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Cui Qi

My research interests include multimedia security, deep learning, etc. Email: cuiqi.scholar@gmail.com

About

I am currently working in the School of Computer Science & School of Cyber Science and Engineering, Nanjing University of Information Science and Technology (NUIST), China.
My research interests include DNN Model IP Protection, Information Hiding, and Multi-media Forensics.

Experience

Publications

  • 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, pp. 12302-12311. 2024.
  • 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, vol. 21, no. 5, pp. 4907-4920, 2024.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.

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