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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  
Image Operation Chain Detection with Machine Translation Framework Journal article
Yuanman Li, Jiaxiang You, Jiantao Zhou, Wei Wang, Xin Liao, Xia Li. Image Operation Chain Detection with Machine Translation Framework[J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25, 6852-6867.
Authors:  Yuanman Li;  Jiaxiang You;  Jiantao Zhou;  Wei Wang;  Xin Liao; et al.
Favorite | TC[WOS]:5 TC[Scopus]:7  IF:8.4/8.0 | Submit date：2023/03/21
Operation Chain Detection  Image Forensics  Machine Translation  Transformer  
Image Sharing Chain Detection VIA Sequence-To-Sequence Model Conference paper
You, Jiaxiang, Li, Yuanman, Liang, Rongqin, Tan, Yuxuan, Zhou, Jiantao, Li, Xia. Image Sharing Chain Detection VIA Sequence-To-Sequence Model[C]:Institute of Electrical and Electronics Engineers Inc., 2023, 1-5.
Authors:  You, Jiaxiang;  Li, Yuanman;  Liang, Rongqin;  Tan, Yuxuan;  Zhou, Jiantao; et al.
Favorite | TC[Scopus]:3 | Submit date：2024/02/22
Image Forensics  Online Social Networks  Seq2seq Model  Sharing Chain Detection  
CNN-Transformer Based Generative Adversarial Network for Copy-Move Source/Target Distinguishment Journal article
Zhang, Yulan, Zhu, Guopu, Wang, Xing, Luo, Xiangyang, Zhou, Yicong, Zhang, Hongli, Wu, Ligang. CNN-Transformer Based Generative Adversarial Network for Copy-Move Source/Target Distinguishment[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 33(5), 2019-2032.
Authors:  Zhang, Yulan;  Zhu, Guopu;  Wang, Xing;  Luo, Xiangyang;  Zhou, Yicong; et al.
Favorite | TC[WOS]:11 TC[Scopus]:13  IF:8.3/7.1 | Submit date：2023/01/30
Image Forensics  Copy-move Source/target Distinguishment  Convolutional Neural Networks  Transformer  
A Principled Design of Image Representation: Towards Forensic Tasks Journal article
Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao. A Principled Design of Image Representation: Towards Forensic Tasks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 45(5), 5337-5354.
Authors:  Shuren Qi;  Yushu Zhang;  Chao Wang;  Jiantao Zhou;  Xiaochun Cao
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:20.8/22.2 | Submit date：2022/09/14
Dense Invariant Representation  Image Forensics  Orthogonal Moments  Covariance  Fast Fourier Transform  
Multi-task SE-Network for Image Splicing Localization Journal article
Zhang, Yulan, Zhu, Guopu, Wu, Ligang, Kwong, Sam, Zhang, Hongli, Zhou, Yicong. Multi-task SE-Network for Image Splicing Localization[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(7), 4828--4840.
Authors:  Zhang, Yulan;  Zhu, Guopu;  Wu, Ligang;  Kwong, Sam;  Zhang, Hongli; et al.
Favorite | TC[WOS]:34 TC[Scopus]:43  IF:8.3/7.1 | Submit date：2022/05/13
Image Forensics  Image Splicing Localization  Multi-task Learning  Squeeze And Excitation Attention Module  Low-level Feature Fusion  
ExS-GAN: Synthesizing Anti-Forensics Images via Extra Supervised GAN Journal article
Ding, Feng, Shen, Zhangyi, Zhu, Guopu, Kwong, Sam, Zhou, Yicong, Lyu, Siwei. ExS-GAN: Synthesizing Anti-Forensics Images via Extra Supervised GAN[J]. IEEE Transactions on Cybernetics, 2022, 53(11), 7162 - 7173.
Authors:  Ding, Feng;  Shen, Zhangyi;  Zhu, Guopu;  Kwong, Sam;  Zhou, Yicong; et al.
Favorite | TC[WOS]:13 TC[Scopus]:15  IF:9.4/10.3 | Submit date：2023/01/30
Anti-forensics  Digital Forensics  Digital Forensics  Forensics  Generative Adversarial Network (Gan)  Generative Adversarial Networks  Generators  Image Forensics  Machine Learning  Training  Transform Coding  
A Transformer based Approach for Image Manipulation Chain Detection Conference paper
You, Jiaxiang, Li, Yuanman, Zhou, Jiantao, Hua, Zhongyun, Sun, Weiwei, Li, Xia. A Transformer based Approach for Image Manipulation Chain Detection[C], 2021, 3510-3517.
Authors:  You, Jiaxiang;  Li, Yuanman;  Zhou, Jiantao;  Hua, Zhongyun;  Sun, Weiwei; et al.
Favorite | TC[WOS]:10 TC[Scopus]:11 | Submit date：2021/12/08
Image Forensics  Machine Translation  Manipulation Chain Detection  Transformer  
Forensic Analysis of JPEG-Domain Enhanced Images via Coefficient Likelihood Modeling Journal article
Yang, Jianquan, Zhu, Guopu, Luo, Yao, Kwong, Sam, Zhang, Xinpeng, Zhou, Yicong. Forensic Analysis of JPEG-Domain Enhanced Images via Coefficient Likelihood Modeling[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2021, 32(3), 1006-1019.
Authors:  Yang, Jianquan;  Zhu, Guopu;  Luo, Yao;  Kwong, Sam;  Zhang, Xinpeng; et al.
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:8.3/7.1 | Submit date：2022/03/28
Coefficient Periodicity Analysis  Image Forensics  Jpeg-domain Enhancement  Maximum Likelihood Estimation  Quantization Step Estimation  
Robust Estimation of Upscaling Factor on Double JPEG Compressed Images Journal article
Wei Lu, Qin Zhang, Shangjun Luo, Yicong Zhou, Jiwu Huang, Yun-Qing Shi. Robust Estimation of Upscaling Factor on Double JPEG Compressed Images[J]. IEEE Transactions on Cybernetics, 2021, 52(10), 10814-10826.
Authors:  Wei Lu;  Qin Zhang;  Shangjun Luo;  Yicong Zhou;  Jiwu Huang; et al.
Favorite | TC[WOS]:11 TC[Scopus]:8  IF:9.4/10.3 | Submit date：2022/05/13
Detectors  Estimation  Forensics  Frequency-domain Analysis  Image Coding  Image Forensics  Image Resampling Detection  Jpeg Block Artifacts  Robustness  Scaling Factor Estimation.  Transform Coding