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

noraa Avatar
96 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)
jasonefmonk Avatar
96 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)
noraa Avatar
96 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)
sinsin07 Avatar
96 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
96 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)
Jyby Avatar
96 months ago
Science Rules!
Score: 1 Votes (Like | Disagree)

Popular Stories

Verizon New

Verizon is Down: iPhones Show 'SOS' Mode Due to Network Outage

Wednesday January 14, 2026 10:18 am PST by
Verizon is experiencing a major outage across the U.S. today, with hundreds of thousands of customers reporting issues with the network on the website Downdetector. There are also complaints across Reddit and other social media platforms. iPhone users and others with Verizon service are generally unable to make phone calls, send text messages, or use data over 5G or LTE due to the outage....
Apple Creator Studio

Apple Introduces New 'Creator Studio' Bundle of Apps for $129 Per Year

Tuesday January 13, 2026 6:11 am PST by
Apple today introduced a new Apple Creator Studio bundle that offers access to six creative apps, as well as exclusive AI features and content, as part of a single subscription. In the U.S., pricing is set at $12.99 per month or $129 per year. Here are the six apps included with an Apple Creator Studio subscription:Final Cut Pro on the Mac and iPad Logic Pro on the Mac and iPad Pixelmator...
iOS 26

Here's What's New in iOS 26.3 So Far

Monday January 12, 2026 1:15 pm PST by
Apple today seeded the second beta of iOS 26.3, nearly a month after the first beta. So far, the update includes a couple of new features for iPhones. iOS 15.3 through iOS 18.3 were all released in late January over the years, so it is thereby likely that iOS 26.3 will be released towards the end of this month as well. The update is compatible with the iPhone 11 series and newer. Below,...
maxresdefault

Apple Confirms Google Gemini Will Power Next-Generation Siri This Year

Monday January 12, 2026 7:38 am PST by
In a statement shared with CNBC today, Apple confirmed that Google Gemini will power the next-generation version of Siri that is slated to launch later this year. Subscribe to the MacRumors YouTube channel for more videos. "After careful evaluation, we determined that Google's technology provides the most capable foundation for Apple Foundation Models and we're excited about the innovative...
Low Cost MacBook Feature A18 Pro

Apple Is Expected to Launch These Four MacBooks in 2026

Friday January 9, 2026 8:17 am PST by
2026 could be a bumper year for Apple's Mac lineup, with the company expected to announce as many as four separate MacBook launches. Rumors suggest Apple will court both ends of the consumer spectrum, with more affordable options for students and feature-rich premium lines for users that seek the highest specifications from a laptop. Subscribe to the MacRumors YouTube channel for more videos. ...
airpods pro 3 design

Apple Releases New AirPods Pro 3 Firmware Update

Tuesday January 13, 2026 11:29 am PST by
Apple today released a firmware update for the AirPods Pro 3. The latest firmware has a version number of 8B34, up from the previous version 8B30. Apple has a support document for AirPods firmware updates, and it indicates that the 8B34 update contains unspecified "bug fixes and other improvements." No other AirPods models received firmware updates today. How to install AirPods Pro...
fcp pcp iwork creator studio

Some Apple Apps Will No Longer Receive Every New Feature Without a Subscription

Tuesday January 13, 2026 10:50 am PST by
If you are not interested in subscribing to the new Apple Creator Studio bundle introduced today, you will officially start to miss out on some new features. Apple said some "exciting new intelligent features and premium content" in Pixelmator Pro, Keynote, Numbers, Pages, and Freeform will only be accessible with a Creator Studio subscription. In the U.S., a subscription costs $12.99 per...
maxresdefault

Google Gemini-Powered Siri Will Reportedly Have These 7 New Features

Tuesday January 13, 2026 7:52 pm PST by
Apple and Google this week announced that Gemini will help power a more personalized Siri, and The Information has provided more details. Subscribe to the MacRumors YouTube channel for more videos. As soon as this spring, the report said the revamped version of Siri will be able to… Answer more factual/world knowledge questions in a conversational manner Tell more stories Provide...
iOS 18 Siri Personal Context

Elon Musk Reacts to Apple and Google Teaming on Gemini-Powered Siri

Monday January 12, 2026 11:38 am PST by
Elon Musk today expressed concern about Apple and Google partnering on a more personalized version of Siri powered by Google's generative AI platform Gemini. "This seems like an unreasonable concentration of power for Google, given that [they] also have Android and Chrome," wrote Musk, in a post on X. Musk serves as CEO of xAI, the company behind Gemini competitor Grok. It is unlikely...
iPhone Top Left Hole Punch Face ID Feature Purple

10 Reasons to Wait for This Year's iPhone 18 Pro

Thursday January 8, 2026 2:56 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...