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

iphone 16 apple intelligence

Apple Aiming to Release 'Breakthrough' New iPhone Accessory

Wednesday February 18, 2026 12:43 pm PST by
Apple is looking for a "breakthrough" with its push into wearable AI devices, including an "AirTag-sized pendant," according to Bloomberg's Mark Gurman. In a report this week, he said the pendant is reminiscent of the failed Humane AI Pin, but it would be an iPhone accessory rather than a standalone product. The pendant would feature an "always-on" camera and a microphone for Siri voice...
Apple Watch 15 Tips Every Owner Needs to Know Feature

Apple Watch: 15 Tips Every Owner Needs to Know

Thursday February 19, 2026 7:38 am PST by
Apple Watch is now eleven generations in, and packed with useful features that are easy to miss at first glance. To help you get more out of your new device, we've rounded up 15 practical tips you might not have discovered yet, including a few that long-time users often overlook. Bounce Between Two Apps On your Apple Watch, double-press the Digital Crown to see a deck of all currently...
Dynamic Island iPhone 18 Pro Feature

10 Reasons to Wait for Apple's iPhone 18 Pro

Wednesday February 18, 2026 5:12 am PST by
Apple's iPhone development roadmap runs several years into the future and the company is continually working with suppliers on several successive iPhone models at the same time, which is why we often get rumored features months ahead of launch. The iPhone 18 series is no different, and we already have a good idea of what to expect for the iPhone 18 Pro and iPhone 18 Pro Max. One thing worth...
iphone 17 pro green

iPhone 17 Pro Max Curiously Becomes Most Traded-In Smartphone

Wednesday February 18, 2026 9:13 am PST by
New trade-in data indicates that Apple's iPhone 17 Pro Max has rapidly become the single most traded-in smartphone. According to a new report from SellCell, Apple's latest flagship iPhone has quickly risen to the top of the independent trade-in market, accounting for 11.5% of all devices appearing in the top-20 trade-in rankings just months after release. The analysis is based on SellCell...
Multicolored Low Cost A18 Pro MacBook Feature

Low-Cost MacBook Expected on March 4 in These Colors

Wednesday February 18, 2026 5:42 am PST by
Apple will announce its rumored low-cost MacBook at its event on March 4, with the device coming in a selection of bold color options, according to a known leaker. Earlier this week, Apple announced a "special Apple Experience" for the media in New York, London, and Shanghai, taking place on March 4, 2026 at 9:00am ET. Posting on Weibo, the leaker known as "Instant Digital" said that the...