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Adaptive regulation-based Mutual Information Camouflage Poisoning Attack in Graph Neural Networks

Jihui Yin Taorui Yang Yifei Sun Jianzhi Gao Jiangbo Lu Zhi-Hui Zhan

Journal of Automation and Intelligence2025，Vol.4Issue(1)：P.21-28,8.

Journal of Automation and Intelligence2025，Vol.4Issue(1)：P.21-28,8.DOI:10.1016/j.jai.2024.12.001

Adaptive regulation-based Mutual Information Camouflage Poisoning Attack in Graph Neural Networks

Jihui Yin ¹Taorui Yang ²Yifei Sun ¹Jianzhi Gao ¹Jiangbo Lu ¹Zhi-Hui Zhan³

作者信息

1. School of Physics and Information Technology,Shaanxi Normal University,Xi’an,710100,China
2. Faculty of dentistry,University of Szeged,Szeged,H-6720,Hungary
3. College of Artificial Intelligence,Nankai University,Tianjin,300350,China
折叠

摘要

关键词

Mutual information/Adaptive weighting/Poisoning attack Graph neural networks

分类

信息技术与安全科学

引用本文复制引用

Jihui Yin,Taorui Yang,Yifei Sun,Jianzhi Gao,Jiangbo Lu,Zhi-Hui Zhan..Adaptive regulation-based Mutual Information Camouflage Poisoning Attack in Graph Neural Networks[J].Journal of Automation and Intelligence,2025,4(1):P.21-28,8.

基金项目

supported by the Natural Science Basic Research Plan in Shaanxi Province of China(Program No.2022JM-381,2017JQ6070) （Program No.2022JM-381,2017JQ6070）

National Natural Science Foundation of China(Grant No.61703256),Foundation of State Key Laboratory of Public Big Data(No.PBD2022-08) （Grant No.61703256）

the Fundamental Research Funds for the Central Universities,China(Program No.GK202201014,GK202202003,GK201803020). （Program No.GK202201014,GK202202003,GK201803020）

Journal of Automation and Intelligence

ISSN：2097-504X

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