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Shangyu Xie
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Year
VideoDP: A Flexible Platform for Video Analytics with Differential Privacy.
H Wang, S Xie, Y Hong
Proc. Priv. Enhancing Technol. 2020 (4), 277-296, 2020
11*2020
R2DP: A universal and automated approach to optimizing the randomization mechanisms of differential privacy for utility metrics with no known optimal distributions
M Mohammady, S Xie, Y Hong, M Zhang, L Wang, M Pourzandi, ...
Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications …, 2020
92020
VTDP: Privately sanitizing fine-grained vehicle trajectory data with boosted utility
B Liu, S Xie, H Wang, Y Hong, X Ban, M Mohammady
IEEE Transactions on Dependable and Secure Computing 18 (6), 2643-2657, 2019
92019
Privacy preserving and collusion resistant energy sharing
Y Hong, H Wang, S Xie, B Liu
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
92018
Universal 3-dimensional perturbations for black-box attacks on video recognition systems
S Xie, H Wang, Y Kong, Y Hong
2022 IEEE Symposium on Security and Privacy (SP), 1390-1407, 2022
72022
A privacy preserving multiagent system for load balancing in the smart grid
S Xie, Y Hong, PJ Wan
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
72019
Reconstruction attack on instance encoding for language understanding
S Xie, Y Hong
In Proceedings of the 2021 Conference on Empirical Methods in Natural …, 2021
62021
Privacy preserving distributed energy trading
S Xie, H Wang, Y Hong, M Thai
2020 IEEE 40th International Conference on Distributed Computing Systems …, 2020
62020
PANDA: privacy-aware double auction for divisible resources without a mediator
B Liu, S Xie, Y Hong
Proceedings of the 19th International Conference on Autonomous Agents and …, 2020
52020
Pairing: Privately balancing multiparty real-time supply and demand on the power grid
S Xie, Y Hong, PJ Wan
IEEE Transactions on Information Forensics and Security 15, 1114-1127, 2019
42019
Privacy-preserving cloud-based DNN inference
S Xie, B Liu, Y Hong
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
32021
Discovering communities for microgrids with spatial-temporal net energy
S Xie, H Wang, S Wang, H Lu, Y Hong, D Jin, Q Liu
Journal of Modern Power Systems and Clean Energy 7 (6), 1536-1546, 2019
32019
Stealthy 3D Poisoning Attack on Video Recognition Models
S Xie, Y Yan, Y Hong
IEEE Transactions on Dependable and Secure Computing, 2022
22022
On Fair Classification with Mostly Private Sensitive Attributes
C Chen, Y Liang, X Xu, S Xie, Y Hong, K Shu
arXiv preprint arXiv:2207.08336, 2022
12022
Privacy preserving divisible double auction with a hybridized TEE-blockchain system
B Liu, S Xie, Y Yang, R Wang, Y Hong
Cybersecurity 4 (1), 1-14, 2021
12021
Efficient and Private Divisible Double Auction in Trusted Execution Environment
B Liu, S Xie, Y Hong
EAI International Conference on Applied Cryptography in Computer and …, 2021
12021
A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing
S Xie, M Mohammady, H Wang, L Wang, J Vaidya, Y Hong
IEEE Transactions on Knowledge and Data Engineering, 2021
12021
Utility optimized differential privacy system
M Zhang, Y Jarraya, M Pourzandi, M Mohammady, XIE Shangyu, Y Hong, ...
US Patent App. 17/610,795, 2022
2022
Differentially Private Instance Encoding against Privacy Attacks
S Xie, Y Hong
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
2022
TPS-ISA 2019
E Bertino, E Ferrari, J Vaidya, N Baracaldo, B Carminati, M Kantarcioglu, ...
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