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2020 – today
- 2024
[j2]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: 3435-3450 (2024)- [c2]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: 14704-14712 - [c1]Pengyu Qiu, Yongchao Liu, Xintan Zeng:
DiVerFed: Distribution-Aware Vertical Federated Learning for Missing Information. KSEM (3) 2024: 299-311 - 2023
- [j1]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): 3653-3668 (2023) - 2022
- [i2]Pengyu Qiu, Xuhong Zhang, Shouling Ji, Changjiang Li, Yuwen Pu, Xing Yang, Ting Wang:
Hijack Vertical Federated Learning Models with Adversarial Embedding. CoRR abs/2212.00322 (2022) - [i1]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 abs/2212.00325 (2022)
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