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Contrastive semi-supervised adversarial training method for hyperspectral image classification networks 面向高光谱图像分类网络的对比半监督对抗训练方法
Journal article
Cheng, Shi, Ying, Liu, Minghua, Zhao, Qiguang, Miao, Chi-Man, Pun. Contrastive semi-supervised adversarial training method for hyperspectral image classification networks 面向高光谱图像分类网络的对比半监督对抗训练方法[J]. Journal of Image and Graphics, 2024, 29(7), 1861-1874.
Authors:
Cheng, Shi
;
Ying, Liu
;
Minghua, Zhao
;
Qiguang, Miao
;
Chi-Man, Pun
Favorite
|
TC[Scopus]:
0
|
Submit date:2024/09/03
Adversarial Attack
Adversarial Defense
Deep Neural Network
Hyperspectral Image Classification
Semi-supervised Learning
Fooling the Image Dehazing Models by First Order Gradient
Journal article
Gui, Jie, Cong, Xiaofeng, Peng, Chengwei, Tang, Yuan Yan, Kwok, James Tin Yau. Fooling the Image Dehazing Models by First Order Gradient[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(7), 6265 - 6278.
Authors:
Gui, Jie
;
Cong, Xiaofeng
;
Peng, Chengwei
;
Tang, Yuan Yan
;
Kwok, James Tin Yau
Favorite
|
TC[WOS]:
0
TC[Scopus]:
3
IF:
8.3
/
7.1
|
Submit date:2024/05/16
Image Dehazing
Adversarial Attack And Defense
Security
First Order Gradient
Attack-invariant attention feature for adversarial defense in hyperspectral image classification
Journal article
Shi, Cheng, Liu, Ying, Zhao, Minghua, Pun, Chi Man, Miao, Qiguang. Attack-invariant attention feature for adversarial defense in hyperspectral image classification[J]. Pattern Recognition, 2024, 145, 109955.
Authors:
Shi, Cheng
;
Liu, Ying
;
Zhao, Minghua
;
Pun, Chi Man
;
Miao, Qiguang
Favorite
|
TC[WOS]:
3
TC[Scopus]:
5
IF:
7.5
/
7.6
|
Submit date:2024/02/22
Adversarial Attack
Adversarial Defense
Attack-invariant Attention Feature
Hyperspectral Image Classification
Universal Object-Level Adversarial Attack in Hyperspectral Image Classification
Journal article
Shi, Cheng, Zhang, Mengxin, Lv, Zhiyong, Miao, Qiguang, Pun, Chi Man. Universal Object-Level Adversarial Attack in Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, 1-14.
Authors:
Shi, Cheng
;
Zhang, Mengxin
;
Lv, Zhiyong
;
Miao, Qiguang
;
Pun, Chi Man
Favorite
|
TC[WOS]:
2
TC[Scopus]:
6
IF:
7.5
/
7.6
|
Submit date:2024/02/22
Adversarial Attack
Adversarial Defense
Hyperspectral Image (Hsi) Classification
Efficient Loss Function by Minimizing the Detrimental Effect of Floating-Point Errors on Gradient-Based Attacks
Conference paper
Yu, Yunrui, Xu, Cheng Zhong. Efficient Loss Function by Minimizing the Detrimental Effect of Floating-Point Errors on Gradient-Based Attacks[C], 2023, 4056-4066.
Authors:
Yu, Yunrui
;
Xu, Cheng Zhong
Favorite
|
TC[WOS]:
0
TC[Scopus]:
1
|
Submit date:2024/02/22
Adversarial Attack And Defense