Construct · 1 fields · 1 citations

smooth sensitivity: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed
smoothsensitivity1 CONSTRUCTSmooth sensitivityNISSIM · PRIVACY-ENHANCING

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Privacy-enhancing computation

a smooth upper bound on a function's local sensitivity at the actual dataset, letting noise be calibrated to the data while preserving differential privacy.

In privacy-enhancing computation, smooth sensitivity refers to a smooth upper bound on a function's local sensitivity at the actual dataset, letting noise be calibrated to the data while preserving differential privacy. This meaning comes from Nissim (2007) in Proceedings of the thirty-ninth annual ACM symposium on Theory of computing.[1]

Unit
Recovery means
Measured by

Next

Run it through the Collider, or take the citations with you.

See how smooth sensitivity sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in ColliderExport BibTeXReport this entry

Nearby constructs

function5 fields · 6 citationsjingle · one word, five constructsnoise4 fields · 5 citationsjingle · one word, four constructsprivacy3 fields · 3 citationsjingle · one word, three carriers

References

  1. Nissim, K., Raskhodnikova, S., & Smith, A. (2007). Smooth sensitivity and sampling in private data analysis. Proceedings of the thirty-ninth annual ACM symposium on Theory of computing. https://doi.org/10.1145/1250790.1250803

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct