Concepedia

Privacy-preserving Data Mining

Privacy-Preserving Data Mining is a computational methodology within data mining that integrates techniques to protect individual data privacy while enabling the extraction of meaningful patterns and knowledge from datasets.

951

Publications

65.7K

Citations

2K

Authors

767

Institutions

Publications per year

2017–2026

268

Parents

Publications

951

Privacy-preserving data mining

Rakesh Agrawal, Ramakrishnan Srikant · ACM SIGMOD Record · 2000 · 3K citations

, , +15

Data mining with big data

Xindong Wu, Xingquan Zhu, Gongqing Wu et al. · IEEE Transactions on Knowledge and Data Engineering · 2013 · 2.4K citations

, , +11

Privacy-preserving data mining

Rakesh Agrawal, Ramakrishnan Srikant · 2000 · 1.7K citations

, , +15

Data Mining Concepts and Techniques Third Edition

Jiawei Han, Micheline Kamber, Jian Pei · 2021 · 1.2K citations

, , +14

On the design and quantification of privacy preserving data mining algorithms

Dakshi Agrawal, Charų C. Aggarwal · 2001 · 1K citations

, , +12

1–5 of 951

Authors

2K

  1. CC
    Chris Clifton

    Purdue University West Lafayette, United States

    28 publications · 5.5K citations

    25

    h-index

  2. JV
    Jaideep Vaidya

    Rutgers, The State University of New Jersey, United States

    17 publications · 4.2K citations

    17

    h-index

  3. JC
    Jerry Chun‐Wei Lin

    Western Norway University of Applied Sciences, Norway

    19 publications · 730 citations

    16

    h-index

  4. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    16 publications · 1.5K citations

    15

    h-index

  5. VS
    Vassilios S. Verykios

    Hellenic Open University, Greece

    15 publications · 2.7K citations

    13

    h-index

1–5 of 2K

Institutions

767

  1. Purdue University West Lafayette

    West Lafayette, United States

    38 h-index

    92 publications

    19K citations

  2. Harbin Institute of Technology

    Harbin, China

    17 h-index

    51 publications

    2K citations

  3. IBM (United States)

    Armonk, United States

    15 h-index

    28 publications

    8K citations

  4. Anna University, Chennai

    Chennai, India

    13 h-index

    20 publications

    560 citations

  5. Simon Fraser University

    Burnaby, Canada

    13 h-index

    25 publications

    2.8K citations

  6. The University of Texas at Dallas

    Richardson, United States

    12 h-index

    20 publications

    1.4K citations

  7. Xidian University

    Xi'an, China

    11 h-index

    35 publications

    1.4K citations

  8. Stevens Institute of Technology

    Hoboken, United States

    11 h-index

    21 publications

    2.8K citations

1–8 of 767

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 18 publications · 5.2K citations

    17

    h-index

  2. IEEE Access

    19 publications · 1.5K citations

    15

    h-index

  3. Information Sciences

    14 publications · 705 citations

    13

    h-index

  4. Data & Knowledge Engineering

    DKE · 12 publications · 539 citations

    11

    h-index

  5. Expert Systems with Applications

    11 publications · 424 citations

    11

    h-index

1–5