SAR-PATT: A Physical Adversarial Attack for SAR Image Automatic Target Recognition

SAR-PATT: A Physical Adversarial Attack for SAR Image Automatic Target Recognition

Deep neural network-based synthetic aperture radar (SAR) automatic target recognition (ATR) systems are susceptible to attack by adversarial examples, which leads to misclassification by the SAR ATR system, resulting in theoretical model robustness problems and security problems in practice. Inspire...

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Bibliographic Details
Main Authors: Binyan Luo, Hang Cao, Jiahao Cui, Xun Lv, Jinqiang He, Haifeng Li, Chengli Peng
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Remote Sensing
Subjects:
synthetic aperture radar (SAR)
deep neural network
adversarial attack
physical attack
SAR simulation
Online Access:https://www.mdpi.com/2072-4292/17/1/21
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