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Editors contains: "Henzinger, M"

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  1. ; ; ; (, ACM Symposium on the Theory of Computing)
    Henzinger, M (Ed.)
    We propose truncated concentrated differential privacy (tCDP), a refinement of differential privacy and of concentrated differential privacy. This new definition provides robust and efficient composition guarantees, supports powerful algorithmic techniques such as privacy amplification via sub-sampling, and enables more accurate statistical analyses. In particular, we show a central task for which the new definition enables exponential accuracy improvement. 
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