Luo, Hangzai; Lin, Xiaodong; Zhou, Aoying; Bertino, Elisa - 2009
This paper proposes a novel approach for privacy-preserving distributed model-based classifier training. Our approach is an important step towards supporting customizable privacy modeling and protection. It consists of three major steps. First, each data site independently learns a weak concept...