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

All Screen iPhone 2030 Feature Sans Text

iPhone 18 Pro: Nine Reasons Not to Upgrade This Year

Monday September 7, 2026 5:01 am PDT by
Apple is set to unveil new iPhone 18 Pro and iPhone 18 Pro Max models on Wednesday, September 9, and the devices are expected to feature a design that's largely similar to the iPhone 17 Pro models, with a peppering of enhancements inside. Major changes are not expected until next year, when Apple is expected to introduce a radically redesigned 20th-anniversary iPhone. If you're thinking of...
apple watch series 12

Leak Hints at Four New Features for Apple Watch Series 12 and Ultra 4

Monday September 7, 2026 8:57 am PDT by
Ahead of the announcement of the Apple Watch Series 12 and Ultra 4 later this week, code in the watchOS 27 and iOS 27 betas points to a series of new features for the product line. The information comes from a new post from MacRumors forums member "pdfu." The findings include: New "Readiness" app: An all-new separate Watch app referred to in code as "Readiness," distinct from the...
iphone 17 pro dark blue 1

Five iPhone 18 Pro Camera Features Seemingly Leak in Code

Monday September 7, 2026 9:07 am PDT by
Apple is working on a broader set of Camera app improvements in iOS 27 it has announced, according to a new deep dive from MacRumors forum member "pdfu." iOS 27 beta code apparently points to five features that could arrive alongside new iPhone models this week or in a future software update: Exposure scopes: The Camera app can display a waveform or histogram to help judge exposure...