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Measuring Unintended Memorisation of Unique Private Features in Neural
  Networks

Measuring Unintended Memorisation of Unique Private Features in Neural Networks

16 February 2022
J. Hartley
Sotirios A. Tsaftaris
ArXiv (abs)PDFHTML

Papers citing "Measuring Unintended Memorisation of Unique Private Features in Neural Networks"

7 / 7 papers shown
Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study
Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study
Eric Aubinais
Philippe Formont
Pablo Piantanida
Elisabeth Gassiat
347
1
0
10 Feb 2025
Fundamental Limits of Membership Inference Attacks on Machine Learning Models
Fundamental Limits of Membership Inference Attacks on Machine Learning Models
Eric Aubinais
Elisabeth Gassiat
Pablo Piantanida
MIACV
638
5
0
20 Oct 2023
Dissecting Distribution Inference
Dissecting Distribution Inference
Anshuman Suri
Yifu Lu
Yanjin Chen
David Evans
264
17
0
15 Dec 2022
Understanding Rare Spurious Correlations in Neural Networks
Understanding Rare Spurious Correlations in Neural Networks
Yao-Yuan Yang
Chi-Ning Chou
Kamalika Chaudhuri
AAML
326
31
0
10 Feb 2022
Learning Disentangled Representations in the Imaging Domain
Learning Disentangled Representations in the Imaging Domain
Xiao Liu
Pedro Sanchez
Spyridon Thermos
Alison Q. OÑeil
Sotirios A. Tsaftaris
OODDRL
846
92
0
26 Aug 2021
Survey: Leakage and Privacy at Inference Time
Survey: Leakage and Privacy at Inference Time
Marija Jegorova
Chaitanya Kaul
Charlie Mayor
Alison Q. OÑeil
Alexander Weir
Roderick Murray-Smith
Sotirios A. Tsaftaris
PILMMIACV
308
92
0
04 Jul 2021
What Neural Networks Memorize and Why: Discovering the Long Tail via
  Influence Estimation
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence EstimationNeural Information Processing Systems (NeurIPS), 2020
Vitaly Feldman
Chiyuan Zhang
TDI
679
595
0
09 Aug 2020
1
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