Yuke Hu

Yuke Hu

Ph.D. student at ZJU

2025

Membership Inference Attacks Against Vision-Language Models

Yuke Hu, Zheng Li, Zhihao Liu, Yang Zhang, Zhan Qin, Kui Ren, Chun Chen
In USENIX Security Symposium (USENIX Security), 2025

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2024

ERASER: Machine Unlearning in MLaaS via an Inference Serving-Aware Approach

Yuke Hu*, Jian Lou*, Jiaqi Liu, Wangze Ni, Feng Lin, Zhan Qin, Kui Ren
In ACM Conference on Computer and Communications Security (CCS), 2024

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Privacy Risks of Federated Knowledge Graph Embedding: New Membership Inference Attacks and Personalized Differential Privacy Defense

Yuke Hu, Yang Wang, Jian Lou, Wei Liang, Ruofan Wu, Weiqiang Wang, Xiaochen Li, Jinfei Liu, Zhan Qin
In IEEE Transactions on Dependable and Secure Computing (TDSC), 2024

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SWAT: A System-Wide Approach to Tunable Leakage Mitigation in Encrypted Data Stores

Leqian Zheng, Lei Xu, Cong Wang, Sheng Wang, Yuke Hu, Zhan Qin, Feifei Li, Kui Ren
In International Conference on Very Large Data Bases (VLDB), 2024

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Differentially Private Zeroth-Order Methods for Scalable Large Language Model Finetuning

Zhihao Liu, Jian Lou, Wenjie Bao, Yuke Hu, Bo Li, Zhan Qin, Kui Ren
CoRR abs/2402.07818, 2024

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2023

Quantifying and defending against privacy threats on federated knowledge graph embedding

Yuke Hu, Wei Liang, Ruofan Wu, Kai Xiao, Weiqiang Wang, Xiaochen Li, Jinfei Liu, Zhan Qin
In International World Wide Web Conference (WWW), 2023, spotlight

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Privacy enhancement via dummy points in the shuffle model

Xiaochen Li, Weiran Liu, Hanwen Feng, Kunzhe Huang, Yuke Hu, Jinfei Liu, Kui Ren, Zhan Qin
In IEEE Transactions on Dependable and Secure Computing (TDSC), 2023

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Location privacy-aware task offloading in mobile edge computing

Zhibo Wang, Yunan Sun, Defang Liu, Jiahui Hu, Xiaoyi Pang, Yuke Hu, Kui Ren
In IEEE Transactions on Mobile Computing (TMC), 2023

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2022

OpBoost: a vertical federated tree boosting framework based on order-preserving desensitization

Xiaochen Li*, Yuke Hu*, Weiran Liu, Hanwen Feng, Li Peng, Yuan Hong, Kui Ren, Zhan Qin
 In International Conference on Very Large Data Bases (VLDB) 2022

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* presents equal contribution