Concepedia

Privacy Budget Allocation

Privacy Budget Allocation is a method in differential privacy that determines how a fixed privacy budget is distributed across multiple queries or computations to balance utility and privacy guarantees.

67

Publications

4K

Citations

283

Authors

133

Institutions

Publications per year

2017–2026

57

Parents

Publications

67

Privacy in Pharmacogenetics: An End-to-End Case Study of Personalized Warfarin Dosing.

Matt Fredrikson, Éric Lantz, Somesh Jha et al. · PubMed · 2014 · 568 citations

, , +16

GUPT

Prashanth Mohan, Abhradeep Thakurta, Elaine Shi et al. · 2012 · 221 citations

, , +16

Federated Learning with Bayesian Differential Privacy

Aleksei Triastcyn, Boi Faltings · 2019 · 199 citations · Full text

, , +17

Personalized Federated Learning With Differential Privacy and Convergence Guarantee

Kang Wei, Jun Li, Chuan Ma et al. · IEEE Transactions on Information Forensics and Security · 2023 · 190 citations

, , +16

Differentially Private Model Publishing for Deep Learning

2019 · 188 citations · Full text

, , +14

1–5 of 67

Authors

283

  1. HV
    H. Vincent Poor

    Princeton University, United States

    3 publications · 239 citations

    3

    h-index

  2. KW
    Kang Wei

    Nanjing University of Science and Technology, China

    3 publications · 239 citations

    3

    h-index

  3. JL
    Jun Li

    Nanjing University of Science and Technology, China

    3 publications · 239 citations

    3

    h-index

  4. MD
    Ming Ding

    Data61, Australia

    3 publications · 239 citations

    3

    h-index

  5. MX
    Mingjun Xiao

    University of Science and Technology of China, China

    2 publications · 69 citations

    2

    h-index

1–5 of 283

Institutions

133

  1. Pennsylvania State University

    State College, United States

    3 h-index

    3 publications

    421 citations

  2. Nanjing University of Posts and Telecommunications

    Nanjing, China

    3 h-index

    10 publications

    264 citations

  3. Xidian University

    Xi'an, China

    3 h-index

    13 publications

    505 citations

  4. Nanjing University of Science and Technology

    Nanjing, China

    3 h-index

    7 publications

    580 citations

  5. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    3 h-index

    5 publications

    311 citations

  6. Zhejiang University

    Hangzhou, China

    3 h-index

    3 publications

    137 citations

  7. Swinburne University of Technology

    Melbourne, Australia

    3 h-index

    13 publications

    1.4K citations

  8. Zhejiang Lab

    Hangzhou, China

    3 h-index

    3 publications

    253 citations

1–8 of 133

Venues

  1. IEEE Access

    7 publications · 182 citations

    7

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 282 citations

    6

    h-index

  3. IEEE Internet of Things Journal

    5 publications · 391 citations

    5

    h-index

  4. 4

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 146 citations

    2

    h-index

1–5