Andrew Martin
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126
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Crypto×1AI×1NLP×1
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2026
Stemma: Induced Decision Regions Reveal LLM Provenance
This paper introduces Stemma, a black-box LLM fingerprinting method that abstracts away surface-form variation and measures the inheritance of decision regions for reliable provenance testing.
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