Researchers Demonstrate Subliminal Smart Device Commands That Have Potential for Malicious Attacks

Researchers in the United States and China have been performing tests in an effort to demonstrate that "hidden" commands, or those undetectable to human ears, can reach AI assistants like Siri and force them to perform actions their owners never intended. The research was highlighted in a piece today by The New York Times, suggesting that these subliminal commands can dial phone numbers, open websites, and more potentially malicious actions if placed in the wrong hands.

A group of students from the University of California, Berkeley and Georgetown University published a research paper this month, stating that they could embed commands into music recordings or spoken text. When played near an Amazon Echo or Apple iPhone, a person would just hear the song or someone speaking, while Siri and Alexa "might hear an instruction to add something to your shopping list." Or, more dangerous, unlock doors, wire money from your bank, and purchase items online.

siri iphone x
The method by which the students were able to accomplish the hidden commands shouldn't be a concern for the public at large, but one of the paper's authors, Nicholas Carlini, believes malicious parties could already be making inroads with similar technology.

“We wanted to see if we could make it even more stealthy,” said Nicholas Carlini, a fifth-year Ph.D. student in computer security at U.C. Berkeley and one of the paper’s authors.

Mr. Carlini added that while there was no evidence that these techniques have left the lab, it may only be a matter of time before someone starts exploiting them. “My assumption is that the malicious people already employ people to do what I do,” he said.

Last year, researchers based at Princeton University and Zheijiang University in China performed similar tests, demonstrating that AI assistants could be activated through frequencies not heard by humans. In a technique dubbed "DolphinAttack," the researchers built a transmitter to send the hidden command that dialed a specific phone number, while other tests took pictures and sent text messages. DolphinAttack is said to be limited in terms of range, however, since it "must be close to the receiving device."

DolphinAttack could inject covert voice commands at 7 state-of-the-art speech recognition systems (e.g., Siri, Alexa) to activate always-on system and achieve various attacks, which include activating Siri to initiate a FaceTime call on iPhone, activating Google Now to switch the phone to the airplane mode, and even manipulating the navigation system in an Audi automobile.

In yet another set of research, a group at the University of Illinois at Urbana-Champaign proved this range limitation could be increased, showing off commands received from 25 feet away. For the most recent group of researchers from Berkeley, Carlini told The New York Times that he was "confident" his team would soon be able to deliver successful commands "against any smart device system on the market." He said the group wants to prove to companies that this flaw is a potential problem, "and then hope that other people will say, 'O.K. this is possible, now let's try and fix it.'"

For security purposes, Apple is stringent with certain HomeKit-related Siri commands, locking them behind device passcodes whenever users have passcodes enabled. For example, if you want to unlock your front door with a connected smart lock, you can ask Siri to do so, but you'll have to enter your passcode on an iPhone or iPad after issuing the command. The HomePod, on the other hand, purposefully lacks this functionality.

Popular Stories

ios 26 1 slide to stop

iOS 26.1 Brings Back 2007 Feature in New Way

Friday October 31, 2025 1:40 pm PDT by
The upcoming iOS 26.1 update includes a small but helpful change for iPhones, and it could prevent you from running late to something important. Specifically, when an alarm goes off in the Clock app, there is a new "slide to stop" control on the screen for turning off the alarm. On previous iOS 26 versions, there is simply a large "stop" button, which could be accidentally tapped. The new ...
iOS 26

6 New Things Your iPhone Can Do in iOS 26.1

Wednesday October 29, 2025 4:22 am PDT by
Apple is about to drop iOS 26.1, the first major point release since iOS 26 was rolled out in September, and there are at least six notable changes and improvements to look forward to. We've rounded them up below. Apple has already provided developers and public beta testers with the release candidate version of iOS 26.1, which means Apple will likely roll out the update to all compatible...
M5 MacBook Pro

