Apple today published an updated version of its iOS security white paper [PDF] for iOS 12, with information on new features and updates introduced with the iOS 12 software.

According to Apple's Document Revision History, the updated guide covers iOS 12 features like Siri Suggestions, Siri Shortcuts, the Shortcuts app, Screen Time, Password AutoFill Student ID cards, and more.

shortcutslibrary
On Siri Suggestions, for example, Apple explains that suggestions for apps and shortcuts are generated using on-device machine learning, with no data going to Apple except info that can't be used to identify the user.

On the Shortcuts app, Apple explains that shortcuts can be optionally synced across Apple devices using iCloud or shared with other users. Apple protects against malicious JavaScript within shortcuts by updating malware definitions to identify malicious scripts at run-time.

Custom shortcuts can also run user-specified JavaScript on websites in Safari when invoked from the share sheet. In order to protect against malicious JavaScript that, for example, trick the user into running a script on a social media website that harvests their data, updated malware definitions are downloaded to identify malicious scripts at run-time. The first time that a user runs Javascript on a domain, the user is prompted to allow Shortcuts containing javascript to run on the current webpage for that domain.

Screen Time, meanwhile uses CloudKit's end-to-end encryption to protect usage data. Apple only collects Screen Time statistics if iPhone and Apple Watch analytics is turned on, with Apple monitoring whether Screen Time was turned on during Setup Assistant, whether Screen Time is turned on, whether Downtime is enabled, the number of times the "Ask for more" feature is used, and the number of app limits applied.

One interesting bit in the document relates to the new feature that lets a second appearance be added to Face ID in iOS 12. Adding a secondary appearance, says Apple, will decrease the probability that a random person can unlock the iPhone from 1 in 1,000,000 to 1 in 500,000.

The probability that a random person in the population could unlock your iPhone is 1 in 50,000 with Touch ID or 1 in 1,000,000 with Face ID. This probability increases with multiple enrolled fingerprints (up to 1 in 10,000 with five fingerprints) or appearances (up to 1 in 500,000 with two appearances).

Apple's security document explains in detail how each and every iOS 12 feature works and how it's protected. The guide is filled with many small but significant details on iOS 12 features, and for anyone interested in the security of the iPhone and the iPad, the full document is worth checking out.

Related Forum: iOS 12

Top Rated Comments

97 months ago
I still don’t understand any of that. Shouldn’t increasing the appearances or fingerprints decrease the probability of false positives, as in make it harder for unauthorized access because there’s more data to screen against before granting access?
No, because adding an additional face or fingerprint isn't giving additional data to an existing entry - it is adding a second entry.

Think of it this way. Let's say you use a 4 digit pin to unlock your phone. The chances of a person guessing that pin is 1 in 10000. Now let's say you can unlock your phone not with just the one pin code, but another pin code. Suddenly, the chance of a person guessing your pin becomes 2 in 10000, or 1 in 5000.

The same idea goes for FaceID and TouchID, the difference being that someone isn't going to be "guessing" your fingerprint or face - but that a person with similar fingerprints or face may be able to unlock the phone. This is called a false positive - someone is able to unlock the phone when they shouldn't be able to (versus a false negative, when someone should be able to unlock the phone but they can't).

At the moment, the false positive rate for FaceID is 1 in 1000000 - i.e. the chance of a person who looks similar enough to you unlocking your phone is 1 in a million. If you add a second appearance (either of your own face or of someone else), then the false positive rate will double to 2 in 1000000, or 1 in 500000.
Score: 5 Votes (Like | Disagree)
97 months ago
Adding a secondary appearance, says Apple, will decrease the probability that a random person can unlock the iPhone from 1 in 1,000,000 to 1 in 500,000.
That is a misinterpretation of the information. Adding additional fingerprints or appearances increases the probability of false positives. It is stated in the quote just after:
The probability that a random person in the population could unlock your iPhone is 1 in 50,000 with Touch ID or 1 in 1,000,000 with Face ID. This probability increases with multiple enrolled fingerprints (up to 1 in 10,000 with five fingerprints) or appearances (up to 1 in 500,000 with two appearances).
Score: 5 Votes (Like | Disagree)
97 months ago
I'm sorry but whats the difference between a mathematical representation and a pixel representation? They're both unique so there isn't anything more secure about one vs the other.. You might save some storage space at most.
It’s a huge difference! A mathematical representation isn’t going to be reversed engineered back into your face. Their are no identifying markers to trace it back to you.

