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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  
Black-box reversible adversarial examples with invertible neural network Journal article
Huang, Jielun, Huang, Guoheng, Zhang, Xuhui, Yuan, Xiaochen, Xie, Fenfang, Pun, Chi Man, Zhong, Guo. Black-box reversible adversarial examples with invertible neural network[J]. Image and Vision Computing, 2024, 147, 105094.
Authors:  Huang, Jielun;  Huang, Guoheng;  Zhang, Xuhui;  Yuan, Xiaochen;  Xie, Fenfang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.2/4.3 | Submit date：2024/06/05
Adversarial Attack  Image Restoration  Invertible Neural Network  
Frequency-constrained transferable adversarial attack on image manipulation detection and localization Journal article
Zeng, Yijia, Pun, Chi Man. Frequency-constrained transferable adversarial attack on image manipulation detection and localization[J]. The Visual Computer, 2024, 40(7), 4817-4828.
Authors:  Zeng, Yijia;  Pun, Chi Man
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.0/3.0 | Submit date：2024/07/04
Adversarial Attack  Forgery Image Detection And Localization  Reverse Image Forensics  Transferability  
Adversarial false data injection attacks on deep learning-based short-term wind speed forecasting Journal article
Yang, Lei, Liang, Gaoshen, Yang, Yanrong, Ruan, Jiaqi, Yu, Peipei, Yang, Chao. Adversarial false data injection attacks on deep learning-based short-term wind speed forecasting[J]. IET Renewable Power Generation, 2024, 18(7), 1370-1379.
Authors:  Yang, Lei;  Liang, Gaoshen;  Yang, Yanrong;  Ruan, Jiaqi;  Yu, Peipei; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:2.6/2.8 | Submit date：2024/02/22
Adversarial False Data Injection Attack  Cyber Threat  Deep Learning  Renewable Energy  Resilience  Wind Speed Forecasting  
Reversible Adversarial Image Examples with Beam Search Attack and Grayscale Invariance Conference paper
Zhang, Haodong, Pun, Chi Man, Du, Xia. Reversible Adversarial Image Examples with Beam Search Attack and Grayscale Invariance[C]:SPIE-INT SOC OPTICAL ENGINEERING, 1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA, 2024.
Authors:  Zhang, Haodong;  Pun, Chi Man;  Du, Xia
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/06/05
Adversarial Attack  Beam Search  Grayscale Invariance  Reversible Data Hiding  
LAFIT: Efficient and Reliable Evaluation of Adversarial Defenses With Latent Features Journal article
Yu, Yunrui, Gao, Xitong, Xu, Cheng Zhong. LAFIT: Efficient and Reliable Evaluation of Adversarial Defenses With Latent Features[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46(1), 354-369.
Authors:  Yu, Yunrui;  Gao, Xitong;  Xu, Cheng Zhong
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:20.8/22.2 | Submit date：2024/02/22
Adversarial Robustness  Latent Feature Attack  White-box Attacks  
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  
Deep Reverse Attack on SIFT Features With a Coarse-to-Fine GAN Model Journal article
Li, Xin, Zhu, Guopu, Wang, Shen, Zhou, Yicong, Zhang, Xinpeng. Deep Reverse Attack on SIFT Features With a Coarse-to-Fine GAN Model[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(7), 6391 - 6402.
Authors:  Li, Xin;  Zhu, Guopu;  Wang, Shen;  Zhou, Yicong;  Zhang, Xinpeng
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:8.3/7.1 | Submit date：2024/05/16
Circuits And Systems  Data Privacy  Feature Extraction  Generative Adversarial Network (Gan)  Generative Adversarial Networks  Generators  Image Color Analysis  Image Reconstruction  Image Restoration  Reverse Attack  Scale Invariant Feature Transform (Sift)  
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