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Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference
  Perspective

Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective

12 May 2021
Shahbaz Rezaei
Zubair Shafiq
Xin Liu
    FedML
    MIACV
ArXivPDFHTML

Papers citing "Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective"

3 / 3 papers shown
Title
Reconstructing training data from document understanding models
Reconstructing training data from document understanding models
Jérémie Dentan
Arnaud Paran
A. Shabou
AAML
SyDa
49
1
0
05 Jun 2024
An Efficient Subpopulation-based Membership Inference Attack
An Efficient Subpopulation-based Membership Inference Attack
Shahbaz Rezaei
Xin Liu
MIACV
29
5
0
04 Mar 2022
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
276
5,661
0
05 Dec 2016
1