周晓谊，博士，教授，博士生导师、海南省拔尖人才。硕士期间主要研究密码学，博士期间主要研究图像加密与信息隐藏。

至今主持/参与含国家重点研发项目、国家自然科学基金项目、海南省重点研发项目在内的项目20余项。在国内外核心期刊、国际会议、CCF推荐期刊/会议等发表学术论文60余篇，独立出版英文专著一部。

研究方向

近年来，研究兴趣集中于基于密码学和信息隐藏的多媒体安全和人工智能安全等

社会兼职(部分)

(1) Expert Systems With Applications, Signal Processing, Applied Intelligence International Journal of Communication Systems, Journal of the Chinese Institute of Engineers等SCI期刊审稿人

(2) The Eleventh International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel(2010)，ACIT 2018 (6th ACM/ACIS International Conference on Applied Computing and Information Technology) 等国际会议程序委员会委员

(3) 中国图形图象学会电子取证专委会委员

著作&教材

[1] Ergodic Matrix and Temporal-Based Information Security and Their Applications in Anti-Counterfeiting and Tampering Detection for RFID of Agricultural Products，知识产权出版社，2017年7月

[2] 《计算机网络安全基础》，清华大学出版社，2016年03月 ，ISBN：9787302428848， 副主编

主持或参加科研的部分项目（课题）（按时间倒序排序）：

1. 国家自然科学基金地区项目，基于多任务学习的NLP模型版权保护技术研究，2024.1至2027.12，在研，主持；

2. 海南省重点研发项目，面向高企精准化智慧服务和自适应安全保障的关键技术研究及示范，2022.9至2025.9，在研，主持；

3. 海南省基础与应用基础研究计划（自然科学领域）高层次人才项目，基于量子密码和数字水印的研究及其在生物信息中的应用，2020.1.1至2022.12.31，结题，主持；

4. 国家重点研发计划项目，城市（群）可信智能服务平台研制及应用示范，2019.7至2022.6，370万元，结题，参加；

5. 国家自然科学基金面上项目，基于PFD和PPP表征的冻罗非鱼片质构品质变化预测方法及机制研究 ，2018.1.1至2021.12.31，在研，参加；

6. 国家自然科学基金地区项目，基于大数据的DDoS攻击态势感知关键技术研究，2018.1.1至2021.12.31，在研，参加；

7. 海南省重点研发基金，基于有限域和时间序列的RFID完整性检测及供应链异常检测，2017.1至2018.12，25万元，已结题，主持；

8. 国家自然科学基金地区项目，基于RFID异常事件检测和转移信用模型的热带农产品可视化智能防伪新方法及案例研究，2014.10.1至2018.12.31，已结题，参与（ 总排名第3）。

9. 国家人力资源和社会保障部留学人员科技活动项目择优资助，有限域上基于遍历矩阵的盲数字水印研究，2015.01~2017.12，主持；

10. 国家人力资源和社会保障部留学人员科技活动项目择优资助，基于优化差分进化算法和模糊BPN架构的自适应图像水印方法研究，2016.01~2018.12，主持；

代表性论文（近三年）

[1] Dahao Fu, Xiaoyi Zhou*, Member, IEEE, Liaoran Xu, Kaiyue Hou, Xianyi Chen. Robust Reversible Watermarking by Fractional Order Zernike Moments and Pseudo-Zernike Moments. IEEE Transactions on Circuits and Systems for Video Technology. 2023.5.23,（CCF B类，SCI 中科院一区top，唯一通讯作者）DOI 10.1109/TCSVT.2023.3279116

[2] Xiaoyi Zhou; Kaiyue Hou; Yujian Zhuang; Zhaoxia Yin; Wenbao Han*. General Pairwise Modification Framework for Reversible Data Hiding in JPEG Images.IEEE Transactions on Circuits and Systems for Video Technology. 2023.6.16,（CCF B类，SCI 中科院一区top，唯一通讯作者）DOI: 10.1109/TCSVT.2023.3286393

[3] Long Dai, Xiaoyi Zhou*, SecNLP: An NLP classification model watermarking framework based on multi-task learning[J]. Computer Speech & Language, 2024, 86: 101606.

[4] Xiaoyi Zhou, Lee Shuai. Hiding patient information in medical images: A high-capacity and reversible hiding algorithm for E-healthcare[C]//2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, 2023: 456-461.

[5] Guohao Cui, Hao Wang, Yan Zhao, Wentao Hao, Xiaoyi Zhou*, OT24:Optical color image encryption based on Two- dimensional quantum walks and 24-bit-plane Permutation,SmartCom 2023.

