Hi! My name is Wenzhe Yi (易文哲), I’m currently a Ph.D. student (2024 Fall 1+4 program) at the School of Cyber Science and Engineering, Wuhan University. Before that, I obtained my Bachelor’s degree from Wuhan University, supervised by Prof. Juan Wang.
Trustworthy machine learning (safety, privacy, and security)
Confidential Computing / Trusted Computing
Penetralium: Privacy-Preserving and Memory-Efficient Neural Network Inference at the Edge
Mengda Yang, Wenzhe Yi, Juan Wang, Hongxin Hu, Xiaoyang Xu, Ziang Li
Future Generation Computer Systems (FGCS)
A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning
Xiaoyang Xu, Mengda Yang, Wenzhe Yi, Ziang Li, Juan Wang, Hongxin Hu, Yong Zhuang, Yaxin Liu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
GAN You See Me? Enhanced Data Reconstruction Attacks against Split Inference
Ziang Li, Mengda Yang, Yaxin Liu, Juan Wang, Hongxin Hu, Wenzhe Yi, Xiaoyang Xu
Advances in Neural Information Processing Systems (NeurIPS), 2023
Enhance the trust between IoT devices, mobile apps, and the cloud based on blockchain
Juan Wang, Wenzhe Yi, Mengda Yang, Jiaci Ma, Shengzhi Zhang, Shirong Hao
Journal of Network and Computer Applications (JNCA)
Measuring Data Reconstruction Defenses in Collaborative Inference Systems
Mengda Yang, Ziang Li, Juan Wang, Hongxin Hu, Ao Ren, Xiaoyang Xu, Wenzhe Yi
Advances in Neural Information Processing Systems (NeurIPS), 2022