Personal Homepage

l  Research Direction

AI Security; AI Model Seciruty; Information Hiding. The detial infromation please refer to Google Scholar, Github.

Graduate and undergraduate students with imagination, strong coding ability, good English and math foundation are welcome to contact me (cuiqi@nuist.edu.cn) and join the digital forensics and data security big team that I belong to, the team is rich in resources, and maintains cooperative relationship with many famous domestic and foreign colleges and universities.

l  Experience

2024-: NUIST, Lecturer

2023-2024: School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. Research Fellow, Advisor: Prof. Chip-Hong Chang (Fellow of IEEE)

2021-2022: Centre for Computer Vision and Deep Learning, University of Windsor, Canada. Visiting Scholar, Advisor: Prof. Q. M. Jonathan Wu (Fellow of Canadian Academy of Engineering, Distinguished University Professor)

2017-2022: NUIST, Ph.D. Student

2013-2017: NUIST, Undergraduate Student

l  Main Publication (†Corresponding author, *Contributed equally.)

[CVPR] Qi Cui*, Ruohan Meng*, Chaohui Xu, and Chip-Hong Chang. Steganographic Passport: An Owner and User Verifiable Credential for Deep Model IP Protection Without Retraining, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 12302-12311. 2024. (CCF-A)

[TDSC] Qi Cui, Weixuan Tang, Zhili Zhou, Ruohan Meng, Guoshun Nan, and Yun-Qing Shi. Meta-Metric Learning for Secure Deep Image Hiding, IEEE Transactions on Dependable and Secure Computing, doi: 10.1109/TDSC.2024.3363692, 2024. (CCF-A, 中科院一区)

[TMM] Qi Cui, Zhili Zhou, Ruohan Meng, Hongyang Yan, and Q. M. Jonathan Wu. ARES: On Adversarial Robustness Enhancement for Image Steganographic Cost Learning, IEEE Transactions on Multimedia, vol. 26, pp. 6542-6553, 2024. (中科院一区)

[TWC] Zhili Zhou*, Yao Wan, Qi Cui^†, Keping Yu, Shahid Mumtaz, Ching-Nung Yang, and Mohsen Guizani. Blockchain-Based Secure and Efficient Secret Image Sharing with Outsourcing Computation in Wireless Networks, IEEE Transactions on Wireless Communications, vol. 23, no. 1, pp. 423-435, 2024. (中科院一区)

[IOTJ] Jingwang Huang*, Qi Cui*^†, Zhili Zhou, Keping Yu, Ching-Nung Yang, and Kim-Kwang Raymond Choo. Encrypted Domain Secret Medical-Image Sharing with Secure Outsourcing Computation in IoT Environment. IEEE Internet of Things Journal, vol. 11, no. 2, pp. 2382-2393, 2024. (中科院一区)

[TNSE] Ruohan Meng, Qi Cui, Zhili Zhou, Zhetao Li, Q. M. Jonathan Wu, and Xingming Sun. High-Capacity Steganography Using Object Addition-based Cover Enhancement for Secure Communication in Networks. IEEE Transactions on Network Science and Engineering, vol.9, no.2, pp. 848-862, 2021.

[CMC] Qi Cui*, Suzanne McIntosh, and Huiyu Sun. Identifying Materials of Photographic Images and Photorealistic Computer Generated Graphics Based on Deep CNNs. Computers, Materials & Continua, vol. 55, no. 2, pp. 229-241, 2018.

[MBE] Qi Cui, Ruohan Meng, Zhili Zhou, Xingming Sun, and Kaiwen Zhu. An Anti-Forensic Scheme on Computer Graphic Images and Natural Images Using Generative Adversarial Networks. Mathematical Biosciences and Engineering, vol. 16, no. 5, pp. 4923-4935, 2019.

[JIT] Qi Cui, Zhili Zhou, Chengsheng Yuan, Xingming Sun, and Q. M. Jonathan Wu. Fast American Sign Language Image Recognition Using CNNs with Fine-tuning. Journal of Internet Technology, vol. 19, no. 7, pp. 2207-2214, 2018.

[ADCOM] Chengsheng Yuan, Qi Cui, Xingming Sun, Q. M. Jonathan Wu, and Sheng Wu. Fingerprint Liveness Detection Using an Improved CNN with the Spatial Pyramid Pooling Structure. Advances in Computers, vol. 120, pp. 157-193, 2021.

[CMC] Ruohan Meng, Qi Cui, Zhili Zhou, Chengsheng Yuan, and Xingming Sun. A Novel Steganography Algorithm Based on Instance Segmentation. Computers, Materials & Continua, vol.63, no.1, pp. 183-196, 2019.

[CMES] Ruohan Meng, Qi Cui, and Chengsheng Yuan, A survey of image information hiding algorithms based on deep learning. Computer Modeling in Engineering & Sciences, vol. 117, no. 3, pp.425-454. 2018.