[6] Guohao Cui, Hao Wang, Wentao Hao,Han zhou,and Xiaoyi Zhou* . Image encryption based on two-dimensional quantum walking and perceptron-like network. (在投)

[7] Tianshuo Zhang, Bingbing Zhu, Yiqun Ma, Xiaoyi Zhou*. A Novel Image Encryption Algorithm Based on Multiple Random DNA Coding and Annealing[J]. Electronics, 2023.1.18, 12(3): 501. https://doi.org/10.3390/electronics12030501

[8] Zhang, J.; Dai, L.; Xu, L.; Ma, J.; Zhou X*. Black-Box Watermarking and Blockchain for IP Protection of Voiceprint Recognition Model. Electronics 2023, 12, 3697. https://doi.org/10.3390/electronics12173697

[9] Shaohua Duan, Yuhan Qian, Junjie Liu, Hanwen Wang, Xiaoyi Zhou*. Reversible robust fragile multi-watermarking scheme for color images. Multimedia Tools and Applications. 2023.3.23,https://doi.org/10.1007/s11042-023-14717-2

[10] Long Dai, Jiarong Mao, Liaoran Xu, Xuefeng Fan and Xiaoyi Zhou*. Balancing Robustness and Covertness in NLP Model Watermarking: A Multi Task Learning Approach. 2023 IEEE Symposium on Computers and Communications (ISCC). (CCF C类 会议)

[11] Zhang, J.; Dai, L.; Xu, L.; Ma, J.; Zhou X*. Black-Box Watermarking and Blockchain for IP Protection of Voiceprint Recognition Model. Electronics 2023, 12, 3697. https://doi.org/10.3390/electronics12173697

[12] Wentao Hao, Tianshuo Zhang, Xianyi Chen, Xiaoyi Zhou*,A hybrid NEQR image encryption cryptosystem using two-dimensional quantum walks and quantum coding,Signal Processing,Volume 205,2023,108890,ISSN 0165-1684.（SCI 中国科学院二区，CCF C类）

[13] Yujian Zhuang; Sheng Liu; Changfeng Ding; Xiaoyi Zhou*. Reversible watermarking based on extreme prediction using modified differential evolution, Applied Intelligence（SCI 中国科学院二区）

[14] 代龙，张静，樊雪峰，周晓谊*. 基于黑盒水印的 NLP 神经网络版权保护[J]网络与信息安全学报,2023,9(1). （CCF T2类）

[15] Lu. Zhang, Jiarong. Mao, Yuting. An, Tianshuo. Zhang, Jixin. Ma,Chen Feng, Xiaoyi Zhou*. A systematic review of blockchain technology for government information sharing[J]. Computers, Materials & Continua, 2023, vol.74, no.1 DOI: 10.32604/ cmc.2023.032452.

[16] Bo Ran, Tianshuo Zhang, Lihong Wang, Sheng Liu and Xiaoyi Zhou*. Image Security Based on Three-Dimensional Chaotic System and Random Dynamic Selection[J]. Entropy , 2022 , DOI:10.3390/E24070958.

[17] 樊雪峰，周晓谊*，朱冰冰，董津位，牛俊，王鹤. 深度神经网络模型版权保护方案综述[J]. 计算机研究与发展 , 2022, 59(5): 953 977.（CCF T1类）

[18] Sheng Liu; Yujian Zhuang; Li Huang, Xiaoyi Zhou*. Exploiting LSB Self-quantization for Plaintext-related Image Encryption in the Zero-trust Cloud. Journal of Information Security and Applications. Apr 11, 2022.https://doi.org/10.1016/j.jisa.2022.103138 (IF=3.872 ）

[19] Li Huang; Da Kuang; Cheng-long Li; Yu-jian Zhuang; Shao-hua Duan; Xiaoyi Zhou*. A self-embedding secure fragile watermarking scheme with high quality recovery. Journal of Visual Communication and Image Representation, Jan 12, 2022, https://doi.org/10.1016/j.jvcir.2022.103437

[20] Gong, Longqin; Hu, Zhuhua; Xiaoyi Zhou*. A real time video object tracking method for fish. ACM International Conference Proceeding Series, p 78-84, January 15, 2022, ICMLSC 2022 - Proceedings of the 2022 6th International Conference on Machine Learning and Soft Computing.

[21] Zhou, X *; Ma, Y.; Zhang, Q.; Mohammed, M.A.; Damaševičius, R. A Reversible Watermarking System for Medical Color Images: Balancing Capacity, Imperceptibility, and Robustness. Electronics 2021, 10, 1024. https://doi.org/10.3390/electronics10091024

[22] Zhou, Xiaoyi; Duan, Shaohua; Li, Wei*. A Problem-Driven Discussion Teaching Method Based on Progressive Cycle. v 12653 LNCS, p 225-235, 2021, Cyberspace Safety and Security - 12th International Symposium, CSS 2020, Proceedings

[23] Zhuang Y , Zhou X* , Liu S .Balance the Robustness and Invisibility of Digital Watermarking by Image Entropy in Multiple Domains[J]. 2021.DOI:10.1007/978-981-16-3391-1_15.

[24] Yihong L , Xiaoyi Z .Fabric Defect Detection with Optimal Gabor Wavelet Based on Radon[C]//2020 IEEE International Conference on Power, Intelligent Computing and Systems (ICPICS). IEEE, 2020. DOI:10.1109/ICPICS50287.2020.9202242.

[25] Lin, Xianmin; Peng, Shengwang; Ma, Zhiqi; Zhou, Xiaoyi; Zheng, Aihua. Occlusion Based Discriminative Feature Mining for Vehicle Re-identification.Communications in Computer and Information Science, v 1258 CCIS, p 246-257, 2020, Data Science - 6th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2020, Proceedings

[26] Duan S , Wang H , Liu Y , Zhou X *. A Novel Comprehensive Watermarking Scheme for Color Images[J]. Security and Communication Networks, 2020, 2020(4):1-12. （CCF C类）