touch_id_iconThe United States Patent and Trademark Office today published an Apple patent application (via AppleInsider) describing methods for detecting the behavior of the person who is currently using the device and comparing them to past patterns. While the January 2013 patent application, "Generating Notifications Based on User Behavior", speaks relatively generically about such notifications, the invention's utility in providing device security seems clear.

This security method goes beyond the standard PIN-based security by examining cues such as grammar and vocabulary usage, motion sensor data, and gesture input to identify a user. Any changes from the recorded pattern of usage will send an alert that a new person is in control of the phone.

The phone then can either request that the person enter a password or Touch ID scan to confirm their identity or send a notification to a third-party service that alerts the original owner that their phone may be compromised.

A method for determining behavior associated with a user device, comprising: receiving behavior data identifying multiple types of user interaction with the user device; comparing the behavior data with patterns of behavior data associated with the user device, wherein the behavior-data patterns are generated from previously-received behavior data of an original user; determining a current user is potentially different from the original user based on the comparison of the behavior data with the patterns; and transmitting a command to the user device to lock the user device until the current user is verified as the original user.

Apple may be exploring this technology in response to increasing civil pressure to provide advanced security measures for its iOS devices. In the United States, a growing number of politicians, district attorneys and law enforcement officials on both the local and federal levels are asking mobile phone manufacturers to build a kill-switch feature that dissuades theft into their devices. While federal legislation makes it way through Congress, Minnesota earlier this year became the first state to require a kill switch in a mobile phone.

Tag: Patent

Top Rated Comments

macduke Avatar
146 months ago
Dad: I need to google something real quick and make a call. I left my phone in the car

Me: *hands phone to dad*

Siri: You type like an old man. Scan your thumb to verify your identity.

Me: *scans thumb and hands back phone*

Siri: You made an unusual search for "golf clubs". Scan your thumb to verify your identity.

Me: *scans thumb again*

Siri: You pinch to zoom like a noob and your posture has changed. Scan your thumb to verify your identity.

Me: Dad, just go get your iPhone.

…later that day, alone at home with my iPhone…

Siri: Your typing is much improved. Scan your thumb to verify your identity.

----------------------

Being chased by a murderer…

Me: *dialing 911*

Siri: You're trembling and typing erratically. Scan your thumb to verify your identity.

Me: *scans thumb*

Siri: Your thumb placement was unusual and your thumb very moist. Please scan your thumb again to verify your identity.

/dead lol
Score: 11 Votes (Like | Disagree)
RichTF Avatar
146 months ago
Hah, knew this comment would be here.

Gotta love the double standard
Not really a double standard, as the two companies have very different business models. Google makes its money off your personal profile. Apple makes its money off, well, your money.

Why is this so hard to understand? I trust Apple more with my personal details simply because they have no core business reason to abuse them. Google (and Facebook, etc.) do, and so I am more wary of what I give them. Perfectly rational.
Score: 4 Votes (Like | Disagree)
powerstrokin Avatar
146 months ago
Is there a "down vote" button hidden somewhere? I see a lot of posts here are in the negatives...
Score: 2 Votes (Like | Disagree)
kolax Avatar
146 months ago
How about Apple increases security by requiring more than just my passcode to view my saved password database? It's the same on OS X. I want to use a very long secure passphrase for it, but there's no way to do that with iCloud's keychain.

Could be a pain for families who share devices - unless we're going to see user profiles? Though I doubt it as I think Apple would much prefer everyone to buy their own device
Then your pattern would be what the family does. If someone outside your family started using it and it was widely different to the pattern your family does, it'll flag up.
Score: 2 Votes (Like | Disagree)
bpcookson Avatar
146 months ago
Sure, it sounds kinda creepy, but I'd rather Apple have this patent than Google.
Score: 2 Votes (Like | Disagree)
gnasher729 Avatar
146 months ago
Am I the first to think of the criminal side of things to this...I.e. Criminal mastermind is arrested, his/her cronies can remotely force a wipe/kill the device therefore completely destroying any evidence a law enforcement agency could glean from the device? Given that all iPhones supposedly encrypt everything? Probably wrong but it seems that side of things have been possibly completely overlooked?

The iPhone protects criminal masterminds from the police in exactly the same way it protect you from criminal masterminds. And there is no need for cronies to do a remote wipe. Use a strong passcode (not four digits, but ten digits or 8 random letters), set the iPhone to lock automatically after a very short time, and nobody can crack it.

For a search warrant, the police would actually need concrete evidence that evidence is stored on the phone. Saying "he's a criminal mastermind, there is surely same evidence on the phone" won't do, and the criminal mastermind's lawyer will (rightfully) tear anyone apart in court who tries something like that.

----------

Personally I don't care if a "mastermind" has his phone wiped. My data belongs to me. Besides a real wipe takes hours and hours, the iphone probably just marks the data for deletion and never overwrites it so its all still there.

