A Lightweight Method for Defense Graph Neural Networks Adversarial Attacks

Graph neural network has been widely used in various fields in recent years. However, the appearance of an adversarial attack makes the reliability of the existing neural networks challenging in application. Premeditated attackers, can make very small perturbations to the data to fool the neural net...

Full description

Bibliographic Details
Main Authors: Zhi Qiao, Zhenqiang Wu, Jiawang Chen, Ping’an Ren, Zhiliang Yu
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/25/1/39