Privacy Preserving Measurement
In 1982, Andrew Yao proposed the Millionaire Problem which discusses how two millionaires can learn …
Managing Differential Privacy in Large Scale Systems
The promise of differential privacy is compelling. It offers a rigorous, provable guarantee of …
Differential Privacy: A Primer
Differential Privacy (DP) is a mathematical framework that protects individual privacy in data …
Mathematical Guarantee
A mathematical guarantee is a formal, provable assurance about the behavior, performance, or …
Modelling data flows as graphs to apply user privacy constraint
Personal data processing forms the backbone of many big tech service providers. Tech giants like …