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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