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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
Hassan Jameel 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"

8 / 8 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
222
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
52
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
38
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
39
3
0
23 Mar 2023
On the Alignment of Group Fairness with Attribute Privacy
On the Alignment of Group Fairness with Attribute Privacy
Jan Aalmoes
Vasisht Duddu
A. Boutet
43
2
0
18 Nov 2022
Are Attribute Inference Attacks Just Imputation?
Are Attribute Inference Attacks Just Imputation?
Bargav Jayaraman
David Evans
TDI
MIACV
42
47
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
51
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
35
412
0
14 Mar 2021
1