Concepedia

Local Sensitivity

Local Sensitivity is a differential privacy metric that quantifies the maximum change in the output of a query function over neighboring datasets within a localized subset of the data domain, distinguishing it from global sensitivity by depending on the specific input rather than the entire dataset space.

192

Publications

8.1K

Citations

572

Authors

299

Institutions

Publications per year

2017–2026

66

Parents

Publications

192

Practical identifiability analysis of large environmental simulation models

Roland Brun, Peter Reichert, Hans R. Künsch · Water Resources Research · 2001 · 572 citations · Full text

, , +17

Retinal Ganglion Cell Layer Thickness and Local Visual Field Sensitivity in Glaucoma

Ali S. Raza · Archives of Ophthalmology · 2011 · 200 citations

, , +17

Asymptotic Theory for Solutions in Statistical Estimation and Stochastic Programming

Alan J. King, R. T. Rockafellar · Mathematics of Operations Research · 1993 · 200 citations

, , +12

Private analysis of graph structure

Vishesh Karwa, Sofya Raskhodnikova, Adam Smith et al. · Proceedings of the VLDB Endowment · 2011 · 194 citations

, , +17

Distributed Evaluation of Local Sensitivity Analysis (DELSA), with application to hydrologic models

Oldřich Rakovec, Mary C. Hill, Martyn Clark et al. · Water Resources Research · 2013 · 175 citations · Full text

, , +15

1–5 of 192

Authors

572

  1. HX
    Hui Xie

    University of Illinois Chicago, United States

    6 publications · 120 citations

    6

    h-index

  2. DF
    Daniel F. Heitjan

    University of Pennsylvania, United States

    5 publications · 178 citations

    5

    h-index

  3. TT
    Tamás Turányi

    Eötvös Loránd University, Hungary

    4 publications · 80 citations

    4

    h-index

  4. PG
    Paul Gustafson

    University of British Columbia, Canada

    4 publications · 146 citations

    4

    h-index

  5. NM
    Noah M. Johnson

    University of California, Berkeley, United States

    3 publications · 125 citations

    3

    h-index

1–5 of 572

Institutions

299

  1. University of Illinois Chicago

    Chicago, United States

    5 h-index

    10 publications

    236 citations

  2. Delft University of Technology

    Delft, The Netherlands

    5 h-index

    13 publications

    419 citations

  3. Princeton University

    Princeton, United States

    4 h-index

    6 publications

    230 citations

  4. University of British Columbia

    Vancouver, Canada

    4 h-index

    5 publications

    208 citations

  5. University of Pennsylvania

    Philadelphia, United States

    4 h-index

    4 publications

    128 citations

  6. Eötvös Loránd University

    Budapest, Hungary

    4 h-index

    14 publications

    267 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    9 publications

    139 citations

  8. University of Washington

    Seattle, United States

    3 h-index

    6 publications

    300 citations

1–8 of 299

Venues

  1. Statistics in Medicine

    5 publications · 140 citations

    5

    h-index

  2. 4

    h-index

  3. arXiv (Cornell University)

    Repository · 4 publications · 108 citations

    4

    h-index

  4. 3

    h-index

  5. Reliability Engineering & System Safety

    3 publications · 81 citations

    3

    h-index

1–5