Warpath Tv: Transmission Protocol

What is Differential Privacy? - DTNS Explainer

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Synopsis

Data privacy. There's a lot of misinformation and overreaction when it comes to data privacy but that's in large part to the fact that there's a lot of lack of data privacy. People are rightly concerned. In this episode Tom describes very simply and generally what differential privacy is, and what you need to know about how it's used.On DTNS we try to balance the idea that companies do definitely need to improve data protection with the idea that sharing data at all isn't a bad thing in fact when done right can be a very good thing.Not just for companies but academic research and nonprofits benefit from research on datasets. However just taking data, even when names are stripped off, can lead to trouble. As far back as 2000, researchers were showing that the right analysis of raw data sets could deduce who people were even when the data was anonymized. In 2000, Latanya Sweeney showed that 87% of people in the US could be identified from ZIP code, birthdate and sex. https://arstechnica.com/tech-policy/200