LDP-IDS: Local Differential Privacy for Infinite Data Streams

by X. Ren, L. Shi, W. Yu, S. Yang, C. Zhao, Z. Xu
In Proceedings of 41th ACM SIGMOD International Conference on Management of Data (SIGMOD 2022), pages TBD, Philadelphia, USA, June 2022.

Latent dirichlet allocation model training with differential privacy

by F. Zhao, X. Ren, S. Yang, Q. Han, P. Zhao, X. Yang

IEEE Transactions on Information Forensics and Security (IEEE TIFS), Vol. 16, pages 1290-1305, 2020.

DPCrowd: privacy-preserving and communication-efficient decentralized statistical estimation for real-time crowdsourced data

by X. Ren, C.M. Yu, W. Yu, X. Yang, J. Zhao, S. Yang

IEEE Internet of Things Journal (IEEE IoT-J), Vol. 8, No. 4, pages 2775-2791, 2020.

LoPub : High-Dimensional Crowdsourced Data Publication With Local Differential Privacy

by X. Ren, C.M. Yu, W. Yu, S. Yang, X. Yang, J. McCann, P. S. Yu

IEEE Transactions on Information Forensics and Security (IEEE TIFS), Vol. 13, No. 9, pages 2151-2166, 2018.

On privacy protection of latent dirichlet allocation model training

by F. Zhao, X. Ren, S. Yang, X. Yang

In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), pages 4860-4866, Macau, China, August 2019.