Publications

• Conferences
• Kejiang Chen, Yuefeng Chen, Hang Zhou, Chuan Qin, Xiaofeng Mao, Weiming Zhang and Nenghai Yu, Adversarial Examples Detection beyond Image Space, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, 2021 [PDF] [arXiv]
• Xiquan Guan, Huaming Feng, Weiming Zhang, Hang Zhou, Jie Zhang and Nenghai Yu, Reversible Watermarking in Deep Convolutional Neural Networks for Integrity Authentication, ACM International Conference on Multimedia (MM), Seattle, USA, 2020 [PDF]
• Hang Zhou*, Dongdong Chen*, Jing Liao, Weiming Zhang, Kejiang Chen, Xiaoyi Dong, Kunlin Liu, Gang Hua and Nenghai Yu, LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud-based Deep Networks, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2020 [Codes] [PDF] [Supp] [arXiv] [Slides] [Poster]
• Xiaoyi Dong, Dongdong Chen, Hang Zhou, Gang Hua, Weiming Zhang and Nenghai Yu, Self-Robust 3D Point Recognition via Gather-vector Guidance, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2020 [PDF]
• Kejiang Chen, Yuefeng Chen, Hang Zhou, Xiaofeng Mao, Yuhong Li, Yuan He, Hui Xue, Weiming Zhang and Nenghai Yu, Self-supervised Adversarial Training, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2020 [PDF] [arXiv]
• Hang Zhou, Kejiang Chen, Weiming Zhang, Han Fang, Wenbo Zhou and Nenghai Yu, DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense, IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, Korea, 2019 [Codes] [PDF] [arXiv] [Poster]
• Zhenxing Qian, Hang Zhou, Weiming Zhang, and Xinpeng Zhang, Robust Steganography Using Texture Synthesis, Advances in Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), Shimane, Japan, 2017 [PDF]
• Jiajia Xu, Hang Zhou, Weiming Zhang, Ruiqi Jiang, Guoli Ma, and Nenghai Yu, Second Order Predicting-Error Sorting for Reversible Data Hiding, International Workshop on Digital Watermarking (IWDW), Beijing, China, 2016 [PDF] [slides]
• Kejiang Chen, Weiming Zhang, Hang Zhou, Nenghai Yu, and Guorui Feng, Defining Cost Functions for Adaptive Steganography at the Microscale, IEEE International Workshop on Information Forensics and Security (WIFS), Abu Dhabi, UAE, 2016 [PDF]

• Journals
• Kejiang Chen, Hang Zhou, Dongdong Hou, Weiming Zhang and Nenghai Yu, Reversible Data Hiding in JPEG Images under Multi-Distortion Metric, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2020 [PDF]
• Weixiang Li, Weiming Zhang, Li Li, Hang Zhou and Nenghai Yu, Designing Near-Optimal Steganographic Codes in Practice Based on Polar Codes, IEEE Transactions on Communications (TCOM), 2020 [Toolbox] [PDF]
• Han Fang, Weiming Zhang, Zehua Ma, Hang Zhou, Shan Sun, Hao Cui and Nenghai Yu, A Camera Shooting Resilient Watermarking Scheme for Underpainting Documents, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019 [PDF]
• Weixiang Li, Kejiang Chen, Weiming Zhang, Hang Zhou, Yaofei Wang and Nenghai Yu, JPEG Steganography with Estimated Side-information, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019 [PDF]
• Hang Zhou, Kejiang Chen, Weiming Zhang, Chuan Qin and Nenghai Yu, Feature-Preserving Tensor Voting Model for Mesh Steganalysis, IEEE Transactions on Visualization and Computer Graphics (TVCG), 2019 [Codes] [PDF]
• Kejiang Chen, Hang Zhou, Weixiang Li, Kuan Yang, Weiming Zhang and Nenghai Yu, Derivative-based Steganographic Distortion and Its Non-additive Extensions for Audio, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019 [PDF]
• Yuanzhi Yao, Weiming Zhang, Hui Wang, Hang Zhou, and Nenghai Yu, Content-Adaptive Reversible Visible Watermarking in Encrypted Images, Signal Processing, 2019 [PDF]
• Yong Zhou, Zhimin Feng, Xiaofeng Liu, Hang Zhou and Min Hu, Dynamic Modeling and Simulation of Magneto-rheological Damper Based on Improved RBF Neural Network, Ship Engineering, 2019 [PDF]
• Hang Zhou, Kejiang Chen, Weiming Zhang, Zhenxing Qian, and Nenghai Yu, Targeted Attack and Security Enhancement on Texture Synthesis Based Steganography, Journal of Visual Communication and Image Representation (JVCIR), 2018 [Dataset] [Codes] [PDF]
• Hang Zhou, Kejiang Chen, Weiming Zhang, Yuanzhi Yao and Nenghai Yu, Distortion Design for Secure Adaptive 3D Mesh Steganography, IEEE Transactions on Multimedia (TMM), 2018 [Codes] [PDF]
• Han Fang, Weiming Zhang, Hang Zhou, Hao Cui and Nenghai Yu, Screen-Shooting Resilient Watermarking, IEEE Transactions on Information Forensics and Security (TIFS), 2018 [PDF]
• Kejiang Chen, Hang Zhou, Wenbo Zhou, Weiming Zhang and Nenghai Yu, Defining Cost Functions for Adaptive JPEG Steganography at the Microscale, IEEE Transactions on Information Forensics and Security (TIFS), 2018 [PDF]
• Wenbo Zhou, Weixiang Li, Kejiang Chen, Hang Zhou, Weiming Zhang and Nenghai Yu, Controversial 'Pixel' Prior Rule for JPEG Adaptive Steganography, IET Image Processing, 2018 [PDF]
• Han Fang, Hang Zhou, Zehua Ma, Weiming Zhang, and Nenghai Yu, A Robust Image Watermarking Scheme in DCT Domain Based on Adaptive Texture Direction Quantization, Multimedia Tools and Applications (MTA), 2018 [PDF]
• Mohsin Shah, Weiming Zhang, Honggang Hu, Hang Zhou, and Toqeer Mahmood, Homomorphic Encryption-Based Reversible Data Hiding for 3D Mesh Models, Arabian Journal for Science and Engineering (AJSE), 2018 [PDF]
• Ruiqi Jiang, Hang Zhou, Weiming Zhang, and Nenghai Yu, Reversible Data Hiding in Encrypted Three-Dimensional Mesh Models, IEEE Transactions on Multimedia (TMM), 2017 [Codes] [PDF]
• Hang Zhou, Kejiang Chen, Weiming Zhang, and Nenghai Yu, Comments on "Steganography Using Reversible Texture Synthesis", IEEE Transactions on Image Processing (TIP), 2017 [Codes] [PDF]
• Zhenxing Qian, Hang Zhou, Xinpeng Zhang, and Weiming Zhang, Separable Reversible Data Hiding in Encrypted JPEG Bitstreams, IEEE Transactions on Dependable and Secure Computing (TDSC), 2016 [Codes] [PDF]

Since April 2017