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Do Parameters Reveal More than Loss for Membership Inference?

Do Parameters Reveal More than Loss for Membership Inference?

17 June 2024
Anshuman Suri
Xiao Zhang
David E. Evans
    MIACV
    MIALM
    AAML
ArXivPDFHTML

Papers citing "Do Parameters Reveal More than Loss for Membership Inference?"

2 / 2 papers shown
Title
PANORAMIA: Privacy Auditing of Machine Learning Models without
  Retraining
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
Mishaal Kazmi
H. Lautraite
Alireza Akbari
Mauricio Soroco
Qiaoyue Tang
Tao Wang
Sébastien Gambs
Mathias Lécuyer
37
8
0
12 Feb 2024
Parameters or Privacy: A Provable Tradeoff Between Overparameterization
  and Membership Inference
Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference
Jasper Tan
Blake Mason
Hamid Javadi
Richard G. Baraniuk
FedML
37
19
0
02 Feb 2022
1