Thats what they say, but you don't know if thats what they do. They don't let you verify their software... It's proprietary they can say one thing and do the other... Just like any malicious entity.
It's easy to make a software button look unselected but make the internal choice selected. It's also easy to write around the signed authorization... The fact that they have the ability to do this period should concern people.
If they didn't want people to have access to this information they wouldn't build a door to get it... Which is suspicious in my view. And is probably designed for abuse from the beginning...
Do you really think that Apple would secretly do this? Do you know what kind of PR nightmare that would turn into if someone found out?

Seriously, if you’re this paranoid, just don’t use FaceID. But stop spreading FUD.
Score: 2 Votes (Like | Disagree)
97 months ago
I came, I saw, I closed the App.

I am a power user and I can't think of a single use case.
Then that makes you an average user. :p
Score: 2 Votes (Like | Disagree)
OldSchoolMacGuy Avatar
97 months ago
I came, I saw, I closed the App.

I am a power user and I can't think of a single use case.
Then you aren't really a power user.
Score: 2 Votes (Like | Disagree)
97 months ago
Science Rules!
Score: 1 Votes (Like | Disagree)

Popular Stories

MacRumors x Bloomberg Banner Cool

Apple Reportedly Plans to Unveil at Least Five New Products Next Week

Sunday February 22, 2026 9:48 am PST by
In his Power On newsletter today, Bloomberg's Mark Gurman said Apple will have a three-day stretch of product announcements from Monday, March 2 through Wednesday, March 4. In total, he expects Apple to introduce "at least five products." Subscribe to the MacRumors YouTube channel for more videos. A week ago, Apple invited selected journalists and content creators to an "Apple Experience" in...
iOS 26

iOS 26.3.1 Update for iPhones Coming Soon as 'Apple Experience' Nears

Sunday February 22, 2026 5:29 pm PST by
Apple's software engineers are testing iOS 26.3.1, according to the MacRumors visitor logs, which have been a reliable indicator of upcoming iOS versions. iOS 26.3.1 should be a minor update that fixes bugs and/or security vulnerabilities, and it will likely be released within the next two weeks. Last month, Apple released iOS 26.2.1 with bug fixes and support for the second-generation...
maxresdefault

iPhone Fold: Launch, Pricing, and What to Expect From Apple's Foldable

Friday February 20, 2026 3:21 am PST by
Apple is expected to launch a new foldable iPhone this year, based on multiple rumors and credible sources. The long-awaited device has been rumored for years now, but signs increasingly suggest that Apple will release its first foldable device in 2026. Subscribe to the MacRumors YouTube channel for more videos. Below, we've collated an updated set of key details that have been leaked about ...
iPhone 18 Pro Deep Red Feature

Apple is Testing These iPhone 18 Pro and Foldable iPhone Colors

Sunday February 22, 2026 8:41 am PST by
The special new color that Apple is considering for the iPhone 18 Pro and iPhone 18 Pro Max this year is red, according to Bloomberg's Mark Gurman. Specifically, he said that Apple is testing a "deep red" finish for the two devices. If this rumor materializes, it would be the first time that the Pro and Pro Max models ever come in red, and the iPhone 18 Pro models would be the first...
Low Cost A18 Pro MacBook Feature Pink

Apple's Low-Cost Colorful MacBook: All the Rumors

Friday February 20, 2026 2:37 pm PST by
Apple has been developing a more affordable version of the MacBook, and it's rumored to be launching in under two weeks. This is going to be one of Apple's most unique Macs, because there hasn't really been anything quite like it before. We've rounded up everything we know about the low-cost MacBook ahead of its March debut. Design Rumors about the MacBook's design make it sound a lot...