About Me

Yi Chen (陈意)  respectively received the BS degree in Information Security and the PhD degree in Information and Communication Engineering from Southwest Jiaotong University, Chengdu, China, in 2015 and 2022. He worked as a Visiting Scholar at the University of Auckland from 2019 to 2021, in Auckland, New Zealand. He has been a reviewer for over 20 academic journals including IEEE TIFS, IEEE TDSC, IEEE TCSVT, and IEEE TMM. He is currently a member of IEEE and a member of CSIG. His research interests mainly include steganography\steganalysis, AI security, reversible data hiding, privacy protection, and watermarking.

Contact Information

Name: Yi Chen (陈意)

Affiliation: College of Computer Science and Technology, Guizhou University

Post Address: Huaxi District, Guiyang City, Guizhou Province, China

Zip Code: 550025

Email: yichen.research@gmail.com , cheny@gzu.edu.cn 

[Google Scholar] [ResearchGate][ORCID]

Education

• PhD, Information and Communication Engineering, Southwest Jiaotong University, China, 2015/09-2022/06, with Prof. Hongxia Wang (Sichuan University). Major in Information Security (2015/09-2017/06) and Information and Communication Engineering (2017/09-2022/06).

• BS, Information Security, Southwest Jiaotong University, China,  2011/09-2015/06.

Occupation

• Associate Professor at the Guizhou University, Guiyang, China, 2022/07-present.

• Visiting Scholar at The University of Auckland, New Zealand, with Prof. Zoran Salcic (The University of Auckland) and Dr. Xuyun Zhang (Macquarie University), 2019/09-2021/09

Interest Area:

• Steganography/Steganalysis

• Reversible data hiding

• Digital forensics

• Deep Learning

• Privacy protection

• Watermarking

• AI Security

Selected Papers

• Journal Papers

1. Yi Chen, Zoran Salcic, Hongxia Wang,  Kim-Kwang Raymond Choo, Xuyun Zhang (2023) NACA: A Joint Distortion-Based Non-Additive Cost Assignment Method for Video Steganography. IEEE Transactions on Dependable and Secure Computing, vol. 20, no. 3, pp. 2360-2374.

2. Yi Chen,  Hongxia Wang, Kim-Kwang Raymond Choo, Peisong He, Zoran Salcic, Dali Kaafar, Xuyun Zhang (2022) DDCA: A Distortion Drift-Based Cost Assignment Method for Adaptive Video Steganography in the Transform Domain. IEEE Transactions on Dependable and Secure Computing, vol. 19, no. 4, pp. 2405-2420.

3. Ben He, Yi Chen, Yonghui Zhou, Yongrong Wang, Yanli Chen (2022) A Novel Two-dimensional Reversible Data Hiding Scheme Based on High-efficiency Histogram Shifting for JPEG Images. International Journal of Distributed Sensor Networks, vol. 18, no. 3, pp. 15501329221084226.

4.  Yanli Chen, Hongxia Wang, Hanzhou Wu,  Yonghui Zhou, Limengnan Zhou, Yi Chen (2021) Exploiting Texture Characteristics and Spatial Correlations for Robustness Metric of Data Hiding with Noisy Transmission. IET Image Processing, vol. 15, no. 3, pp. 3160-3171.

5. Xiaoxu Tang, Hongxia Wang, Yi Chen (2020) Reversible data hiding based on a modified difference expansion for H.264/AVC video streams. Multimedia Tools and Applications, vol. 79, no. 39, pp. 28661-28674.

6. Yong Liu, Hongxia Wang, Yi Chen, Hanzhou Wu, Huan Wang. (2020) A passive forensic scheme for copy-move forgery based on superpixel segmentation and K-means clustering. Multimedia Tools and Applications, vol. 79, no. 1-2, pp. 477-500.

7. Yi Chen, Hongxia Wang, Xuyun Zhang. (2020) Reversible data hiding based on run-level coding in H.264/AVC video streams. Computers, Materials and Continua, vol. 63, no. 3, pp. 911-922.

