Concepedia

Inference Privacy

Inference Privacy is a privacy-preserving framework that belongs to the class of edge privacy mechanisms, distinguished by its focus on preventing unauthorized inference of sensitive information from data or model outputs in edge computing environments through obfuscation, perturbation, or access control techniques.

65

Publications

2.2K

Citations

242

Authors

114

Institutions

Publications per year

2017–2026

49

Parents

Publications

65

Sparse Mobile Crowdsensing With Differential and Distortion Location Privacy

Leye Wang, Daqing Zhang, Dingqi Yang et al. · IEEE Transactions on Information Forensics and Security · 2020 · 139 citations · Full text

, , +16

Privacy in Deep Learning: A Survey

Fatemehsadat Mireshghallah, Mohammadkazem Taram, Praneeth Vepakomma et al. · arXiv (Cornell University) · 2020 · 98 citations · Full text

, , +17

ρ-uncertainty

Jianneng Cao, Panagiotis Karras, Chedy Raïssi et al. · Proceedings of the VLDB Endowment · 2010 · 88 citations · Full text

, , +17

Adversarial Privacy-Preserving Graph Embedding Against Inference Attack

Guangchun Luo, Ye Yang, Wei Li et al. · IEEE Internet of Things Journal · 2020 · 84 citations

, , +13

Towards Privacy-preserving Incentive for Mobile Crowdsensing Under An Untrusted Platform

Zhibo Wang, Jingxin Li, Jiahui Hu et al. · 2019 · 78 citations

, , +15

1–5 of 65

Authors

242

  1. WP
    Wee Peng Tay

    Nanyang Technological University, Singapore

    5 publications · 161 citations

    5

    h-index

  2. MS
    Meng Sun

    Nanyang Technological University, Singapore

    4 publications · 148 citations

    4

    h-index

  3. MA
    Murali Annavaram

    University of Southern California, United States

    3 publications · 95 citations

    3

    h-index

  4. ZW
    Zhibo Wang

    Wuhan University, China

    3 publications · 139 citations

    3

    h-index

  5. YW
    Yongqin Wang

    Chongqing University, China

    2 publications · 78 citations

    2

    h-index

1–5 of 242

Institutions

114

  1. Nanyang Technological University

    Singapore, Singapore

    6 h-index

    17 publications

    509 citations

  2. University of Southern California

    Los Angeles, United States

    6 h-index

    14 publications

    347 citations

  3. California Southern University

    Chandler, United States

    4 h-index

    8 publications

    249 citations

  4. Wuhan University

    Wuhan, China

    4 h-index

    12 publications

    536 citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    3 h-index

    10 publications

    424 citations

  6. Chalmers University of Technology

    Gothenburg, Sweden

    3 h-index

    3 publications

    77 citations

  7. Sun Yat-sen University

    Guangzhou, China

    3 h-index

    8 publications

    267 citations

  8. National University of Singapore

    Singapore, Singapore

    2 h-index

    4 publications

    403 citations

1–8 of 114

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 216 citations

    7

    h-index

  2. 5

    h-index

  3. IEEE Internet of Things Journal

    2 publications · 111 citations

    2

    h-index

  4. IEEE Intelligent Systems

    1 publications · 21 citations

    1

    h-index

  5. Proceedings of the VLDB Endowment

    PVLDB · 1 publications · 88 citations

    1

    h-index

1–5