Protecting User Privacy in Remote Conversational Systems: A Privacy-Preserving framework based on text sanitization
Authors: Zhigang Kan, Linbo Qiao, Hao Yu, Liwen Peng, Yifu Gao, Dongsheng Li | Published: 2023-06-14
Privacy Technique
Differentially Private One Permutation Hashing and Bin-wise Consistent Weighted Sampling
Authors: Xiaoyun Li, Ping Li | Published: 2023-06-13
“Private Prediction Strikes Back!” Private Kernelized Nearest Neighbors with Individual Renyi Filter
Authors: Yuqing Zhu, Xuandong Zhao, Chuan Guo, Yu-Xiang Wang | Published: 2023-06-12
Gaussian Membership Inference Privacy
Authors: Tobias Leemann, Martin Pawelczyk, Gjergji Kasneci | Published: 2023-06-12 | Updated: 2023-10-26
AnoFel: Supporting Anonymity for Privacy-Preserving Federated Learning
Authors: Ghada Almashaqbeh, Zahra Ghodsi | Published: 2023-06-12
Efficient Skip Connections Realization for Secure Inference on Encrypted Data
Authors: Nir Drucker, Itamar Zimerman | Published: 2023-06-11
Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning
Authors: Guangfeng Yan, Tan Li, Kui Wu, Linqi Song | Published: 2023-04-26
Blockchain-based Federated Learning with SMPC Model Verification Against Poisoning Attack for Healthcare Systems
Authors: Aditya Pribadi Kalapaaking, Ibrahim Khalil, Xun Yi | Published: 2023-04-26
Censoring chemical data to mitigate dual use risk
Authors: Quintina L. Campbell, Jonathan Herington, Andrew D. White | Published: 2023-04-20
Sensitivity estimation for differentially private query processing
Authors: Meifan Zhang, Xin Liu, Lihua Yin | Published: 2023-04-19