Junwei Zhou

Deep Binarized Convolutional Neural Network Inferences over Encrypted Data

2020

Homomorphic encryption provides a way to perform deep learning over encrypted data and permits the user to encrypt the data before uploading, leaving the control of data on the user side. However, operations on encrypted …

A Cross-Project Aging-Related Bug Prediction Approach Based on Joint Probability Domain Adaptation and k-means SMOTE

2021 · 2021 IEEE 21st International Conference on Software Quality, Reliability and Security Companion (QRS-C)

In long-running systems, the phenomenon of performance degradation and failure rate increase caused by Aging-Related Bugs (ARBs) is known as software aging. Because of the low presence and reproducing difficulty of ARBs, collecting enough training …