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2020 – today
- 2023
[j8]Shangyu Xie
, Yan Yan, Yuan Hong:
Stealthy 3D Poisoning Attack on Video Recognition Models. IEEE Trans. Dependable Secur. Comput. 20(2): 1730-1743 (2023)- [j7]Shangyu Xie, Meisam Mohammady, Han Wang, Lingyu Wang, Jaideep Vaidya, Yuan Hong:
A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing. IEEE Trans. Knowl. Data Eng. 35(1): 1-15 (2023) - [i10]Shangyu Xie, Xin Yang, Yuanshun Yao, Tianyi Liu, Taiqing Wang, Jiankai Sun:
Label Inference Attack against Split Learning under Regression Setting. CoRR abs/2301.07284 (2023) - [i9]Shangyu Xie, Wei Dai, Esha Ghosh, Sambuddha Roy, Dan Schwartz, Kim Laine:
Does Prompt-Tuning Language Model Ensure Privacy? CoRR abs/2304.03472 (2023) - 2022
- [c10]Shangyu Xie, Meisam Mohammady, Han Wang, Lingyu Wang, Jaideep Vaidya, Yuan Hong:
A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing (Extended Abstract). ICDE 2022: 1549-1550 - [c9]Shangyu Xie, Yuan Hong:
Differentially Private Instance Encoding against Privacy Attacks. NAACL-HLT (Student Research Workshop) 2022: 172-180 - [c8]Shangyu Xie, Han Wang, Yu Kong, Yuan Hong:
Universal 3-Dimensional Perturbations for Black-Box Attacks on Video Recognition Systems. SP 2022: 1390-1407 - [i8]Canyu Chen, Yueqing Liang, Xiongxiao Xu, Shangyu Xie, Yuan Hong, Kai Shu:
On Fair Classification with Mostly Private Sensitive Attributes. CoRR abs/2207.08336 (2022) - 2021
- [j6]Bingyu Liu, Shangyu Xie, Yuanzhou Yang, Rujia Wang, Yuan Hong:
Privacy preserving divisible double auction with a hybridized TEE-blockchain system. Cybersecur. 4(1): 37 (2021) - [j5]Bingyu Liu, Shangyu Xie, Han Wang, Yuan Hong, Xuegang Ban, Meisam Mohammady:
VTDP: Privately Sanitizing Fine-Grained Vehicle Trajectory Data With Boosted Utility. IEEE Trans. Dependable Secur. Comput. 18(6): 2643-2657 (2021) - [c7]Shangyu Xie, Yuan Hong:
Reconstruction Attack on Instance Encoding for Language Understanding. EMNLP (1) 2021: 2038-2044 - [c6]Shangyu Xie, Bingyu Liu, Yuan Hong:
Privacy-Preserving Cloud-Based DNN Inference. ICASSP 2021: 2675-2679 - [i7]Shangyu Xie, Bingyu Liu, Yuan Hong:
Privacy-preserving Cloud-based DNN Inference. CoRR abs/2102.03915 (2021) - [i6]Shangyu Xie, Han Wang, Yu Kong, Yuan Hong:
Universal 3-Dimensional Perturbations for Black-Box Attacks on Video Recognition Systems. CoRR abs/2107.04284 (2021) - 2020
- [j4]Han Wang, Shangyu Xie, Yuan Hong:
VideoDP: A Flexible Platform for Video Analytics with Differential Privacy. Proc. Priv. Enhancing Technol. 2020(4): 277-296 (2020) - [j3]Shangyu Xie, Yuan Hong, Peng-Jun Wan:
Pairing: Privately Balancing Multiparty Real-Time Supply and Demand on the Power Grid. IEEE Trans. Inf. Forensics Secur. 15: 1114-1127 (2020) - [c5]Bingyu Liu, Shangyu Xie, Yuan Hong:
PANDA: Privacy-Aware Double Auction for Divisible Resources without a Mediator. AAMAS 2020: 1904-1906 - [c4]Meisam Mohammady, Shangyu Xie, Yuan Hong, Mengyuan Zhang, Lingyu Wang, Makan Pourzandi, Mourad Debbabi:
R2DP: A Universal and Automated Approach to Optimizing the Randomization Mechanisms of Differential Privacy for Utility Metrics with No Known Optimal Distributions. CCS 2020: 677-696 - [c3]Shangyu Xie, Han Wang, Yuan Hong, My Thai:
Privacy Preserving Distributed Energy Trading. ICDCS 2020: 322-332 - [i5]Shangyu Xie, Han Wang, Yuan Hong, My Thai:
Privacy Preserving Distributed Energy Trading. CoRR abs/2004.12216 (2020) - [i4]Meisam Mohammady, Shangyu Xie, Yuan Hong, Mengyuan Zhang, Lingyu Wang, Makan Pourzandi, Mourad Debbabi:
R2DP: A Universal and Automated Approach to Optimizing the Randomization Mechanisms of Differential Privacy for Utility Metrics with No Known Optimal Distributions. CoRR abs/2009.09451 (2020)
2010 – 2019
- 2019
- [c2]Shangyu Xie, Yuan Hong, Peng-Jun Wan:
A Privacy Preserving Multiagent System for Load Balancing in the Smart Grid. AAMAS 2019: 2273-2275 - [i3]Shangyu Xie, Han Wang, Shengbin Wang, Haibing Lu, Yuan Hong, Dong Jin, Qi Liu:
Homogeneous and Mixed Energy Communities Discovery with Spatial-Temporal Net Energy. CoRR abs/1902.03916 (2019) - [i2]Han Wang, Shangyu Xie, Yuan Hong:
VideoDP: A Universal Platform for Video Analytics with Differential Privacy. CoRR abs/1909.08729 (2019) - 2018
- [c1]Yuan Hong, Han Wang, Shangyu Xie, Bingyu Liu:
Privacy Preserving and Collusion Resistant Energy Sharing. ICASSP 2018: 6941-6945 - 2017
- [i1]Yuan Hong, Han Wang, Shangyu Xie, Bingyu Liu:
Privacy Preserving and Collusion Resistant Energy Sharing. CoRR abs/1711.00208 (2017) - 2015
- [j2]Shangyu Xie, Alan T. K. Wan, Yong Zhou:
Quantile regression methods with varying-coefficient models for censored data. Comput. Stat. Data Anal. 88: 154-172 (2015)
2000 – 2009
- 2007
- [j1]Jinhong You, Shangyu Xie, Yong Zhou:
Two-Stage Estimation for Seemingly Unrelated Nonparametric Regression Models. J. Syst. Sci. Complex. 20(4): 509-520 (2007)
Coauthor Index
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