Concepedia

Private Data Aggregation

Private Data Aggregation is a computational framework that enables the secure collection and summarization of sensitive data from distributed sources while preserving individual privacy through cryptographic or noise-based perturbation techniques.

94

Publications

6.2K

Citations

294

Authors

138

Institutions

Publications per year

2017–2026

48

Parents

Publications

94

Differentially private aggregation of distributed time-series with transformation and encryption

Vibhor Rastogi, Suman Nath · 2010 · 535 citations

, , +16

PDA: Privacy-Preserving Data Aggregation in Wireless Sensor Networks

Wenbo He, Xiao Liu, Hoàng Việt Nguyễn et al. · 2007 · 436 citations · Full text

, , +16

Privacy-Preserving and Efficient Aggregation Based on Blockchain for Power Grid Communications in Smart Communities

Zhitao Guan, Guanlin Si, Xiaosong Zhang et al. · IEEE Communications Magazine · 2018 · 364 citations

, , +17

Private and Continual Release of Statistics

T-H. Hubert Chan, Elaine Shi, Dawn Song · ACM Transactions on Information and System Security · 2011 · 357 citations

, , +16

Privacy diffusion on the web

Balachander Krishnamurthy, Craig E. Wills · 2009 · 257 citations

, , +14

1–5 of 94

Authors

294

  1. LF
    Liyue Fan

    University of Southern California, United States

    4 publications · 115 citations

    4

    h-index

  2. LX
    Li Xiong

    Emory University, United States

    3 publications · 82 citations

    3

    h-index

  3. YL
    Yining Liu

    Guilin University of Electronic Technology, China

    3 publications · 173 citations

    3

    h-index

  4. JC
    Jae‐Woo Chang

    Jeonbuk National University, South Korea

    3 publications · 48 citations

    3

    h-index

  5. RB
    Rabindra Bista

    Kathmandu University, Nepal

    3 publications · 48 citations

    3

    h-index

1–5 of 294

Institutions

138

  1. Universitat Rovira i Virgili

    Tarragona, Spain

    5 h-index

    14 publications

    917 citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    12 publications

    571 citations

  3. Purdue University West Lafayette

    West Lafayette, United States

    4 h-index

    6 publications

    716 citations

  4. Samsung (United States)

    Ridgefield Park, United States

    4 h-index

    7 publications

    1K citations

  5. Emory University

    Atlanta, United States

    4 h-index

    12 publications

    493 citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    12 publications

    2.4K citations

  7. Guilin University of Electronic Technology

    Guilin, China

    3 h-index

    6 publications

    346 citations

  8. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    5 publications

    297 citations

1–8 of 138

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 317 citations

    7

    h-index

  2. Information Fusion

    2 publications · 64 citations

    2

    h-index

  3. IEEE Internet of Things Journal

    2 publications · 77 citations

    2

    h-index

  4. IEEE Access

    2 publications · 37 citations

    2

    h-index

  5. IEEE Transactions on Dependable and Secure Computing

    TDSC · 2 publications · 168 citations

    2

    h-index

1–5