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On Inferring Training Data Attributes in Machine Learning Models
v1v2 (latest)

On Inferring Training Data Attributes in Machine Learning Models

28 August 2019
Benjamin Zi Hao Zhao
Hassan Jameel Asghar
Raghav Bhaskar
M. Kâafar
    TDIMIACV
ArXiv (abs)PDFHTML

Papers citing "On Inferring Training Data Attributes in Machine Learning Models"

8 / 8 papers shown
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond
Qiongxiu Li
Xiaoyu Luo
Yiyi Chen
Johannes Bjerva
571
7
0
10 Mar 2025
SoK: Memorisation in machine learning
SoK: Memorisation in machine learning
Dmitrii Usynin
Moritz Knolle
Georgios Kaissis
343
1
0
06 Nov 2023
Membership Inference Attacks on Machine Learning: A Survey
Membership Inference Attacks on Machine Learning: A SurveyACM Computing Surveys (CSUR), 2021
Hongsheng Hu
Z. Salcic
Lichao Sun
Gillian Dobbie
Philip S. Yu
Xuyun Zhang
MIACV
395
629
0
14 Mar 2021
On the (In)Feasibility of Attribute Inference Attacks on Machine
  Learning Models
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning ModelsEuropean Symposium on Security and Privacy (EuroS&P), 2021
Benjamin Zi Hao Zhao
Aviral Agrawal
Catisha Coburn
Hassan Jameel Asghar
Raghav Bhaskar
M. Kâafar
Darren Webb
Peter Dickinson
MIACV
148
50
0
12 Mar 2021
Membership Inference Attack on Graph Neural Networks
Membership Inference Attack on Graph Neural NetworksInternational Conference on Trust, Privacy and Security in Intelligent Systems and Applications (ICPSISA), 2021
Iyiola E. Olatunji
Wolfgang Nejdl
Megha Khosla
AAML
319
136
0
17 Jan 2021
Not one but many Tradeoffs: Privacy Vs. Utility in Differentially
  Private Machine Learning
Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning
Benjamin Zi Hao Zhao
M. Kâafar
N. Kourtellis
178
35
0
20 Aug 2020
Data and Model Dependencies of Membership Inference Attack
Data and Model Dependencies of Membership Inference Attack
Shakila Mahjabin Tonni
Dinusha Vatsalan
F. Farokhi
Dali Kaafar
Zhigang Lu
Gioacchino Tangari
336
23
0
17 Feb 2020
Modelling and Quantifying Membership Information Leakage in Machine
  Learning
Modelling and Quantifying Membership Information Leakage in Machine Learning
F. Farokhi
M. Kâafar
AAMLFedMLMIACV
241
26
0
29 Jan 2020
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