Apple Using a 'Device Trust Score' to Identify and Prevent Fraud on iTunes and App Stores - MacRumors
Skip to Content

Apple Using a 'Device Trust Score' to Identify and Prevent Fraud on iTunes and App Stores

by

With the release of iOS 12, tvOS 12, and watchOS 5 yesterday, Apple made some quiet changes to its iTunes and App Store privacy policy on iOS devices and the Apple TV.

Newly updated language in the iTunes and App Store privacy policy states that Apple is using a new device trust score to help identify and cut down on fraud.

appstoretrustscore
Apple says that information about how you use your device, including the approximate number of phone calls or emails you receive is used to compute the device trust score when you make a purchase.

To help identify and prevent fraud, information about how you use your device, including the approximate number of phone calls or emails you send and receive, will be used to compute a device trust score when you attempt a purchase. The submissions are designed so Apple cannot learn the real values on your device. The scores are stored for a fixed time on our servers.

This warning shows up on both iOS devices and the Apple TV, which can’t send emails or make phone calls, so it appears to be blanket wording Apple is using for all of its iTunes and App Store privacy updates.

Apple has always been committed to protecting users from fraud, and the trust score is a new anti-fraud technique introduced in iOS 12. Like many of Apple’s data collection practices, the trust score has been designed with user privacy in mind.

Data used to calculate the trust score is on-device and related to usage patterns rather than the content of communications (Apple won’t know who you called or emailed or what you talked about), and when sent to Apple, the trust score is encrypted and stored for a short period of time.

Apple does not receive information beyond the score itself because the data used to determine the trust score is stored on device, as previously mentioned. A single trust score number Apple uses actually contains data from thousands of accounts, which protects your individual data and prevents Apple from seeing a single user’s device usage patterns.

Apple says the new iTunes and App Store trust scores are used solely to identify and prevent fraud and have no other purpose.

Apple uses many anti-fraud techniques, but malicious entities are always aiming to circumvent fraud measures, so Apple has to develop new fraud detection methods to protect customers and assess overall transactions for potential fraud. The trust score will help Apple better separate legitimate transactions from fraudulent transactions, cutting down on the number of false positives.

According to Apple, a lot of work went into building a trust score that provides the company with the tools to detect fraud while also protecting user privacy.

Apple’s iTunes Store & Privacy documentation was updated on September 17, just after the iOS 12 release, and prior to then, it did not include the bit about creating a trust score.

There are few other changes that have been made to the document, and the new section joins a pre-existing policy where Apple says that it collects device information, location information, download and purchase history and other interactions with its stores to prevent fraud.

Top Rated Comments

az431 Avatar
104 months ago
Absolutely baffled by this! Seems a little too intrusive to me.
As stated in the article, Apple does not collect the actual content in the emails and calls.

The combination of few phone calls/emails and downloading of multiple apps is indicative of a review farm (fraud). The higher the app download to call/email ratio, the lower the trust score.

Unique identifiers are no longer used for privacy reasons. This avoids the use of unique identifiers while collecting data relevant to identifying fraud.
Score: 11 Votes (Like | Disagree)
104 months ago
I’m not pushing conspiracy theories here but just hear me out...

Isn’t this oddly timed considering China is starting to use that social score system?
Score: 6 Votes (Like | Disagree)
nwcs Avatar
104 months ago
I thought Apple recently said that customers are not the product? :rolleyes: (or am I remembering that wrong?)
No, you’re misapplying the concept to make it say something it isn’t. So you registered today just to say it?
Score: 4 Votes (Like | Disagree)
104 months ago
It does sound like it's an attempt to distinguish between "real" people and mischievous users.
Score: 3 Votes (Like | Disagree)
104 months ago
Absolutely baffled by this! Seems a little too intrusive to me.
Score: 3 Votes (Like | Disagree)
Brien Avatar
104 months ago
Great, now the scammers will just up the spam calls and texts so they look like “real” users.
Score: 2 Votes (Like | Disagree)

Popular Stories

Foldable iPhone 2023 Feature 1

Gurman: iPhone Ultra Wows Early Testers, Except for Its Camera

Sunday August 23, 2026 11:19 am PDT by
Apple's upcoming foldable iPhone Ultra is winning over the few people who have had hands-on time with the device, though the camera setup may leave some users wanting, according to Bloomberg's Mark Gurman. Writing in his latest Power On newsletter, Gurman says people who have used the device – which is reportedly referred to internally as the iPhone Ultra – like how it fits in your...
iPhone 18 Pro Dark Cherry Feature

iPhone 18 Pro and iPhone Ultra: When Will Apple Event Be Announced?

Monday August 24, 2026 6:45 am PDT by
It is now late August, meaning that Apple's annual iPhone event is just around the corner. Below, we take a look at when the event might be held this year. This September, Apple is expected to unveil the iPhone 18 Pro, iPhone 18 Pro Max, and an all-new foldable iPhone that will reportedly be named the iPhone Ultra. The regular iPhone 18, a lower-end iPhone 18e, and the iPhone Air 2 are not...
apple magic keyboard with glyphs 2026 refresh

Apple Quietly Refreshes Magic Keyboards

Tuesday August 25, 2026 7:22 am PDT by
Apple today quietly introduced updated Magic Keyboard models with revised U.S. English key labeling. On the new keyboards, the tab, caps lock, shift, return, and delete keycaps are labeled with glyphs rather than edge text. On the full-size models with a numeric keypad, the change goes further, with the home, page up, page down, end, clear, and enter keys also swapping their text labels for...