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 ...

The National Institute of Standards and Technology (NIST) has finalized its guidelines for evaluating differential privacy to help organizations share and analyze large datasets while protecting ...

In an era when data is everything, everywhere, all at once and computation has almost no limit, ensuring privacy while leveraging data analytics is paramount. The US Department of Commerce’s National ...

Google LLC’s cloud business today introduced a differential privacy feature for its BigQuery data warehouse. The feature, which is currently public preview, will enable enterprises to more effectively ...

The draft document provides a system for adopting a differential privacy framework, and the agency is currently seeking feedback to ensure quality. The National Institute of Standards and Technology ...

In a world increasingly dominated by data, privacy has become both a precious commodity and a pressing concern. Enter differential privacy to protect individuals’ data in an era where information, ...

NIST announced the new guidelines on differential privacy guarantees and stated on its website that its goal is to help data-centric organizations strike a balance between privacy and accuracy.

In this work, we aim to develop a hardware-based technique to achieve differential privacy by design. In contrary to the conventional software-based noise generation and injection process, our design ...