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    Safety, alignment & interpretability· 2016

    Membership Inference Attacks against Machine Learning Models

    Reza Shokri (first author) · 2016 · published 2017

    Read the original

    arXiv 1610.05820OpenAlex W2535690855

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    Why it matters

    Demonstrated that model predictions can reveal whether sensitive examples appeared during training.

    Condensed from the expert lists' notes.

    The record

    First released
    2016 (from arXiv 1610.05820)
    Published
    2017
    Citations
    5,781 citations, as counted by Papers With Code (CC BY-SA 4.0)
    Named by
    the chatgpt list only
    Score
    0.383 · computed rank 399 · consensus 0.32, must-read 0, citations percentile 0.819 (2010s · safety), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.