Adversarial attacks and defenses on AI in medical imaging informatics: A survey

作者：

Highlights：

• Overview of attack methods on AI based medical imaging systems.

• Review of neural network’s vulnerabilities in AI based medical imaging systems.

• Future directions to improve AI based medical imaging informatics technology.

摘要

•Overview of attack methods on AI based medical imaging systems.•Review of neural network’s vulnerabilities in AI based medical imaging systems.•Future directions to improve AI based medical imaging informatics technology.

论文关键词：Complex systems,Artificial neural networks,Optimization

论文评审过程：Received 15 February 2021, Revised 5 February 2022, Accepted 1 March 2022, Available online 19 March 2022, Version of Record 22 March 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.116815