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Do Parameters Reveal More than Loss for Membership Inference?
17 June 2024
Anshuman Suri
Xiao Zhang
David E. Evans
MIACV
MIALM
AAML
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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
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
Jasper Tan
Blake Mason
Hamid Javadi
Richard G. Baraniuk
FedML
37
19
0
02 Feb 2022
1