Privacy Preservation Machine Learning

National Taiwan University  Prof. Pei-Yuan Wu

計畫主持人:國立臺灣大學 電機工程學系 吳沛遠教授


Private and sensitive data are commonly being collected and analyzed in machine learning applications. How to preserve privacy as well as preventing abusive usage of those sensitive data has become an important issue.  This research project addresses the privacy preservation issues in machine learning and deep learning architectures, as well as the attacks that are plausible given machine learning methodologies.