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Graph auto-encoder with a personalized PageRank for model inversion attack on graph neural networks

Model inversion attack is the well-known privacy attack, in which the attacker infers the sensitive information of the input data by analyzing the output results of the model. Recently, due to the strength of Graph Neural Networks (GNNs), many tasks based on GNNs extract features from graph-structur...

Ausführliche Beschreibung

Gespeichert in:
Bibliografische Detailangaben
Hauptverfasser: Ning Luan, Lin Zhao, Weihua Cheng, Shuming Feng, Hui Wang, Xiaoyang Chang, Dongqin Shen
Format: Artigo
Sprache:Inglês
Veröffentlicht: PeerJ Inc. 2026-04-01
Schriftenreihe:PeerJ Computer Science
Schlagworte:
Online-Zugang:https://peerj.com/articles/cs-3732.pdf
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