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# π BookMIA Datasets
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The **BookMIA datasets** serve as a benchmark designed to evaluate membership inference attack (MIA) methods, specifically in detecting pretraining data from OpenAI models that are released before 2023 (such as text-davinci-003).
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### π Applicability
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# π BookMIA Datasets
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The **BookMIA datasets** serve as a benchmark designed to evaluate membership inference attack (MIA) methods, specifically in detecting pretraining data from OpenAI models that are released before 2023 (such as text-davinci-003).
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The dataset contains non-member and member data:
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- non-member data consists of text excerpts from books first published in 2023
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- member data includes text excerpts from older books, as categorized by Chang et al. in 2023.
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### π Applicability
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