The differential privacy technology used by Apple is rooted in the idea that statistical noise that is slightly biased can mask a user’s individual data before it is shared with Apple.

Apr 14, 2025 · For years, we’ve used techniques like differential privacy as part of our opt-in device analytics program. This lets us gain insights into how our products are used, so we can …

Dec 6, 2017 · In this article, we give an overview of a system architecture that combines differential privacy and privacy best practices to learn from a user population. Differential …

Feb 23, 2024 · iOS 12.1 introduces Group FaceTime, adds over 70 new emoji, and includes support for Dual SIM with eSIM for iPhone XS, iPhone XS Max, and iPhone XR. This update …

Jul 21, 2023 · In this article, we share how we apply differential privacy (DP) to learn about the kinds of photos people take at frequently visited locations (iconic scenes) without personally …

Using differential privacy, we are able to successfully identify an up-to-date set of websites for which most users prefer auto-play with sound worldwide, such as streaming services including …

An app’s App Store product page helps people understand the app’s privacy practices before they download it. Best practices Request access only to data that you actually need. Asking for …

Differential Privacy adds random information to your data before it’s analysed by Apple, so we can’t link that data to your device. Instead, patterns appear only when the data is combined …

The iOS 12 SDK provides support for developing iOS apps for iPhone, iPad, or iPod touch devices running iOS 12. The SDK comes bundled with Xcode 10 available from the Mac App …

Analytics data shared with Apple is not attached to identifying information and, in some cases, is protected using differential privacy, a technique that obscures individual information while …