual recall near the knowledge boundary, including repeatable wrong answers. KBF generates benign, re
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