A Comprehensive Review and Analysis of Deep Learning-Based Medical Image Adversarial Attack and Defense

A Comprehensive Review and Analysis of Deep Learning-Based Medical Image Adversarial Attack and Defense

Deep learning approaches have demonstrated great achievements in the field of computer-aided medical image analysis, improving the precision of diagnosis across a range of medical disorders. These developments have not, however, been immune to the appearance of adversarial attacks, creating the poss...

Full description

Bibliographic Details
Main Authors: Gladys W. Muoka, Ding Yi, Chiagoziem C. Ukwuoma, Albert Mutale, Chukwuebuka J. Ejiyi, Asha Khamis Mzee, Emmanuel S. A. Gyarteng, Ali Alqahtani, Mugahed A. Al-antari
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Mathematics
Subjects:
medical image analysis
deep learning
adversary attack
adversarial defense
deep neural networks
Online Access:https://www.mdpi.com/2227-7390/11/20/4272

Internet

https://www.mdpi.com/2227-7390/11/20/4272

Similar Items