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On the (In)Feasibility of Attribute Inference Attacks on Machine
  Learning Models

On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models

12 March 2021
Benjamin Zi Hao Zhao
Aviral Agrawal
Catisha Coburn
H. Asghar
Raghav Bhaskar
M. Kâafar
Darren Webb
Peter Dickinson
    MIACV
ArXivPDFHTML

Papers citing "On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models"

7 / 7 papers shown
Title
A Survey on Privacy Risks and Protection in Large Language Models
A Survey on Privacy Risks and Protection in Large Language Models
Kang Chen
Xiuze Zhou
Yuanguo Lin
Shibo Feng
Li Shen
Pengcheng Wu
AILaw
PILM
138
0
0
04 May 2025
DeSIA: Attribute Inference Attacks Against Limited Fixed Aggregate Statistics
DeSIA: Attribute Inference Attacks Against Limited Fixed Aggregate Statistics
Yifeng Mao
Bozhidar Stevanoski
Yves-Alexandre de Montjoye
47
0
0
25 Apr 2025
DPpack: An R Package for Differentially Private Statistical Analysis and
  Machine Learning
DPpack: An R Package for Differentially Private Statistical Analysis and Machine Learning
S. Giddens
F. Liu
27
1
0
19 Sep 2023
A Privacy-Preserving Energy Theft Detection Model for Effective
  Demand-Response Management in Smart Grids
A Privacy-Preserving Energy Theft Detection Model for Effective Demand-Response Management in Smart Grids
Arwa Alromih
John A. Clark
P. Gope
29
3
0
23 Mar 2023
Are Attribute Inference Attacks Just Imputation?
Are Attribute Inference Attacks Just Imputation?
Bargav Jayaraman
David E. Evans
TDI
MIACV
26
46
0
02 Sep 2022
Synthetic Data -- what, why and how?
Synthetic Data -- what, why and how?
James Jordon
Lukasz Szpruch
F. Houssiau
M. Bottarelli
Giovanni Cherubin
Carsten Maple
Samuel N. Cohen
Adrian Weller
40
109
0
06 May 2022
Membership Inference Attacks on Machine Learning: A Survey
Membership Inference Attacks on Machine Learning: A Survey
Hongsheng Hu
Z. Salcic
Lichao Sun
Gillian Dobbie
Philip S. Yu
Xuyun Zhang
MIACV
30
412
0
14 Mar 2021
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