欢迎 报考博士、硕士研究生 ；欢迎对科研创新训练感兴趣的本科生

“As long as you are dreaming, believing and doing, you can go anywhere and achieve anything.”

I'm looking for self-motivated students working with me on multimedia communication, machine learning and AI security. For prospective students, please send me an email with your CV and transcript.

当前研究领域：

隐蔽通信、多媒体通信；

信息隐藏与数字媒体取证；

对抗攻击与人工智能安全；

神经网络模型水印

Zhaoxia Yin received her B.Sc., M.E. & Ph.D. from Anhui University in 2005, 2010 and 2014 respectively. She is a senior member of CSIG and Digital Media Forensics and Security Professional Committee. She is also a IEEE/ACM/CCF member and served CCF YOCSEF Hefei as an Associate Chair of the academic committee in 2016-2017. She had been working at Anhui University as an Associate Professor and Doctoral Tutor. Currently she works as a full professor in School of Communication & Electronic Engineering at East China Normal University. Her primary research focus including Data Hiding, Privacy & Security of Multimedia & Machine Learning.

科研方面主持国家自然科学基金3项（面上项目2项），在IEEE T-MM、IEEE T-DSC、IEEE T-CSVT、计算机学报、通信学报、ICASSP等中英文顶刊和学术会议以第一/通讯作者发表论文50余篇，以第一发明人获得国家发明专利授权11项，成果应用于合肥高维数据、江苏水印科技等公司。

教学方面近5年来指导本科生创新训练项目国家级6项、省级8项；获“挑战杯” 全国二等奖、全国大学生信息安全竞赛等A类赛事国家奖10余项；指导本科生为第一作者发表学术论文10余篇、获得软件著作权6项；培养研究生获得国家奖学金4人、省优秀毕业生2人、省学会优秀硕士论文奖2人以及教育部/省重点实验室科研奖、校优秀毕业生、校年度优秀研究生等荣誉10+；获批国家首批一流课程，入选省“教坛新秀”、学校“感谢恩师--我最喜爱的老师”候选人、“互联网+”大学生创新创业大赛“优秀指导教师”等；获得校教学竞赛一等奖及省教学成果一等奖1项、二等奖2项。

学术服务方面目前是国家科技库在库专家、国家自然科学基金函评专家、湖南江西安徽等省市科技项目评审专家，是中国图象图形学学会CSIG和中国计算机学会CCF高级会员、中国人工智能学会CAAI终身会员，担任CSIG数字媒体取证与安全专委常务委员、CAAI人工智能与安全专委委员、CCF多媒体技术专委委员、中国自动化学会人工智能与机器人教育专委委员、“智向未来”自动化与人工智能科普百人团专家等。

Supported By

• Natural Science Foundation of China (PI, 2022.1-2025.12, 580K RMB)

• Natural Science Foundation of China (PI, 2019.1-2022.12, 670K RMB)

• Natural Science Foundation of China (PI, 2016.1-2018.12, 240K RMB)

Selected publications

For paper&codes and more information visit https://edu-yinzhaoxia.github.io/publications/

Hanzhou Wu, Jie Zhang, Yue Li, Zhaoxia Yin, Xinpeng Zhang*, Hui Tian, Bin Li, Weiming Zhang and Nenghai Yu. Overview of artificial intelligence model watermarking. Journal of Image and Graphics, Number 2, 2023. (in Chinese). [DOI:10.11834/jig.230010]

(吴汉舟,张杰,李越,殷赵霞,张新鹏*,田晖,李斌,张卫明,俞能海. 人工智能模型水印研究进展. 中国图象图形学报 , 2023.

Zhaoxia Yin, Li Chen, Wanli Lyu and Bin Luo*. Reversible Attack based on Adversarial Perturbation and Reversible Data Hiding in YUV Colorspace. Pattern Recognition Letters, 166, 1-7, 2023.  

WanLi Lyu, YaJie Yue and Zhaoxia Yin*. Reversible Data Hiding Based on Automatic Contrast Enhancement Using Histogram Expansion. Journal of Visual Communication and Image Representation, 103798, 2023. 

Zhaoxia Yin, Yinyin Peng, and Youzhi Xiang. Reversible Data Hiding in Encrypted Images Based on Pixel Prediction and Bit-plane Compression. IEEE Transactions on Dependable and Secure Computing, vol. 19, no. 2, pp. 992-1002, 1 March-April 2022.  

Jie Wang, Zhaoxia Yin*, Jing Jiang and Yang Du. Attention-guided black-box adversarial attacks with large-scale multiobjective evolutionary optimization. International Journal of Intelligent Systems, 27 April 2022.  

Yang Du, Zhaoxia Yin*, and Xinpeng Zhang. High Capacity Lossless Data Hiding in JPEG Bitstream Based on General VLC Mapping. IEEE Transactions on Dependable and Secure Computing, vol. 19, no. 2, pp. 1420-1433, 1 March-April 2022. 

Wan-Li Lyu, Lulu Cheng, Zhaoxia Yin*, High-capacity reversible data hiding in encrypted 3D mesh models based on multi-MSB prediction. Signal Processing (2022) 108686.

Yang Du, and Zhaoxia Yin*. New framework for code-mapping-based reversible data hiding in JPEG images. Information Sciences, vol. 609, pp. 319-338, 2022. 

Zhaoxia Yin, Heng Yin, Xinpeng Zhang, NEURAL NETWORK FRAGILE WATERMARKING WITH NO MODEL PERFORMANCE DEGRADATION, IEEE ICIP 2022.

Zhaoxia Yin and Longfei Ke. Robust Adaptive Steganography Based on Dither Modulation and Modification With Re-Compression. IEEE Transactions on Signal and Information Processing over Networks, vol. 7, pp. 336-345, 2021.

Zhaoxia Yin, Yuan Ji, and Bin Luo*. Reversible Data Hiding in JPEG Images with Multi-objective Optimization. IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 8, pp. 2343-2352, 2020.

Zhaoxia Yin, Youzhi Xiang, and Xinpeng Zhang*. Reversible Data Hiding in Encrypted Images Based on multi-MSB Prediction and Huffman Coding. IEEE Transactions on Multimedia, vol. 22, no. 4, pp. 874-884, April 2020.