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Siping Shi
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Federated analytics: Opportunities and challenges
D Wang, S Shi, Y Zhu, Z Han
IEEE Network 36 (1), 151-158, 2021
472021
Federated anomaly analytics for local model poisoning attack
S Shi, C Hu, D Wang, Y Zhu, Z Han
IEEE Journal on Selected Areas in Communications 40 (2), 596-610, 2021
442021
Federated hd map updating through overlapping coalition formation game
S Shi, C Hu, D Wang, Y Zhu, Z Han
IEEE Transactions on Mobile Computing 23 (2), 1641-1654, 2023
92023
Preva: Protecting inference privacy through policy-based video-frame transformation
R Lu, S Shi, D Wang, C Hu, B Zhang
2022 IEEE/ACM 7th Symposium on Edge Computing (SEC), 175-188, 2022
82022
Distributionally robust federated learning for differentially private data
S Shi, C Hu, D Wang, Y Zhu, Z Han
2022 IEEE 42nd International Conference on Distributed Computing Systems …, 2022
62022
Distributionally robust federated learning for network traffic classification with noisy labels
S Shi, Y Guo, D Wang, Y Zhu, Z Han
IEEE Transactions on Mobile Computing 23 (5), 6212-6226, 2023
32023
EPC: a video analytics system with efficient edge-side privacy control
B Zhang, S Shi, D Wang, C Hu
Proceedings of the 17th ACM Workshop on Mobility in the Evolving Internet …, 2022
22022
PriFairFed: A Local Differentially Private Federated Learning Algorithm for Client-Level Fairness
C Hu, N Wu, S Shi, X Liu, W Wu, B Luo, KY Wang, J Jiang, D Cheng
IEEE Transactions on Mobile Computing, 2024
12024
Design and Implementation of a Role-Based Access Control for Categorized Resource in Smart Community Systems
S Shi, C Xu
2016 7th International Conference on Cloud Computing and Big Data (CCBD …, 2016
12016
Federated Morozov Regularization for Shortcut Learning in Privacy Preserving Learning with Watermarked Image Data
T Ling, S Shi, H Wang, C Hu, D Wang
Proceedings of the 32nd ACM International Conference on Multimedia, 4899-4908, 2024
2024
SAMEdge: An Edge-cloud Video Analytics Architecture for the Segment Anything Model
R Lu, S Shi, Y Liu, D Wang
arXiv preprint arXiv:2409.14784, 2024
2024
Privacy Protectability: An Information-theoretical Approach
S Shi, B Zhang, D Wang
arXiv preprint arXiv:2305.15697, 2023
2023
Privacy-preserving and robust federated learning on noisy environment
S Shi
Hong Kong Polytechnic University, 2023
2023
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Artikler 1–13