Likelihood Ratio Test

method ID: likelihoodratiotest

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Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThe wide adoption and application of Masked language models (MLMs) on sensitive data (from legal to medical) necessitates a thorough quantitative investigation into their privacy vulnerabilities. Prior attempts at measuring …...

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