Shangy Xie

PhD student, Illinois Institute of Technology

Joined

March 2022

Names

Shangy Xie (Preferred)

Shangyu Xie

Emails

****@hawk.iit.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Illinois Institute of Technology (hawk.iit.edu)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Stealthy 3D Poisoning Attack on Video Recognition Models
Shangyu Xie, Yan Yan, Yuan Hong
- Published: 01 Jan 2023, Last Modified: 27 Jun 2023
- IEEE Trans. Dependable Secur. Comput. 2023
- Readers: Everyone
Label Inference Attack against Split Learning under Regression Setting
Shangyu Xie, Xin Yang, Yuanshun Yao, Tianyi Liu, Taiqing Wang, Jiankai Sun
- 2023 (modified: 18 Apr 2023)
- CoRR 2023
- Readers: Everyone
Does Prompt-Tuning Language Model Ensure Privacy?
Shangyu Xie, Wei Dai, Esha Ghosh, Sambuddha Roy, Dan Schwartz, Kim Laine
- Published: 01 Jan 2023, Last Modified: 19 May 2023
- CoRR 2023
- Readers: Everyone
A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing
Shangyu Xie, Meisam Mohammady, Han Wang, Lingyu Wang, Jaideep Vaidya, Yuan Hong
- Published: 01 Jan 2023, Last Modified: 27 Jun 2023
- IEEE Trans. Knowl. Data Eng. 2023
- Readers: Everyone
When Fairness Meets Privacy: Fair Classification with Semi-Private Sensitive Attributes
Canyu Chen, Yueqing Liang, Xiongxiao Xu, Shangyu Xie, Yuan Hong, Kai Shu
- Published: 21 Nov 2022, Last Modified: 05 May 2023
- TSRML2022
- Readers: Everyone
Universal 3-Dimensional Perturbations for Black-Box Attacks on Video Recognition Systems
Shangyu Xie, Han Wang, Yu Kong, Yuan Hong
- 2022 (modified: 18 Nov 2022)
- IEEE Symposium on Security and Privacy 2022
- Readers: Everyone
On Fair Classification with Mostly Private Sensitive Attributes
Canyu Chen, Yueqing Liang, Xiongxiao Xu, Shangyu Xie, Yuan Hong, Kai Shu
- 2022 (modified: 18 Nov 2022)
- CoRR 2022
- Readers: Everyone
Differentially Private Instance Encoding against Privacy Attacks
Shangyu Xie, Yuan Hong
- 2022 (modified: 18 Nov 2022)
- NAACL-HLT (Student Research Workshop) 2022
- Readers: Everyone
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
- 2022 (modified: 18 Nov 2022)
- ICDE 2022
- Readers: Everyone
Universal 3-Dimensional Perturbations for Black-Box Attacks on Video Recognition Systems
Shangyu Xie, Han Wang, Yu Kong, Yuan Hong
- 2021 (modified: 18 Nov 2022)
- CoRR 2021
- Readers: Everyone

View all 27 publications

Co-Authors

View all 34 co-authors