Spear and Shield: Attack and Detection for CNN-Based High Spatial Resolution Remote Sensing Images Identification

Spear and Shield: Attack and Detection for CNN-Based High Spatial Resolution Remote Sensing Images Identification

High spatial resolution remote sensing (HSRRS) images classification and identification is an important technology to acquire land surface information for land resource management, geographical situation monitoring, and global climate change. As the hottest deep learning method, convolutional neural...

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Bibliographic Details
Main Authors: Wenmei Li, Zhuangzhuang Li, Jinlong Sun, Yu Wang, Haiyan Liu, Jie Yang, Guan Gui
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
attack detection
white-box attack
fast gradient sign method (FGSM)
large Broyden-Fletcher-Goldfarb-Shanno (L-BFGS)
Online Access:https://ieeexplore.ieee.org/document/8756237/

Internet

https://ieeexplore.ieee.org/document/8756237/

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