周曉誼，博士，教授，博士生導師、海南省拔尖人才。碩士期間主要研究密碼學，博士期間主要研究圖像加密與信息隐藏。

至今主持/參與含國家重點研發項目、國家自然科學基金項目、海南省重點研發項目在内的項目20餘項。在國内外核心期刊、國際會議、CCF推薦期刊/會議等發表學術論文60餘篇，獨立出版英文專著一部。

研究方向

近年來，研究興趣集中于基于密碼學和信息隐藏的多媒體安全和人工智能安全等

社會兼職(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期刊審稿人

(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) 等國際會議程序委員會委員

(3) 中國圖形圖象學會電子取證專委會委員

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，知識産權出版社，2017年7月

[2] 《計算機網絡安全基礎》，清華大學出版社，2016年03月 ，ISBN：9787302428848， 副主編

主持或參加科研的部分項目（課題）（按時間倒序排序）：

1. 國家自然科學基金地區項目，基于多任務學習的NLP模型版權保護技術研究，2024.1至2027.12，在研，主持；

2. 海南省重點研發項目，面向高企精準化智慧服務和自适應安全保障的關鍵技術研究及示範，2022.9至2025.9，在研，主持；

3. 海南省基礎與應用基礎研究計劃（自然科學領域）高層次人才項目，基于量子密碼和數字水印的研究及其在生物信息中的應用，2020.1.1至2022.12.31，結題，主持；

4. 國家重點研發計劃項目，城市（群）可信智能服務平台研制及應用示範，2019.7至2022.6，370萬元，結題，參加；

5. 國家自然科學基金面上項目，基于PFD和PPP表征的凍羅非魚片質構品質變化預測方法及機制研究 ，2018.1.1至2021.12.31，在研，參加；

6. 國家自然科學基金地區項目，基于大數據的DDoS攻擊态勢感知關鍵技術研究，2018.1.1至2021.12.31，在研，參加；

7. 海南省重點研發基金，基于有限域和時間序列的RFID完整性檢測及供應鍊異常檢測，2017.1至2018.12，25萬元，已結題，主持；

8. 國家自然科學基金地區項目，基于RFID異常事件檢測和轉移信用模型的熱帶農産品可視化智能防僞新方法及案例研究，2014.10.1至2018.12.31，已結題，參與（ 總排名第3）。

9. 國家人力資源和社會保障部留學人員科技活動項目擇優資助，有限域上基于遍曆矩陣的盲數字水印研究，2015.01~2017.12，主持；

10. 國家人力資源和社會保障部留學人員科技活動項目擇優資助，基于優化差分進化算法和模糊BPN架構的自适應圖像水印方法研究，2016.01~2018.12，主持；

代表性論文（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類，SCI 中國科學院一區top，唯一通訊作者）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類，SCI 中國科學院一區top，唯一通訊作者）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類 會議)

[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 中國科學院二區，CCF C類）

[13] Yujian Zhuang; Sheng Liu; Changfeng Ding; Xiaoyi Zhou*. Reversible watermarking based on extreme prediction using modified differential evolution, Applied Intelligence（SCI 中國科學院二區）

[14] 代龍，張靜，樊雪峰，周曉誼*. 基于黑盒水印的 NLP 神經網絡版權保護[J]網絡與信息安全學報,2023,9(1). （CCF T2類）

[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，周曉誼*，朱冰冰，董津位，牛俊，王鶴. 深度神經網絡模型版權保護方案綜述[J]. 計算機研究與發展 , 2022, 59(5): 953 977.（CCF T1類）

[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類）