37 citations · 53 across the 3 of their papers we have counts for
3 papers
Privacy Adversarial Network: Representation Learning for Mobile Data Privacy
Sicong Liu, Junzhao Du, Anshumali Shrivastava +1
The remarkable success of machine learning has fostered a growing number of cloud-based intelligent services for mobile users. Such a service requires a user to send data, e.g. ima…
AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles
Sicong Liu, Junzhao Du, Kaiming Nan +3
Recent breakthroughs in Deep Neural Networks (DNNs) have fueled a tremendously growing demand for bringing DNN-powered intelligence into mobile platforms. While the potential of de…
Better accuracy with quantified privacy: representations learned via reconstructive adversarial network
Sicong Liu, Anshumali Shrivastava, Junzhao Du +1
The remarkable success of machine learning, especially deep learning, has produced a variety of cloud-based services for mobile users. Such services require an end user to send dat…