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Shangyu Xie
Shangyu Xie
hawk.iit.edu의 이메일 확인됨
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Videodp: A flexible platform for video analytics with differential privacy
H Wang, S Xie, Y Hong
Proceedings on Privacy Enhancing Technologies, 2020
37*2020
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
232022
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
192020
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
172019
Reconstruction attack on instance encoding for language understanding
S Xie, Y Hong
In Proceedings of the 2021 Conference on Empirical Methods in Natural …, 2021
132021
Privacy preserving distributed energy trading
S Xie, H Wang, Y Hong, M Thai
2020 IEEE 40th International Conference on Distributed Computing Systems …, 2020
122020
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
112018
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 35 (1), 1-15, 2021
102021
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
102020
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
102019
Privacy preserving divisible double auction with a hybridized TEE-blockchain system
B Liu, S Xie, Y Yang, R Wang, Y Hong
Cybersecurity 4, 1-14, 2021
92021
Privacy-preserving cloud-based DNN inference
S Xie, B Liu, Y Hong
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
92021
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
9*2019
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
92019
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
82022
Stealthy 3D poisoning attack on video recognition models
S Xie, Y Yan, Y Hong
IEEE Transactions on Dependable and Secure Computing 20 (2), 1730-1743, 2022
82022
When Fairness Meets Privacy: Fair Classification with Semi-Private Sensitive Attributes
C Chen, Y Liang, X Xu, S Xie, Y Hong, K Shu
Workshop on Trustworthy and Socially Responsible Machine Learning, NeurIPS 2022, 2022
52022
Label inference attack against split learning under regression setting
S Xie, X Yang, Y Yao, T Liu, T Wang, J Sun
arXiv preprint arXiv:2301.07284, 2023
42023
Differentially private instance encoding against privacy attacks
S Xie, Y Hong
In Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
42022
Efficient and Private Divisible Double Auction in Trusted Execution Environment
B Liu, S Xie, Y Hong
Applied Cryptography in Computer and Communications: First EAI International …, 2021
22021
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