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

What's Differential Privacy?

Huo: Differential privacy has really transformed the way that the privacy community thinks about the concept and how to measure privacy. Claudius: Canonymity means that you don't publish any number that does not relate to at least k individuals. Huo: What influence does one individual have on any particular algoritm or any outcome? And for those listeners who are not as passionate about privacy and measuring privacys as you are, can you quickly explain canonimity?"

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