张涛 Zhang Tao
DATE:2020-07-14 AUTHOR: VIEW:

Tao Zhang, Professor

School of Computer Science and Engineering

Emailtzhang@cslg.edu.cn

Study experiences

1993.09-1997.07Bachelor, Zhengzhou Institute of Information Engineering

1997.09-2000.03: Master, Zhengzhou University of Information Engineering

2000.04-2003.12Ph.D, Zhengzhou University of Information Engineering

Research experiences

2003.12-2006.12, Lecturer, Zhengzhou University of Information Engineering

2006.12-2014.12Associate ProfessorZhengzhou University of Information Engineering

2014.12-2018.12Professor Zhengzhou University of Information Engineering

2019.01-now, Professor, Changshu Institute of Technology

Research Fields:

Image Processing, Multimedia Security, Artificial Intelligence

Publications

1Tao Zhang, Hao Zhang, Ran Wang, Yunda WuA new JPEG image steganalysis technique combining rich model features and convolutional neural networks Mathematical Biosciences and Engineering, 16(5):4069-4081, 2019.

2Han JieZhang TaoQiu ZhaoyangZheng XiaoyuCommunication emitter individual identification via 3D-Hilbert energy spectrum-based multiscale segmentation features. INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS. 2019, DOI: 10.1002/dac.3833.

3Yu Sun, Hao Zhang, Tao Zhang, Ran Wang. Deep neural networks for efficient steganographic payload location. Journal of Real-Time Image Processing16, 635–647(2019)2019.

4Zhang Hao, Zhang Tao, Chen Huajin. Revisiting weighted Stego-image Steganalysis for PVD steganography, Multimedia Tools and Applications, 2018, https://doi.org/ 10.1007/s11042-018-6473-8.

5Xiaodan Hou, Tao Zhang. Simple and Effective Approach for Construction of Universal Blind Steganalyzer, Multimedia Tools and Applications, 2018, 7721):27829-27850.

6Han JieZhang TaoRen DongfangZheng Xiaoyu. Communication emitter identification based on distribution of bispectrum amplitude and phase. IET SCIENCE MEASUREMENT & TECHNOLOGY, 2017, 11(8): 1104-1112.

7Xiaodan Hou, Tao Zhang, Lei Ji, Yunda Wu. Combating Highly Imbalanced Steganalysis with Small Training Samples Using Feature Selection, Journal of Visual Communication and Image Representation, 49 (2017)243256.

8Xiaodan Hou, Tao Zhang*. Unsupervised universal steganalyzer for high-dimensional steganalytic featuresJournal of Electronic Imaging201625(6)1~16.

9Xiaodan Hou, Tao Zhang. New Framework for Unsupervised Universal Steganalysis via SRISP-aided Outlier DetectionSignal Processing : Image Communication20162016(47)72~85.

10Wu Yunda, Hou Xiaodan, Tao Zhang. New Blind Steganalysis Framework Combining Image Retreival and Outlier Detection, KSII Transactions on Internet and Information System, 2016, 10(12): 5643-5656.

11Dong Yu, Tao Zhang. A Blind Steganalysis Method for JPEG Steganography Combining with the Semi-Supervised Learning. Journal of Electronic Imaging. 2015, 24(1): 013008.1~8.

12Hou Xiaodan, Tao Zhang. Image Resampling Detection Based on Texture Classification, Multimedia Tools and Applications, 2014, 72(2)1681~1708.

13Li Wenxiang, Tao Zhang, Wang Ran, Zhang Yan. Quantitative Steganalysis of Least Significant Bit Matching Revisited for Consecutive PixelsJournal of Electronic Imaging. 2014, 23(1):013025.1-12.

14Hou Xiaodan, Tao Zhang, Xiong Gang, Lu Zhibo, Xie Kai. A Novel Steganalysis Framework of Heterogeneous Images Based on GMM Clustering, Signal Processing: Image Communication. 2014, 29(2014):385399.

15Li Xing, Tao Zhang. A novel blind detector for additive noise steganography in JPEG decompressed imagesMultimedia Tools and Applications201473(2):10511068.

16Li Xing, Tao Zhang, Yan Zhang, Li Wenxiang, Xijian Ping. Quantitative steganalysis of spatial ±1 steganography in JPEG decompressed images. Multimedia Tools and Applications. 2014, 73(3):14871506.

17Hou Xiaodan, Tao Zhang. Resampling Detection Aided Steganalysis of Heterogeneous Bitmap Images, Journal of Electronic Imaging. 201322(1)1~17.

18Li Wenxiang, Tao Zhang. Detection of LSB Matching Revisited using Pixel Difference FeatureKSII Transactions on Internet and Information Systems20137(10)2514~2526.

19Wang Ran, Xijian Ping, Mankun Xu, Tao Zhang. Steganalysis of JPEG images using block texture-based rich models. Journal of Electronic Imaging2013, 22(4):1-11;

20Hou Xiaodan, Tao Zhang. Forensics Aided Steganalysis of Heterogeneous Bitmap Images with Different Compression History, KSII Transactions on Internet and Information Systems, 20126(8)1926~1945.

21Xiong Gang, Xijian Ping, Tao Zhang. Image textural features for steganalysis of spatial domain steganographyJournal of Electronic Imaging2012, 21(3)033015.1-15.

22Tao Zhang, Wenxiang Li, Yan Zhang, Ergong Zheng, Xijian Ping. Steganalysis of LSB matching based on statistical modeling of pixel difference distributions. Information Sciences, 2010, 180(23): 4685-4694.

23Zhang Tao, Ping Xijian. A new approach to reliable detection of LSB steganography in natural images, SIGNAL PROCESSING, 2003, 83(10): 2085-2093.