Concepedia

Privacy-preserving Data Aggregation

Privacy-Preserving Data Aggregation is a data aggregation method that enables the collection and analysis of aggregate-level information from distributed IoT devices while ensuring individual data contributors' privacy through cryptographic, perturbation-based, or anonymization techniques.

496

Publications

29.1K

Citations

1.3K

Authors

515

Institutions

Publications per year

2017–2026

299

Parents

Publications

496

EPPA: An Efficient and Privacy-Preserving Aggregation Scheme for Secure Smart Grid Communications

Rongxing Lu, Xiaohui Liang, Xu Li et al. · IEEE Transactions on Parallel and Distributed Systems · 2012 · 770 citations

, , +17

Security and Privacy for Cloud-Based IoT: Challenges

Jun Zhou, Zhenfu Cao, Xiaolei Dong et al. · IEEE Communications Magazine · 2017 · 651 citations

, , +17

Secure Information Aggregation for Smart Grids Using Homomorphic Encryption

Fengjun Li, Bo Luo, Peng Liu · 2010 · 569 citations

, , +17

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

Vibhor Rastogi, Suman Nath · 2010 · 535 citations

, , +16

Efficient aggregation of encrypted data in wireless sensor networks

Claude Castelluccia, Einar Mykletun, Gene Tsudik · 2005 · 520 citations

, , +16

1–5 of 496

Authors

1.3K

  1. RL
    Rongxing Lu

    University of New Brunswick, Canada

    28 publications · 2.4K citations

    23

    h-index

  2. XS
    Xuemin Shen

    University of Waterloo, Canada

    13 publications · 1.7K citations

    13

    h-index

  3. YL
    Yining Liu

    Guilin University of Electronic Technology, China

    15 publications · 1K citations

    13

    h-index

  4. XL
    Xiaodong Lin

    University of Waterloo, Canada

    13 publications · 939 citations

    13

    h-index

  5. ZC
    Zhenfu Cao

    Shanghai Jiao Tong University, China

    11 publications · 1.3K citations

    11

    h-index

1–5 of 1.3K

Institutions

515

  1. Nanyang Technological University

    Singapore, Singapore

    16 h-index

    36 publications

    2.8K citations

  2. Guilin University of Electronic Technology

    Guilin, China

    16 h-index

    43 publications

    2.7K citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    16 h-index

    37 publications

    1.9K citations

  4. University of Waterloo

    Waterloo, Canada

    15 h-index

    42 publications

    6.1K citations

  5. Nanjing University of Posts and Telecommunications

    Nanjing, China

    14 h-index

    30 publications

    2K citations

  6. Ontario Tech University

    Oshawa, Canada

    13 h-index

    19 publications

    2.6K citations

  7. Xidian University

    Xi'an, China

    13 h-index

    35 publications

    1.8K citations

  8. King Saud University

    Riyadh, Saudi Arabia

    13 h-index

    16 publications

    1.3K citations

1–8 of 515

Venues

  1. IEEE Internet of Things Journal

    37 publications · 2.2K citations

    29

    h-index

  2. IEEE Access

    18 publications · 1.2K citations

    16

    h-index

  3. IEEE Transactions on Industrial Informatics

    15 publications · 1.7K citations

    14

    h-index

  4. 13

    h-index

  5. IEEE Systems Journal

    ISJ · 13 publications · 581 citations

    12

    h-index

1–5