8. Yi Chen, Hongxia Wang, Xiaoxu Tang, Yong Liu, Hanzhou Wu, Yanli Chen (2020) A novel two-dimensional reversible data hiding method with high embedding capacity in H.264/AVC.  International Journal of Distributed Sensor Networks, vol. 16, no. 3, pp. 1550147720911001.

9.  Yi Chen, Hongxia Wang, Hanzhou Wu, Yong Liu (2019) Reversible video data hiding using zero QDCT coefficient-pairs. Multimedia Tools and Applications, vol. 78, no. 16, pp. 23098-23115.

10. Yi Chen, Hongxia Wang, Hanzhou Wu, Yong Liu (2018) An adaptive data hiding algorithm with low bitrate growth for H. 264/AVC video stream. Multimedia Tools and Applications, vol. 77, no. 15, pp. 20157-20175.

11. Jing Sang, Hongxia Wang, Qin Qian, Hanzhou Wu, Yi Chen (2018) An efficient fingerprint identification algorithm based on minutiae and invariant moment. Personal and Ubiquitous Computing, vol. 22, no. 1, pp. 71-80.

• Conference Paper

1.  Shiyi Chen, Yi Chen, Yanli Chen, Limengnan Zhou, Hanzhou Wu (2022) Robust Video Watermarking Using Normalized Zernike Moments, in International Conference on Artificial Intelligence and Security, Accepted.

2. Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Yi Chen, Xuyun Zhang (2021) EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks, in International Joint Conference on Neural Networks (IJCNN), pp. 1-8.

3. Yanli Chen, Hongxia Wang, Hanzhou Wu, Yi Chen, Zhicheng Dong (2020) Defining cost function for robust embedding. In International Conference on Artificial Intelligence and Security,  Best Paper Award, pp. 626-638.

4.  Asad Malik, Hongxia Wang, Ahmad Neyaz Khan, Yanli Chen, Yi Chen (2019) A Novel Lossless Data Hiding Scheme in Homomorphically Encrypted Images. In International Workshop on Digital-forensics and Watermarking, pp. 213-220.

5. Ting Huang, Hongxia Wang, Yi Chen, Peisong He (2019) GRU-SVM Model for Synthetic Speech Detection. In International Workshop on Digital-forensics and Watermarking, pp. 115-125.

6. Yi Chen, Hongxia Wang, Hanzhou Wu, Yanli Chen, Yong Liu (2018) A data hiding scheme with high quality for H. 264/AVC video streams. In International Conference on Could Computing and Security, pp. 99-110.

7.  Yong Liu, Hongxia Wang, Hanzhou Wu, Yi Chen (2017, June). An efficient copy-move detection algorithm based on Superpixel segmentation and Harris key-points. In International conference on cloud computing and security (pp. 61-73). Springer, Cham.

Serve as a Reviewer

• For Journals

1. Algorithms

2. Applied Intelligence

3. Applied Sciences

4. Array

5. Circuits, Systems, and Signal Processing 

6. Computational Intelligence

7. Electronics

8. Frontiers of Computer Science 

9. IEEE Access

10. IEEE Internet of Things Journal 

11. IEEE Signal Processing Letters

12. IEEE Transactions on Circuits and Systems for Video Technology

13. IEEE Transactions on Dependable and Secure Computing

14. IEEE Transactions on Multimedia

15. IEEE Transactions on Information Forensics and Security

16. IET Image Processing 

17. Information Sciences

18. International Journal of Network Management 

19. Journal of Cybersecurity and Privacy

20. Journal of Electronic Imaging

21. Journal of Information Security and Applications

22. Journal of King Saud University Computer and Information Sciences

23. Journal of Visual Communication and Image Representation

24. Knowledge-Based Systems

25. Pattern Recognition Letters

26. Scientia Iranica

27. Security and Communication Networks

28. Signal, Image and Video Processing

29. Signal Processing: Image Communication

30. SN Applied Sciences 

31. The Imaging Science Journal

32. The Journal of Supercomputing

• For Conferences

1.  IJCNN

2.  PRCV