On the role of deep learning model complexity in adversarial robustness for medical images

被引：0

作者：

David Rodriguez

Tapsya Nayak

Yidong Chen

Ram Krishnan

Yufei Huang

机构：

[1] University of Texas at San Antonio,Department of Electrical and Computer Engineering

[2] University of Texas Health San Antonio,Greehey Children’s Cancer Research Institute

[3] University of Texas Health San Antonio,Department of Population Health Sciences

[4] University of Pittsburgh,Department of Medicine, School of Medicine, UPMC Hillman Cancer Center

来源：

BMC Medical Informatics and Decision Making | / 22卷

关键词：

Adversarial attacks; Perturbation; Adversarial robustness; Medical image classification; Model complexity;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

引用

共 69 条

[11]

Benjamens S(undefined)undefined undefined undefined undefined-undefined

[12]

Dhunnoo P(undefined)undefined undefined undefined undefined-undefined

[13]

Mesko B(undefined)undefined undefined undefined undefined-undefined

[14]

Esteva A(undefined)undefined undefined undefined undefined-undefined

[15]

Kuprel B(undefined)undefined undefined undefined undefined-undefined

[16]

Novoa RA(undefined)undefined undefined undefined undefined-undefined

[17]

Ko J(undefined)undefined undefined undefined undefined-undefined

[18]

Swetter SM(undefined)undefined undefined undefined undefined-undefined

[19]

Blau HM(undefined)undefined undefined undefined undefined-undefined

[20]

Thrun S(undefined)undefined undefined undefined undefined-undefined