Apple has taken steps to educate potential owners of the iPhone X about Face ID 
ahead of its release on Nov. 3, releasing a white paper alongside a support 
document that explains how the biometric authentication technology works to 
keep the user's data secure.


Found within Apple's revamped privacy pages, the Face ID Security white paper 
gives an overview of how Face ID operates, as well as how users can expect to 
use the authentication system. Introduced as a replacement for Touch ID in the 
iPhone X, the six-page document is an attempt to convince wary potential users 
that Face ID is at least as secure as the well-known Touch ID, and that they 
have little to fear from the security change.

Along with the white paper, Apple has updated its support pages to include a 
briefer explanation of the technology and its security.

The overview of FaceID explains simply that the TrueDepth camera system 
accurately maps the geometry of the user's face using "advanced technologies," 
which consists of an infrared camera, a 7-megapixel camera sensor, a flood 
illuminator, and a dot projector. Confirming the attention of the user by 
detecting the direction of their gaze, Face ID then uses neural networks to 
match and prevent spoofing attempts to unlock the phone, with the system 
automatically adapting to changes in the user's appearance over time.

A passcode must be set up on the iPhone X before the user can set up Face ID, 
with Apple advising the passcode can be made longer and more complex as it will 
not need to be entered frequently. The passcode will still be requested from 
users in a number of circumstances, including when the iPhone X has just been 
turned on or restarted, hasn't been unlocked for more than 48 hours, the device 
has been remotely locked, after five failed Face ID unlock attempts, and after 
initiating an Emergency SOS mode.

Users will also be required to use the passcode if it hasn't been used to 
unlock the iPhone X in the last 156 hours and if Face ID has not been used 
successfully in the last four hours. When Face ID is enabled, the device will 
immediately lock when the side button is pressed or when the device goes to 
sleep, with either the facial match or passcode required to wake the iPhone X 
each time.

As raised during the September unveiling, it is claimed Face ID has a one in a 
million chance of being unlocked by a random person looking at the iPhone X, 
compared to a 1 in 50 thousand false positive chance for Touch ID. The chance 
of a false match does increase for twins and siblings who bear a similar 
appearance to one another, as well as for children under the age of 13, which 
Apple claims is due to the possibility that distinct facial features may not 
have fully developed, with Apple suggesting to keep using the passcode to 
authenticate in these cases.


Going into more detail about how the system works, the document explains over 
30,000 infrared dots are projected onto the user's face and are read by the 
TrueDepth camera, with a depth map and 2D infrared image combined to create a 
sequence of images and depth maps that are digitally signed and stored in the 
Secure Enclave. For extra security, this sequence is randomized, with the 
infrared dot pattern also given a device-specific randomization.

A section of the A11 Bionic chip's neural engine, protected within the Secure 
Enclave, turns this data into a mathematical representation, which is then 
compared to the enrolled facial data, itself a mathematical representation of 
the user's face captured during enrollment. An additional neural network, 
trained to detect spoofing attempts, is also used in the facial data analysis.

There are three types of Face ID data that are encrypted and stored in the 
Secure Enclave, data which Apple insists does not leave the device, is not sent 
to Apple, and is not included in device backups. The infrared images and 
mathematical representations created during enrollment are stored alongside any 
other mathematical representations calculated during some unlock attempts, if 
Face ID deems them useful to improve future matching attempts.

This extra stored data is useful to the iPhone X as it provides more reference 
points for Face ID to authenticate the user, allowing it also to take into 
account both temporary and longer-term changes in their appearance.

As the neural networks may update over the device's ownership, the iPhone X 
will be able to automatically run any stored images within the Secure Enclave 
through the updated neural network. To minimize the amount of background 
information, the enrollment images are cropped to just the user's face. Face 
images captured during unlocking are not saved, and are immediately discarded 
once the mathematical representation has been calculated.


As for daily use outside of unlocking the iPhone X, Apple includes sections 
explaining how Face ID works with Apple Pay and with third-party apps.

For Apple Pay purchases in stores, users have to confirm intent to pay by a 
double-tap of the side button, followed by a Face ID authentication, before 
placing the iPhone X near the contactless reader. Users will have to 
reauthenticate with Face ID if they change a different Apple Pay payment 
method, but will not need to tap the button again.

For apps and online purchases, the same double-tap and Face ID authentication 
process takes place, but if the transaction is not completed within 30 seconds 
of pressing the side button, users will have to reconfirm their intent to pay 
by double-clicking a second time.

Third-party apps are able to use Face ID or the passcode to authenticate users 
using system-provided APIs, with apps that currently support Touch ID 
automatically supporting Face ID without any changes. These apps cannot access 
Face ID data, but instead are notified only if the authentication succeeded or 
failed.

While Apple does stress the Face ID data is only stored on the iPhone X and is 
not transmitted to the company, it is possible for a user to provide Face ID 
diagnostic data to AppleCare for support purposes, though not any Face ID data 
created prior to a support request.

After receiving a digitally signed authorization from Apple, users have to go 
through the Face ID enrollment again as the original Face ID data is wiped, 
with the iPhone X then automatically recording Face ID images during 
authentication attempts for a seven-day period. This specifically-collected 
data is not automatically sent to Apple, as users have a chance to review and 
approve the data before it is encrypted and dispatched, then deleted from the 
iPhone X.

If users using the Face ID diagnostics do not conclude the session, the 
diagnostic images will be deleted automatically after 90 days. Users can also 
disable and delete the diagnostic data at any time.

During Apple's September event, executive Craig Federighi's live demonstration 
of Face ID suffered a mishap where the first iPhone X used failed to 
authenticate and required a passcode, forcing the presentation to switch to a 
backup device. After the event, it was revealed Face ID was working as 
designed, but the company believes it tried to authenticate employees tasked 
with setting up the demonstration area before the big reveal, using up the 
limited number of failed authentication attempts.



via AppleInsider - Apple News and Rumors Since 1997

Maria Reyes
Owner of the following groups-
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