Pengyu Qiu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Missing Information

Distributed Data

Learning Models

Background Knowledge

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Dependable Secur. Comput.

Publications

Pengyu Qiu, Xuhong Zhang, Shouling Ji, Chong Fu, Xing Yang, Ting Wang
HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Pengyu Qiu, Yuwen Pu, Yongchao Liu, Wenyan Liu, Yun Yue, Xiaowei Zhu, Lichun Li, Jinbao Li, Shouling Ji
Integer Is Enough: When Vertical Federated Learning Meets Rounding. AAAI (2024)
Pengyu Qiu, Yongchao Liu, Xintan Zeng
DiVerFed: Distribution-Aware Vertical Federated Learning for Missing Information. KSEM (3) (2024)
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Tianyu Du, Yuwen Pu, Jun Zhou, Ting Wang
Your Labels are Selling You Out: Relation Leaks in Vertical Federated Learning. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Yuwen Pu, Ting Wang
All You Need Is Hashing: Defending Against Data Reconstruction Attack in Vertical Federated Learning. CoRR (2022)
Pengyu Qiu, Xuhong Zhang, Shouling Ji, Changjiang Li, Yuwen Pu, Xing Yang, Ting Wang
Hijack Vertical Federated Learning Models with Adversarial Embedding. CoRR (2022)