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2104.13061
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Property Inference Attacks on Convolutional Neural Networks: Influence and Implications of Target Model's Complexity
27 April 2021
Mathias Parisot
Balázs Pejó
Dayana Spagnuelo
MIACV
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Papers citing
"Property Inference Attacks on Convolutional Neural Networks: Influence and Implications of Target Model's Complexity"
18 / 18 papers shown
Title
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach
Hanyang Yuan
Jiarong Xu
Renhong Huang
Mingli Song
Chunping Wang
Yang Yang
AAML
38
1
0
06 Nov 2024
FRIDA: Free-Rider Detection using Privacy Attacks
Pol G. Recasens
Ádám Horváth
Alberto Gutierrez-Torre
Jordi Torres
Josep Ll. Berral
Balázs Pejó
FedML
24
0
0
07 Oct 2024
CURE: Privacy-Preserving Split Learning Done Right
Halil Ibrahim Kanpak
Aqsa Shabbir
Esra Genç
Alptekin Küpçü
Sinem Sav
17
0
0
12 Jul 2024
Inference Attacks: A Taxonomy, Survey, and Promising Directions
Feng Wu
Lei Cui
Shaowen Yao
Shui Yu
36
2
0
04 Jun 2024
Unraveling Attacks in Machine Learning-based IoT Ecosystems: A Survey and the Open Libraries Behind Them
Chao-Jung Liu
Boxi Chen
Wei Shao
Chris Zhang
Kelvin Wong
Yi Zhang
19
3
0
22 Jan 2024
Security and Privacy Issues and Solutions in Federated Learning for Digital Healthcare
Hyejun Jeong
Tai-Myung Chung
FedML
11
1
0
16 Jan 2024
Transpose Attack: Stealing Datasets with Bidirectional Training
Guy Amit
Mosh Levy
Yisroel Mirsky
SILM
AAML
23
0
0
13 Nov 2023
Private Training Set Inspection in MLaaS
Mingxue Xu
Tongtong Xu
Po-Yu Chen
17
0
0
15 May 2023
MLHOps: Machine Learning for Healthcare Operations
Kristoffer Larsen
Vallijah Subasri
A. Krishnan
Cláudio Tinoco Mesquita
Diana Paez
Laleh Seyyed-Kalantari
Amalia Peix
LM&MA
AI4TS
VLM
19
2
0
04 May 2023
Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations
Lukas Struppek
Dominik Hintersdorf
Felix Friedrich
Manuel Brack
P. Schramowski
Kristian Kersting
MIACV
25
2
0
16 Mar 2023
Bag of Tricks for Training Data Extraction from Language Models
Weichen Yu
Tianyu Pang
Qian Liu
Chao Du
Bingyi Kang
Yan Huang
Min-Bin Lin
Shuicheng Yan
19
47
0
09 Feb 2023
Memorization of Named Entities in Fine-tuned BERT Models
Andor Diera
N. Lell
Aygul Garifullina
A. Scherp
10
0
0
07 Dec 2022
Inferring Class Label Distribution of Training Data from Classifiers: An Accuracy-Augmented Meta-Classifier Attack
Raksha Ramakrishna
Gyorgy Dán
8
2
0
08 Nov 2022
A Comprehensive Survey on Trustworthy Recommender Systems
Wenqi Fan
Xiangyu Zhao
Xiao Chen
Jingran Su
Jingtong Gao
...
Qidong Liu
Yiqi Wang
Hanfeng Xu
Lei Chen
Qing Li
FaML
19
46
0
21 Sep 2022
Group Property Inference Attacks Against Graph Neural Networks
Xiuling Wang
Wendy Hui Wang
AAML
19
30
0
02 Sep 2022
PPA: Preference Profiling Attack Against Federated Learning
Chunyi Zhou
Yansong Gao
Anmin Fu
Kai Chen
Zhiyang Dai
Zhi-Li Zhang
Minhui Xue
Yuqing Zhang
AAML
14
21
0
10 Feb 2022
Privacy-Preserving Machine Learning: Methods, Challenges and Directions
Runhua Xu
Nathalie Baracaldo
J. Joshi
17
99
0
10 Aug 2021
Investigating Membership Inference Attacks under Data Dependencies
Thomas Humphries
Simon Oya
Lindsey Tulloch
Matthew Rafuse
I. Goldberg
Urs Hengartner
Florian Kerschbaum
MIACV
MIALM
12
35
0
23 Oct 2020
1