Concepedia

Attribute Inference

Attribute Inference is a type of privacy attack in which the distinguishing characteristic is the prediction of sensitive attributes not present in a dataset by exploiting patterns and correlations in auxiliary or quasi-identifying information.

137

Publications

18.5K

Citations

387

Authors

164

Institutions

Publications per year

2017–2026

73

Parents

Publications

137

Deep Learning Face Attributes in the Wild

Ziwei Liu, Ping Luo, Xiaogang Wang et al. · 2015 · 7.7K citations

, , +13

Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting

Samuel Yeom, Irene Giacomelli, Matt Fredrikson et al. · 2018 · 904 citations

, , +17

To join or not to join

Elena Zheleva, Lise Getoor · 2009 · 539 citations

, , +16

Collective Data-Sanitization for Preventing Sensitive Information Inference Attacks in Social Networks

Zhipeng Cai, Zaobo He, Xin Guan et al. · IEEE Transactions on Dependable and Secure Computing · 2016 · 532 citations

, , +16

PANDA: Pose Aligned Networks for Deep Attribute Modeling

Ning Zhang, Manohar Paluri, Marc’Aurelio Ranzato et al. · 2014 · 500 citations

, , +16

1–5 of 137

Authors

387

  1. NZ
    Neil Zhenqiang Gong

    Duke University, United States

    9 publications · 703 citations

    9

    h-index

  2. PL
    Ping Luo

    University of Hong Kong, Hong Kong SAR China

    7 publications · 8.8K citations

    7

    h-index

  3. XT
    Xiaoou Tang

    Chinese University of Hong Kong, Hong Kong SAR China

    6 publications · 8.7K citations

    6

    h-index

  4. CC
    Chen Change Loy

    Nanyang Technological University, Singapore

    4 publications · 959 citations

    4

    h-index

  5. SZ
    Song‐Chun Zhu

    University of California, Los Angeles, United States

    3 publications · 139 citations

    3

    h-index

1–5 of 387

Institutions

164

  1. University of California, Los Angeles

    Los Angeles, United States

    4 h-index

    7 publications

    416 citations

  2. Beihang University

    Beijing, China

    4 h-index

    10 publications

    222 citations

  3. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    10 publications

    639 citations

  4. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    14 publications

    34.4K citations

  5. Iowa State University

    Ames, United States

    4 h-index

    8 publications

    617 citations

  6. King Abdullah University of Science and Technology

    Jeddah, Saudi Arabia

    3 h-index

    6 publications

    801 citations

  7. Arizona State University

    Tempe, United States

    3 h-index

    10 publications

    594 citations

  8. National University of Singapore

    Singapore, Singapore

    3 h-index

    6 publications

    1K citations

1–8 of 164

Venues

  1. arXiv (Cornell University)

    Repository · 22 publications · 725 citations

    16

    h-index

  2. Journal of Consumer Research

    JCR · 3 publications · 640 citations

    3

    h-index

  3. 3

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 253 citations

    2

    h-index

  5. IEEE Transactions on Network Science and Engineering

    NSE · 2 publications · 50 citations

    2

    h-index

1–5