5min 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 All Synthetic Data Automatically Private by Design?

The awareness of how important privacy is has changed from when mostly i was founded to what we see now in the market, especially when it comes to legacy an nmisation. That's really one of the reasons why we've seen so many organizations now really focusing on synthetic data because it allows you to securely protect privacy and be safe from reidentification risks. You need to train a model that learns the abstract pattern of the population, but does not memorize individuals. So yo really have to make sure that your model is safe against any kind of memorization of inpotata. And we've seen opsors generators being attacked in some ways, i can discuss some of these attacks and ari

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