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Membership Model Inversion Attacks for Deep Networks

Membership Model Inversion Attacks for Deep Networks

9 October 2019
S. Basu
R. Izmailov
Chris Mesterharm
    MIACV
ArXiv (abs)PDFHTML

Papers citing "Membership Model Inversion Attacks for Deep Networks"

7 / 7 papers shown
Canary Extraction in Natural Language Understanding Models
Canary Extraction in Natural Language Understanding ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Rahil Parikh
Christophe Dupuy
Rahul Gupta
143
30
0
25 Mar 2022
Improving the Behaviour of Vision Transformers with Token-consistent
  Stochastic Layers
Improving the Behaviour of Vision Transformers with Token-consistent Stochastic LayersSocial Science Research Network (SSRN), 2021
Nikola Popovic
D. Paudel
Thomas Probst
Luc Van Gool
355
1
0
30 Dec 2021
Generative Adversarial Networks: A Survey Towards Private and Secure
  Applications
Generative Adversarial Networks: A Survey Towards Private and Secure ApplicationsACM Computing Surveys (CSUR), 2021
Zhipeng Cai
Zuobin Xiong
Honghui Xu
Peng-Shuai Wang
Wei Li
Yi-Lun Pan
266
177
0
07 Jun 2021
Bounding Information Leakage in Machine Learning
Bounding Information Leakage in Machine Learning
Ganesh Del Grosso
Georg Pichler
C. Palamidessi
Pablo Piantanida
MIACVFedML
204
15
0
09 May 2021
Visual Security Evaluation of Learnable Image Encryption Methods against
  Ciphertext-only Attacks
Visual Security Evaluation of Learnable Image Encryption Methods against Ciphertext-only Attacks
Warit Sirichotedumrong
Hitoshi Kiya
AAML
125
10
0
13 Oct 2020
A GAN-Based Image Transformation Scheme for Privacy-Preserving Deep
  Neural Networks
A GAN-Based Image Transformation Scheme for Privacy-Preserving Deep Neural NetworksEuropean Signal Processing Conference (EUSIPCO), 2020
Warit Sirichotedumrong
Hitoshi Kiya
PICV
129
77
0
02 Jun 2020
Privacy Leakage Avoidance with Switching Ensembles
Privacy Leakage Avoidance with Switching EnsemblesIEEE Military Communications Conference (MILCOM), 2019
R. Izmailov
Peter Lin
Chris Mesterharm
S. Basu
139
2
0
18 Nov 2019
1
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