Zhenghang Ren

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Relational Data

Top Venues

IEEE Symposium on Security and Privacy

USENIX Security Symposium

Publications

Zhenghang Ren, Mingxuan Fan, Zilong Wang, Junxue Zhang, Chaoliang Zeng, Zhicong Huang, Cheng Hong, Kai Chen
Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA. USENIX Security Symposium (2024)
Zhenghang Ren, Xiaodian Cheng, Mingxuan Fan, Junxue Zhang, Cheng Hong
Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion. INFOCOM (2023)
Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing. CoRR (2023)
Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. IEEE Symposium on Security and Privacy (2022)
Zhenghang Ren, Liu Yang, Kai Chen
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Kaiqiang Xu, Xinchen Wan, Hao Wang, Zhenghang Ren, Xudong Liao, Decang Sun, Chaoliang Zeng, Kai Chen
TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks. CoRR (2021)
Qiyao Luo, Yilei Wang, Zhenghang Ren, Ke Yi, Kai Chen, Xiao Wang
Secure Machine Learning over Relational Data. CoRR (2021)