Shangyu Xie

According to our database, Shangyu Xie authored at least 24 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing.

Shangyu Xie, Meisam Mohammady, Han Wang, Lingyu Wang, Jaideep Vaidya, Yuan Hong

IEEE Trans. Knowl. Data Eng., 2023

Stealthy 3D Poisoning Attack on Video Recognition Models.

Shangyu Xie, Yan Yan, Yuan Hong

IEEE Trans. Dependable Secur. Comput., 2023

Does Prompt-Tuning Language Model Ensure Privacy?

Shangyu Xie, Wei Dai, Esha Ghosh, Sambuddha Roy, Dan Schwartz, Kim Laine

CoRR, 2023

Label Inference Attack against Split Learning under Regression Setting.

Shangyu Xie, Xin Yang, Yuanshun Yao, Tianyi Liu, Taiqing Wang, Jiankai Sun

CoRR, 2023

2022

On Fair Classification with Mostly Private Sensitive Attributes.

Canyu Chen, Yueqing Liang, Xiongxiao Xu, Shangyu Xie, Yuan Hong, Kai Shu

CoRR, 2022

Universal 3-Dimensional Perturbations for Black-Box Attacks on Video Recognition Systems.

Shangyu Xie, Han Wang, Yu Kong, Yuan Hong

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

Differentially Private Instance Encoding against Privacy Attacks.

Shangyu Xie, Yuan Hong

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2022

A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing (Extended Abstract).

Shangyu Xie, Meisam Mohammady, Han Wang, Lingyu Wang, Jaideep Vaidya, Yuan Hong

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

VTDP: Privately Sanitizing Fine-Grained Vehicle Trajectory Data With Boosted Utility.

Bingyu Liu, Shangyu Xie, Han Wang, Yuan Hong, Xuegang Ban, Meisam Mohammady

IEEE Trans. Dependable Secur. Comput., 2021

Privacy preserving divisible double auction with a hybridized TEE-blockchain system.

Bingyu Liu, Shangyu Xie, Yuanzhou Yang, Rujia Wang, Yuan Hong

Cybersecur., 2021

Privacy-Preserving Cloud-Based DNN Inference.

Shangyu Xie, Bingyu Liu, Yuan Hong

Proceedings of the IEEE International Conference on Acoustics, 2021

Reconstruction Attack on Instance Encoding for Language Understanding.

Shangyu Xie, Yuan Hong

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Pairing: Privately Balancing Multiparty Real-Time Supply and Demand on the Power Grid.

Shangyu Xie, Yuan Hong, Peng-Jun Wan

IEEE Trans. Inf. Forensics Secur., 2020

VideoDP: A Flexible Platform for Video Analytics with Differential Privacy.

Han Wang, Shangyu Xie, Yuan Hong

Proc. Priv. Enhancing Technol., 2020

R²DP: A Universal and Automated Approach to Optimizing the Randomization Mechanisms of Differential Privacy for Utility Metrics with No Known Optimal Distributions.

Meisam Mohammady, Shangyu Xie, Yuan Hong, Mengyuan Zhang, Lingyu Wang, Makan Pourzandi, Mourad Debbabi

CoRR, 2020

Privacy Preserving Distributed Energy Trading.

Shangyu Xie, Han Wang, Yuan Hong, My Thai

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

R2DP: A Universal and Automated Approach to Optimizing the Randomization Mechanisms of Differential Privacy for Utility Metrics with No Known Optimal Distributions.

Meisam Mohammady, Shangyu Xie, Yuan Hong, Mengyuan Zhang, Lingyu Wang, Makan Pourzandi, Mourad Debbabi

Proceedings of the CCS '20: 2020 ACM SIGSAC Conference on Computer and Communications Security, 2020

PANDA: Privacy-Aware Double Auction for Divisible Resources without a Mediator.

Bingyu Liu, Shangyu Xie, Yuan Hong

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

VideoDP: A Universal Platform for Video Analytics with Differential Privacy.

Han Wang, Shangyu Xie, Yuan Hong

CoRR, 2019

Homogeneous and Mixed Energy Communities Discovery with Spatial-Temporal Net Energy.

Shangyu Xie, Han Wang, Shengbin Wang, Haibing Lu, Yuan Hong, Dong Jin, Qi Liu

CoRR, 2019

A Privacy Preserving Multiagent System for Load Balancing in the Smart Grid.

Shangyu Xie, Yuan Hong, Peng-Jun Wan

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018

Privacy Preserving and Collusion Resistant Energy Sharing.

Yuan Hong, Han Wang, Shangyu Xie, Bingyu Liu

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2015

Quantile regression methods with varying-coefficient models for censored data.

Shangyu Xie, Alan T. K. Wan, Yong Zhou

Comput. Stat. Data Anal., 2015

2007

Two-Stage Estimation for Seemingly Unrelated Nonparametric Regression Models.

Jinhong You, Shangyu Xie, Yong Zhou

J. Syst. Sci. Complex., 2007