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    Safety, alignment & interpretability· book· 2014

    The Algorithmic Foundations of Differential Privacy

    Cynthia Dwork (first author) · 2014

    Read the original

    DOI 10.1561/0400000042OpenAlex W4205228770

    On the reading lists

    Why it matters

    Canonical monograph consolidating differential privacy theory, mechanisms, composition, and limitations.

    Condensed from the expert lists' notes.

    The record

    First released
    2014 (from OpenAlex)
    Citations
    5,549 citations, as counted by OpenAlex (CC0)
    Named by
    both expert lists

    Editor's notes

    • Classed as book: Dwork and Roth's monograph; the originating paper (Dwork 2006) is ranked separately. (AI draft (Claude), not yet reviewed, 2026-10-29)

    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.