Privacy-Preserving Aggregation in Federated Learning: A Survey
Authors: Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao | Published: 2022-03-31 | Updated: 2022-07-13
Privacy Enhancing Technology
Cancellable Template Design for Privacy-Preserving EEG Biometric Authentication Systems
Authors: Min Wang, Song Wang, Jiankun Hu | Published: 2022-03-31
Semi-FedSER: Semi-supervised Learning for Speech Emotion Recognition On Federated Learning using Multiview Pseudo-Labeling
Authors: Tiantian Feng, Shrikanth Narayanan | Published: 2022-03-15
A Framework for Verifiable and Auditable Federated Anomaly Detection
Authors: Gabriele Santin, Inna Skarbovsky, Fabiana Fournier, Bruno Lepri | Published: 2022-03-15
The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining
Authors: Yi Liu, Lei Xu, Xingliang Yuan, Cong Wang, Bo Li | Published: 2022-03-14
One Parameter Defense — Defending against Data Inference Attacks via Differential Privacy
Authors: Dayong Ye, Sheng Shen, Tianqing Zhu, Bo Liu, Wanlei Zhou | Published: 2022-03-13
Differentially Private Label Protection in Split Learning
Authors: Xin Yang, Jiankai Sun, Yuanshun Yao, Junyuan Xie, Chong Wang | Published: 2022-03-04
Trends in Blockchain and Federated Learning for Data Sharing in Distributed Platforms
Authors: Haemin Lee, Joongheon Kim | Published: 2021-07-19
Longitudinal Compliance Analysis of Android Applications with Privacy Policies
Authors: Saad Sajid Hashmi, Nazar Waheed, Gioacchino Tangari, Muhammad Ikram, Stephen Smith | Published: 2021-06-18 | Updated: 2021-07-28
Optimal Accounting of Differential Privacy via Characteristic Function
Authors: Yuqing Zhu, Jinshuo Dong, Yu-Xiang Wang | Published: 2021-06-16 | Updated: 2022-05-31