Clean-label backdoor attack on link prediction task

Clean-label backdoor attack on link prediction task

Abstract Graph Neural Networks (GNNs) have shown excellent performance as a powerful tool on link prediction task. Recent studies have shown that link prediction based on GNNs is vulnerable to backdoor attacks. However, existing backdoor attack methods on link prediction task require modification of...

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Bibliographic Details
Main Authors: Junming Mo, Ming Xu, Xiaogang Xing
Format: Article
Language:English
Published: SpringerOpen 2025-08-01
Series:Cybersecurity
Subjects:
Backdoor attacks
Link prediction
Graph neural networks
Clean label
Online Access:https://doi.org/10.1186/s42400-024-00353-2
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https://doi.org/10.1186/s42400-024-00353-2

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