Phillip Lee

Privacy Leakage over Dependent Attributes in One-Sided Differential Privacy

2021 · arXiv (Cornell University)

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 Differential Privacy (OSDP) was introduced that extends existing differential privacy …