Differential Privacy and Its Application

While the thesis reports our research in extending the theory of differential privacy to real world application, many interesting and promising issues remain unexplored. This thesis can be a starting point for new challenges because they precisely demonstrate how differential privacy can be extended in real-world scenarios.