Privacy Plus Utility: Preserving Data Insights with State-of-the-Art Privacy Protection
Our mission at Privacy Dynamics is turning complex privacy processes into simple automated tools. As we bootstrapped the first release of our product, we went through several cycles of experimentation and evaluation using different privacy preserving strategies to determine which would be the best fit for the most users. In this talk, I'll present our process of comparing the latest privacy preserving techniques, demonstrate the inherent tradeoffs of each method, and explain how we arrived at a design to maximize data utility while still responsibly addressing privacy risk.