Wrong. All data on any iPhone is encrypted. The encryption key is stored on the device (it is itself encrypted, obviously, and can only be encrypted by you entering the passcode). For safety in case it is accidentally destroyed, it's stored in two places. Erasing these two places is all it takes, and after that the data on the phone is not readable by anyone.
Score: 1 Votes (Like | Disagree)

Popular Stories

iOS 26 on iPhone Feature

Here's When iOS 26 Rolls Out Today in Every Time Zone

Monday September 15, 2025 12:00 am PDT by
Today's the day! Apple is about to release iOS 26, which will deliver the biggest redesign since iOS 7 and bring a range of new features and improvements to iPhones worldwide. It's Apple's biggest software update of the year, and Apple announced at last week's iPhone event that it will be releasing iOS 26 sometime today – Monday, September 15. Based on past releases, the update is likely...
Tim Cook Rainbow

Apple Reportedly Plans to Launch These 10 Products in 'Coming Months'

Sunday September 14, 2025 8:45 am PDT by
Apple's annual September event is now in the rearview mirror, with the iPhone 17, iPhone 17 Pro, iPhone 17 Pro Max, iPhone Air, Apple Watch Series 11, Apple Watch Ultra 3, Apple Watch SE 3, and AirPods Pro 3 set to launch this Friday, September 19. As always, there is more to come. In his Power On newsletter today, Bloomberg's Mark Gurman said Apple plans to release many products in the...
apple n1 chip

Apple's New N1 Chip in iPhone 17, iPhone 17 Pro, and iPhone Air Has a Wi-Fi 7 Limitation

Saturday September 13, 2025 10:01 am PDT by
The latest iPhone 17, iPhone 17 Pro, iPhone 17 Pro Max, and iPhone Air models are equipped with Apple's all-new N1 chip for Wi-Fi 7, Bluetooth 6, and Thread connectivity. However, the chip has a Wi-Fi 7 bandwidth limitation. According to FCC documents reviewed by MacRumors, the N1 chip in all of the new iPhone models supports up to 160 MHz channel bandwidth for Wi-Fi 7, short of the...
iPhone 17 Pro Colors

Didn't Pre-Order a New iPhone Yet? Here's How Long the Wait is Now

Friday September 12, 2025 6:11 am PDT by
iPhone 17, iPhone 17 Pro, iPhone 17 Pro Max, and iPhone Air pre-orders began at 5 a.m. Pacific Time in the U.S. and many other countries today. If you have yet to place a pre-order, you might face a longer wait now, depending on your desired configuration. As of shortly after 6 a.m. Pacific Time today, nearly all iPhone 17 Pro Max configurations on Apple's online store in the U.S. are facing ...
airpods translate

AirPods Live Translation Blocked for EU Users With EU Apple Accounts

Thursday September 11, 2025 4:01 am PDT by
Apple's new Live Translation feature for AirPods will be off-limits to millions of European users when it arrives next week, with strict EU regulations likely holding back its rollout. Apple says on its feature availability webpage that "Apple Intelligence: Live Translation with AirPods" won't be available if both the user is physically in the EU and their Apple Account region is in the EU....
iphone 17 lineup

iPhone 17 Models Launch on September 19 With These New Features

Friday September 12, 2025 7:58 am PDT by
Apple will launch its new iPhone 17 lineup and ultra-thin iPhone Air in stores on Friday, September 19, and the company has already shown off the new devices at its fall event, which ran with the the tagline "Awe dropping." The iPhone 17 series brings a host of new features and enhancements. Here's a rundown of the biggest upgrades and changes: iPhone 17 Display Changes The iPhone...
iphone air all colors

iPhone Air and iPhone 17 Pro Now Facing Extended Delivery Estimates

Saturday September 13, 2025 11:43 am PDT by
iPhone 17, iPhone 17 Pro, iPhone 17 Pro Max, and iPhone Air pre-orders began on Friday in the U.S. and many other countries. iPhone 17 Pro Max delivery estimates quickly slipped beyond the Friday, September 19 launch day for those who had yet to place an order, and now the rest of the new models have started to follow suit. As of shortly after 11:30 a.m. Pacific Time today, select iPhone 17, ...
iPhone 17 Pro Colors

iPhone 17 and iPhone 17 Pro Models Are eSIM-Only in These Countries

Tuesday September 9, 2025 12:23 pm PDT by
Apple continues to phase out the physical SIM card tray on iPhones, with the latest models relying solely on eSIM technology in more countries. The new iPhone 17, iPhone 17 Pro, and iPhone 17 Pro Max support eSIMs only in these countries and regions, according to Apple: Bahrain Canada Guam Japan Kuwait Mexico Oman Qatar Saudi Arabia United Arab Emirates Un...
iPhone 17 Air Battery

Apple Reveals iPhone Air Battery Replacement and Repair Fees

Friday September 12, 2025 9:33 am PDT by
Apple today disclosed its out-of-warranty repair fees for all of the iPhone 17 and iPhone Air models, ahead of the devices launching next week. First and foremost, Apple's battery replacement fees did not increase for the latest iPhone models in the U.S., with Apple charging a flat $119 to replace the battery inside an iPhone 17 Pro, iPhone 17 Pro Max, or iPhone Air. This is the same fee it...