Functional Mechanism: Regression Analysis under Differential Privacy

Jun Zhang, Zhenjie Zhang, Xiaokui Xiao +2

ε-differential privacy is the state-of-the-art model for releasing sensitive information while protecting privacy. Numerous methods have been proposed to enforce epsilon-differenti…