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Pengyu Qiu
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 6
Top Topics
Missing Information
Distributed Data
Learning Models
Background Knowledge
Top Venues
CoRR
IEEE Trans. Inf. Forensics Secur.
AAAI
IEEE Trans. Dependable Secur. Comput.
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Publications
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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)