Practical Considerations for Differential Privacy

What happens when the philosophical aspirations of differential privacy collide with practical reality? Reflecting on seven years of experience building and deploying differential privacy systems at Google, I will describe in this talk some of the ways in which a focus on worst-case outcomes both enables and discourages an honest accounting of privacy risk.