2min chapter

Data Democratization: Stories about data, AI and privacy cover image

19. How to implement data privacy? A conversation with Klaudius Kalcher, cofounder and chief data scientist of MOSTLY AI

Data Democratization: Stories about data, AI and privacy

CHAPTER

Is There a Level of Privacy Guarantee?

With the high absilon, these guarantees became more or less meaningless sacan. The guarantee doesn't tell you how large the risk of a particular individual in a particular daeo set actually is. You don't really have a theoretical framework within differenti privacy to measure specifically. What would be held for here, of course, from a research perspective, is to have ways of sharpening this privacy guarantee for specific or under specific constraints.

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