Energy-Based Adversarial Example Detection for SAR Images

Energy-Based Adversarial Example Detection for SAR Images

Adversarial examples (AEs) bring increasing concern on the security of deep-learning-based synthetic aperture radar (SAR) target recognition systems. SAR AEs with perturbation constrained to the vicinity of the target have been recently in the spotlight due to the physical realization prospects. How...

Full description

Bibliographic Details
Main Authors: Zhiwei Zhang, Xunzhang Gao, Shuowei Liu, Bowen Peng, Yufei Wang
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Remote Sensing
Subjects:
synthetic aperture radar
automatic target recognition
deep neural network
adversarial examples
adversarial detection
energy-based model
Online Access:https://www.mdpi.com/2072-4292/14/20/5168

Internet

https://www.mdpi.com/2072-4292/14/20/5168

Similar Items