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
106 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)
106 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
106 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)
106 months ago
It does sound like it's an attempt to distinguish between "real" people and mischievous users.
Score: 3 Votes (Like | Disagree)
106 months ago
Absolutely baffled by this! Seems a little too intrusive to me.
Score: 3 Votes (Like | Disagree)
Brien Avatar
106 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

iPhone Duo Display Cracking

Apple Alerts Stores to iPhone Duo's Display Cracking Issue

Friday October 30, 2026 3:20 pm PDT by
In a memo shared with Apple Stores and Apple Authorized Service Providers this week, and later obtained by MacRumors, Apple provided technicians with guidance on how to diagnose and address the iPhone Duo's inner display cracking issue. If a customer reports the issue, Apple advised technicians to inspect the iPhone Duo and repair or replace it in accordance with their standard procedures....
apple pro tell logo

Apple Launching Five New Products This Friday

Monday November 2, 2026 1:22 am PST by
Apple is releasing five new products this Friday, November 6, following pre-orders that opened last week, including its first touchscreen MacBook Pro models. The following new products will be available from Friday: iPad mini with OLED display and A20 Pro chip iMac with M6 chip 14-inch MacBook Pro with M6 chip 14-inch MacBook Pro with OLED touchscreen 16-inch MacBook Pro with OLED...
Everything New Your iPhone Can Do on iOS 27

14 New Things Your iPhone Can Do in iOS 27.2

Friday October 30, 2026 12:42 pm PDT by
Apple released iOS 27.2 on October 26, bringing enhancements to Siri AI, adding Suggestions in Messages, and sneaking in a string of smaller additions across Photos, Podcasts, Games, Apple TV, and FaceTime. iOS 27.2 is available to download to your device now via Settings ➝ General ➝ Software Update. Note that some features may not be available in all regions or on all iPhone models....
Latest Stories
Early Black Friday Brings Steep Price Drops on Apple's Latest iPhone Cases
Early Black Friday Brings Steep Price Drops on Apple's Latest iPhone Cases
39 minutes ago
John Ternus Hosting His First Earnings Call as Apple CEO Today
John Ternus Hosting His First Earnings Call as Apple CEO Today
2 hours ago
Here's What Spotify Looks Like on Apple's HomeView
Here's What Spotify Looks Like on Apple's HomeView
2 hours ago
iOS 27.2.1 Coming Soon, iOS 27.3 Beta Likely Available Tomorrow
iOS 27.2.1 Coming Soon, iOS 27.3 Beta Likely Available Tomorrow
3 hours ago
Mark Gurman: Apple Initially Aimed to Release iPhone Duo in November
Mark Gurman: Apple Initially Aimed to Release iPhone Duo in November
4 hours ago
Best Early Black Friday Deals on Apple Products Available Now
Best Early Black Friday Deals on Apple Products Available Now
4 hours ago
Apple Isn't Done With 2026: Here's What's Still Coming
Apple Isn't Done With 2026: Here's What's Still Coming
4 hours ago
Apple 'HomeView Ultra' With 9-Inch 360º Screen Detailed in New Report
Apple 'HomeView Ultra' With 9-Inch 360º Screen Detailed in New Report
4 hours ago
Apple TV 4K Pre-Order Discount Returns at Amazon
Apple TV 4K Pre-Order Discount Returns at Amazon
5 hours ago
Zoom and These Microsoft Apps Now Optimized for iPhone Duo
Zoom and These Microsoft Apps Now Optimized for iPhone Duo
5 hours ago
Canva Brings Free All-in-One Affinity App to iPad
Canva Brings Free All-in-One Affinity App to iPad
5 hours ago
iPhone Duo: Latest Buyer Wait Times
iPhone Duo: Latest Buyer Wait Times
7 hours ago
iPhone Duo Owners Can't Change Display Zoom After Setup
iPhone Duo Owners Can't Change Display Zoom After Setup
3 hours ago
Apple HomeView Could Double as a Security Camera
Apple HomeView Could Double as a Security Camera
9 hours ago
Apple Launching Five New Products This Friday
Apple Launching Five New Products This Friday
10 hours ago
Nearly Every M5 MacBook Air Now $200 Off on Amazon
Nearly Every M5 MacBook Air Now $200 Off on Amazon
1 day ago
Apple's HomeView Ships With Six-Month-Old Software
Apple's HomeView Ships With Six-Month-Old Software
1 day ago
Three New iPads Rumored to Launch in First Half of 2027
Three New iPads Rumored to Launch in First Half of 2027
1 day ago
Apple Offers Steps to Fix Daylight Saving Time Bug on Apple Watch
Apple Offers Steps to Fix Daylight Saving Time Bug on Apple Watch
1 day ago
Apple Watch Ultra 4 Hits All-Time Low Price With Amazon's $99 Discount
Apple Watch Ultra 4 Hits All-Time Low Price With Amazon's $99 Discount
2 days ago
Reminder: Apple's Big Discount on Beats 360 Ear Cushions Ends Today
Reminder: Apple's Big Discount on Beats 360 Ear Cushions Ends Today
2 days ago
Here's a New Tour of Apple's HomeView Software
Here's a New Tour of Apple's HomeView Software
2 days ago
Apple Reveals New iPad Mini's Battery Capacity
Apple Reveals New iPad Mini's Battery Capacity
2 days ago
Top Stories: Apple's Big MacBook Pro, iPad mini and iMac Updates
Top Stories: Apple's Big MacBook Pro, iPad mini and iMac Updates
2 days ago
'Pluribus' Season 2 Reportedly Starts Production Today
'Pluribus' Season 2 Reportedly Starts Production Today
3 days ago
iPhone 18 Pro Sales Surge in China, Offsetting Decline in U.S. and Japan
iPhone 18 Pro Sales Surge in China, Offsetting Decline in U.S. and Japan
3 days ago
HomeView Software 27.2: Wallpapers, Control Center, and More
HomeView Software 27.2: Wallpapers, Control Center, and More
3 days ago
Apple Alerts Stores to iPhone Duo's Display Cracking Issue
Apple Alerts Stores to iPhone Duo's Display Cracking Issue
3 days ago
iOS 27.3 Will Enable These Apple Intelligence Features in China
iOS 27.3 Will Enable These Apple Intelligence Features in China
3 days ago
Apple Says iOS 27.3 Beta Coming Next Week
Apple Says iOS 27.3 Beta Coming Next Week
3 days ago