Being able to share information about a group of people without compromising any individual person’s privacy kinda sounds like a form of wizardry. But it’s not. It’s just math. I say “just” not to ...
In industries such as health care, where data generation grows by 47% each year, information collected within electronic health records could help inform more efficient care operations or more ...
With the announcement of iOS 10 at WWDC on Monday, Apple mentioned its adoption of "Differential Privacy" – a mathematical technique that allows the company to ...
The unexpected star of iOS 10 may well end up being a barely-known cryptography system to balance privacy and personalization, as Apple further positions itself as the bastion of user data protection.
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Apple is stepping up its artificial intelligence efforts in a bid to keep pace with rivals who have been driving full-throttle down a machine learning-powered AI superhighway, thanks to their liberal ...
Security and privacy expert Matthew Green reassures us, “Your iPhone is not going to kill you.” That’s good. But in his recent explanation of how Apple’s differential privacy approach will send an ...
Traditionally, companies have relied upon data masking, sometimes called de-identification, to protect data privacy. The basic idea is to remove all personally identifiable information (PII) from each ...
Hiding sensitive data in a sea of noise might have more value than encryption in some use cases. Here are the most likely differential privacy applications and their trade-offs. In the past, the ...