Huan Tian

According to our database, Huan Tian authored at least 14 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on CNNs and Transformers.

Guangsheng Zhang, Bo Liu, Huan Tian, Tianqing Zhu, Ming Ding, Wanlei Zhou

Proceedings of the 33rd USENIX Security Symposium, 2024

When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks.

Huan Tian, Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

CIFair: Constructing continuous domains of invariant features for image fair classifications.

Huan Tian, Bo Liu, Tianqing Zhu, Wanlei Zhou, Philip S. Yu

Knowl. Based Syst., 2023

The application of advertising logo color design for big data and visual communication technology.

Huan Tian

J. Comput. Methods Sci. Eng., 2023

FD-MIA: Efficient Attacks on Fairness-enhanced Models.

Huan Tian, Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding, Wanlei Zhou

CoRR, 2023

2022

Image fairness in deep learning: problems, models, and challenges.

Huan Tian, Tianqing Zhu, Wei Liu, Wanlei Zhou

Neural Comput. Appl., 2022

How Does a Deep Learning Model Architecture Impact Its Privacy?

Guangsheng Zhang, Bo Liu, Huan Tian, Tianqing Zhu, Ming Ding, Wanlei Zhou

CoRR, 2022

Fairness and privacy preservation for facial images: GAN-based methods.

Huan Tian, Tianqing Zhu, Wanlei Zhou

Comput. Secur., 2022

Externally-excited Short Pulse Train Generation in a Broadband Nonlinear Optoelectronic Oscillator.

Huan Tian, Lingjie Zhang, Zhiyao Zhang, Zhenwei Fu, Weiqiang Lyu, Shang-Jian Zhang, Yali Zhang, Yong Liu

Proceedings of the 14th IEEE International Conference on Advanced Infocomm Technology, 2022

2021

Adversarial Edge-Aware Image Colorization With Semantic Segmentation.

Guangqian Kong, Huan Tian, Xun Duan, Huiyun Long

IEEE Access, 2021

Research on Innovative Design of Smart Textile Fabrics Based on Environmental Response Characteristics.

Zhe Li, Huan Tian

Proceedings of the AIAM 2021: 3rd International Conference on Artificial Intelligence and Advanced Manufacture, Manchester, United Kingdom, October 23, 2021

2020

Dual feature extractor generative adversarial network for colorization.

Huan Tian, Guangqian Kong, Yun Wu

J. Electronic Imaging, 2020

General Obstacle Detection by Ground Shape Invariant Features with a Fisheye Camera.

Hongfei Yu, Guangsheng Zhang, Xiwang Guo, Huan Tian

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Improvement of Association Rule Algorithm Based on Hadoop for Medical Data.

Guangqian Kong, Huan Tian, Yun Wu, Qiang Wei

Proceedings of the Data Science, 2020