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Beyond Public Access in LLM Pre-Training Data

Sruly Rosenblat, Tim O'Reilly, Ilan Strauss

Using a legally obtained dataset of 34 copyrighted O'Reilly Media books (13,962 paragraphs), we apply the DE-COP membership inference attack to test whether OpenAI models show reco…