Publication

Chu, Tianyue*, Yang, Mengwei*, and Laoutaris, Nikolaos, and Markopoulou, Athina. “PriPrune: Quantifying and Preserving Privacy in Pruned Federated Learning”, arXiv preprint arXiv:2310.19958 (2023), under review.

Bakopoulou, Evita*, Yang, Mengwei*, and Zhang, Jiang and Psounis, Konstantinos and Markopoulou, Athina, “Location leakage in federated signal maps.”, accepted in IEEE Transactions on Mobile Computing, Oct. 2023

Zong, Zixiao and Yang, Mengwei and Ley, Justin and Butts, Carter T and Markopoulou, Athina, “Privacy by projection: Federated population density estimation by projecting on random features.”, in Proceedings of Privacy Enhancing Technologies (PoPETs), 2023(1), Lausanne, Switzerland, July 2023.

Yang, Mengwei and Song, Linqi and Xu, Jie and Li, Congduan and Tan, Guozhen, “The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost”, accepted and to appear in IJCAI Workshop: 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (IJCAI-FL 2019).

(* means equal contributions)