70 citations · 163 across the 12 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.LG2018★ 44 cited
Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning
Zhibo Wang, Mengkai Song, Zhifei Zhang +3
Federated learning, i.e., a mobile edge computing framework for deep learning, is a recent advance in privacy-preserving machine learning, where the model is trained in a decentral…
eess.SP2018★ 70 cited
PatternListener: Cracking Android Pattern Lock Using Acoustic Signals
Man Zhou, Qian Wang, Jingxiao Yang +4
Pattern lock has been widely used for authentication to protect user privacy on mobile devices (e.g., smartphones and tablets). Given its pervasive usage, the compromise of pattern…