32 citations · 60 across the 3 of their papers we have counts for
3 papers
cs.CR2020★ 32 cited
LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy
Lichao Sun, Jianwei Qian, Xun Chen
Train machine learning models on sensitive user data has raised increasing privacy concerns in many areas. Federated learning is a popular approach for privacy protection that coll…
cs.CR2017★ 25 cited
VoiceMask: Anonymize and Sanitize Voice Input on Mobile Devices
Jianwei Qian, Haohua Du, Jiahui Hou +5
Voice input has been tremendously improving the user experience of mobile devices by freeing our hands from typing on the small screen. Speech recognition is the key technology tha…
cs.SI2017★ 3 cited
Social Network De-anonymization: More Adversarial Knowledge, More Users Re-Identified?
Jianwei Qian, Xiang-Yang Li, Yu Wang +3
Following the trend of data trading and data publishing, many online social networks have enabled potentially sensitive data to be exchanged or shared on the web. As a result, user…