Concepedia

Privacy-preserving Filtering

Privacy-Preserving Filtering is a methodological framework within information filtering that enables the selective retrieval and dissemination of content while ensuring that sensitive user data remains confidential through computational techniques such as encryption, anonymization, or differential privacy.

82

Publications

3.8K

Citations

213

Authors

117

Institutions

Publications per year

2017–2026

23

Parents

Publications

82

Collaborative filtering with privacy

John Canny · 2005 · 444 citations

, , +16

Differentially Private Filtering

Jérôme Le Ny, George J. Pappas · IEEE Transactions on Automatic Control · 2013 · 331 citations

, , +13

Privacy-preserving collaborative filtering using randomized perturbation techniques

Hüseyin Polat, Wenliang Du · 2004 · 324 citations · Full text

, , +15

Differentially private filtering

Jérôme Le Ny, George J. Pappas · 2012 · 196 citations

, , +13

Enhancing privacy and preserving accuracy of a distributed collaborative filtering

Shlomo Berkovsky, Yaniv Eytani, Tsvi Kuflik et al. · 2007 · 130 citations

, , +16

1–5 of 82

Authors

213

  1. HP
    Hüseyin Polat

    Anadolu University, Türkiye

    11 publications · 683 citations

    11

    h-index

  2. AB
    Alper Bilge

    Anadolu University, Türkiye

    6 publications · 201 citations

    6

    h-index

  3. FC
    Fran Casino

    University of Piraeus, Greece

    4 publications · 165 citations

    4

    h-index

  4. CP
    Constantinos Patsakis

    University of Piraeus, Greece

    4 publications · 165 citations

    4

    h-index

  5. AS
    Agustí Solanas

    Universitat Rovira i Virgili, Spain

    4 publications · 165 citations

    4

    h-index

1–5 of 213

Institutions

117

  1. Eskişehir City Hospital

    Eskişehir, Turkey

    9 h-index

    20 publications

    667 citations

  2. Anadolu University

    Eskişehir, Türkiye

    9 h-index

    20 publications

    667 citations

  3. Universitat Rovira i Virgili

    Tarragona, Spain

    4 h-index

    12 publications

    588 citations

  4. Polytechnique Montréal

    Montreal, Canada

    4 h-index

    5 publications

    648 citations

  5. Trinity College Dublin

    Dublin, Ireland

    3 h-index

    3 publications

    152 citations

  6. EURECOM

    Valbonne, France

    3 h-index

    5 publications

    198 citations

  7. Free University of Bozen-Bolzano

    Bolzano, Italy

    3 h-index

    3 publications

    189 citations

  8. University of Haifa

    Haifa, Israel

    3 h-index

    5 publications

    332 citations

1–8 of 117

Venues

  1. Future Generation Computer Systems

    FGCS · 3 publications · 264 citations

    3

    h-index

  2. 2

    h-index

  3. IEEE Transactions on Automatic Control

    2 publications · 371 citations

    2

    h-index

  4. Expert Systems with Applications

    2 publications · 74 citations

    2

    h-index

  5. IEEE Access

    2 publications · 47 citations

    2

    h-index

1–5