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2311.16139
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GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN Models
3 November 2023
Zeyu Song
Ehsanul Kabir
Shagufta Mehnaz
Re-assign community
ArXiv
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Papers citing
"GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN Models"
6 / 6 papers shown
Title
Rethinking Graph Neural Networks for Anomaly Detection
Jianheng Tang
Jiajin Li
Zi-Chao Gao
Jia Li
67
202
0
31 May 2022
threaTrace: Detecting and Tracing Host-based Threats in Node Level Through Provenance Graph Learning
Su Wang
Zhiliang Wang
Tao Zhou
Xia Yin
Dongqi Han
Han Zhang
Hongbin Sun
Xingang Shi
Jiahai Yang
24
69
0
08 Nov 2021
Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realization
Bang Wu
Xiangwen Yang
Shirui Pan
Xingliang Yuan
MIACV
MLAU
47
53
0
24 Oct 2020
Stealing Links from Graph Neural Networks
Xinlei He
Jinyuan Jia
Michael Backes
Neil Zhenqiang Gong
Yang Zhang
AAML
58
168
0
05 May 2020
Multi-scale Attributed Node Embedding
Benedek Rozemberczki
Carl Allen
Rik Sarkar
GNN
145
833
0
28 Sep 2019
Representation Learning on Graphs with Jumping Knowledge Networks
Keyulu Xu
Chengtao Li
Yonglong Tian
Tomohiro Sonobe
Ken-ichi Kawarabayashi
Stefanie Jegelka
GNN
229
1,941
0
09 Jun 2018
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