Concepedia

Information Leakage

Information Leakage is an error in machine learning model evaluation wherein data from outside the training dataset is inadvertently used during model development, leading to overestimated performance by violating the assumption of independent and identically distributed test conditions.

1.4K

Publications

66.7K

Citations

3.9K

Authors

1.1K

Institutions

Publications per year

2017–2026

716

Parents

Publications

1.4K

BERT4Rec

Fei Sun, Jun Liu, Jian Wu et al. · 2019 · 2.3K citations

, , +11

Federated Learning With Differential Privacy: Algorithms and Performance Analysis

Kang Wei, Jun Li, Ming Ding et al. · IEEE Transactions on Information Forensics and Security · 2020 · 2.2K citations · Full text

, , +17

Certifying and Removing Disparate Impact

Michael Feldman, Sorelle A. Friedler, John Moeller et al. · 2015 · 1.8K citations

, , +16

Robust and Secure Wireless Communications via Intelligent Reflecting Surfaces

Xianghao Yu, Dongfang Xu, Ying Sun et al. · IEEE Journal on Selected Areas in Communications · 2020 · 813 citations · Full text

, , +16

How Rapidly Does New Industrial Technology Leak Out?

Edwin Mansfield · Journal of Industrial Economics · 1985 · 720 citations

, , +14

1–5 of 1.4K

Authors

3.9K

  1. HV
    H. Vincent Poor

    Princeton University, United States

    11 publications · 2.8K citations

    11

    h-index

  2. PM
    Pasquale Malacaria

    Queen Mary University of London, United Kingdom

    11 publications · 629 citations

    11

    h-index

  3. YH
    Yu‐ichi Hayashi

    Tohoku University, Japan

    11 publications · 292 citations

    11

    h-index

  4. CP
    Catuscia Palamidessi

    Laboratoire d'Informatique de l'École Polytechnique, France

    10 publications · 611 citations

    10

    h-index

  5. FP
    Flávio P. Calmon

    Harvard University Press, United States

    9 publications · 411 citations

    9

    h-index

1–5 of 3.9K

Institutions

1.1K

  1. Xidian University

    Xi'an, China

    17 h-index

    67 publications

    2.8K citations

  2. Princeton University

    Princeton, United States

    17 h-index

    47 publications

    4.8K citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    17 h-index

    66 publications

    2.9K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    16 h-index

    36 publications

    1.2K citations

  5. National University of Singapore

    Singapore, Singapore

    16 h-index

    39 publications

    3.7K citations

  6. Georgia Institute of Technology

    Atlanta, United States

    16 h-index

    40 publications

    2.3K citations

  7. Tsinghua University

    Beijing, China

    16 h-index

    43 publications

    2.1K citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    15 h-index

    44 publications

    2.2K citations

1–8 of 1.1K

Venues

  1. 31

    h-index

  2. IEEE Access

    42 publications · 1.3K citations

    22

    h-index

  3. arXiv (Cornell University)

    Repository · 52 publications · 1.7K citations

    21

    h-index

  4. IEEE Transactions on Information Theory

    19 publications · 699 citations

    15

    h-index

  5. SSRN Electronic Journal

    Repository · 23 publications · 474 citations

    15

    h-index

1–5