5 papers
A gated group sequential design for seamless Phase II/III trial with subpopulation selection
Guanhong Miao, Jason J. Z. Liao, Jing Yang +1
Due to the high cost and high failure rate of Phase III trials, seamless Phase II/III designs are more and more popular to trial efficiency. A potential attraction of Phase II/III…
Real-time privacy preserving disease diagnosis using ECG signal
Guanhong Miao, A. Adam Ding, Samuel S. Wu
The rapid development in Internet of Medical Things (IoMT) boosts the opportunity for real-time health monitoring using various data types such as electroencephalography (EEG) and…
Efficient Privacy Preserving Logistic Regression for Horizontally Distributed Data
Guanhong Miao
Internet of Things devices are expanding rapidly and generating huge amount of data. There is an increasing need to explore data collected from these devices. Collaborative learnin…
Linear Model Against Malicious Adversaries with Local Differential Privacy
Guanhong Miao, A. Adam Ding, Samuel S. Wu
Scientific collaborations benefit from collaborative learning of distributed sources, but remain difficult to achieve when data are sensitive. In recent years, privacy preserving t…
Reducing Noise Level in Differential Privacy through Matrix Masking
A. Adam Ding, Samuel S. Wu, Guanhong Miao +1
Differential privacy schemes have been widely adopted in recent years to address issues of data privacy protection. We propose a new Gaussian scheme combining with another data pro…