Privacy Leakage over Dependent Attributes in One-Sided Differential Privacy

Phillip Lee, Kevin Smith

Providing a provable privacy guarantees while maintaining the utility of data is a challenging task in many real-world applications. Recently, a new framework called One-Sided Diff…