Waiting for New Macs? Apple Just Shared Bad News

Friday October 31, 2025 7:32 am PDT by
Apple has just given a strong indication that it will not be releasing any additional new Macs for the remainder of the year. Apple's CFO Kevan Parekh dropped the hint during the company's earnings call on Thursday:On Mac, keep in mind, we expect to face a very difficult compare against the M4 MacBook Pro, Mac mini, and iMac launches in the year-ago quarter.Parekh essentially gave a heads up ...
iOS 26

iOS 26.1 Coming Soon: New Features for Your iPhone and Release Date

Monday October 27, 2025 7:55 am PDT by
The upcoming iOS 26.1 update includes a handful of new features and changes for iPhones, including a toggle for changing the appearance of the Liquid Glass design, "slide to stop" for alarms in the Clock app, and more. Below, we outline key details about iOS 26.1. Release Date Given that Apple has yet to seed an iOS 26.1 Release Candidate, which is typically the final beta version, the...
iPhone 17 Pro Cosmic Orange

8 Reasons to Wait for Next Year's iPhone 18 Pro

Thursday October 30, 2025 4:42 am PDT 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...
maxresdefault

Apple TV 4K Could Still Launch Before 2025 Ends: All the Rumored Features

Monday October 27, 2025 4:51 pm PDT by
Apple is designing an updated version of the Apple TV 4K, and rumors suggest that it could come out sometime in the next couple of months. We're not expecting a major overhaul with design changes, but even a simple chip upgrade will bring major improvements to Apple's set-top box. Subscribe to the MacRumors YouTube channel for more videos. We've rounded up all the latest Apple TV rumors. ...
Coffee Burgundy and Purple iPhone 18 Pro Mock 1

Leaker Outlines Potential New Colors for iPhone 18 Pro

Friday October 31, 2025 8:28 am PDT by
Apple's iPhone 18 Pro models could be available in new rich and warm color option, according to a known leaker. The Weibo user known as "Instant Digital" today suggested that next-year's iPhone 18 Pro models will be available in at least one of the following color options: Coffee, purple, and burgundy. The iPhone XR, iPhone 11, iPhone 12, iPhone 14, and iPhone 14 Pro were all available in ...
ipad mini 7 feature blue

OLED iPad Mini: Release Date, Pricing, and What to Expect

Wednesday October 29, 2025 7:13 am PDT by
Rumors are stoking excitement for the next-generation iPad mini that Apple is reportedly close to launching. So what should we expect from the successor to the iPad mini 7 that Apple released over a year ago? Read on to find out. Processor and Performance Apple is working on a next-generation version of the iPad mini (codename J510/J511) that features the A19 Pro chip, according to...
apple tv hd

Apple Launched Its Big New Vision for TV 10 Years Ago Today

Thursday October 30, 2025 8:58 am PDT by
Apple launched the Apple TV HD, the Siri Remote, tvOS, and their accompanying App Store a decade ago today, marking a major overhaul of the device. The new vision for the Apple TV was unveiled on September 9, 2015 during Apple's "Hey Siri" event in San Francisco, where CEO Tim Cook introduced the device with the statement, "The future of TV is apps." The announcement represented a major...

Top Rated Comments

nwcs Avatar
98 months ago
This is really clever. I wouldn’t have thought that the AIs would respond to non-vocal frequencies as they’re intended to listen to humans only. I would think that checking the frequency range of the command would be enough to counteract this problem fairly simply.
Score: 18 Votes (Like | Disagree)
daveschroeder Avatar
98 months ago
That is NOT "subliminal".

I think you're looking for another word.
Score: 12 Votes (Like | Disagree)
bluespark Avatar
98 months ago
In fairness, Apple has made great strides in tackling this issue already through Siri's continued uselessness.
Score: 12 Votes (Like | Disagree)
amaier1986 Avatar
98 months ago
HomePod directs me to use my phone to unlock my front door or open my garage doors. This potential issue seems to be somewhat under control with iOS.
Score: 7 Votes (Like | Disagree)
w5jck Avatar
98 months ago
That is NOT "subliminal".

I think you're looking for another word.
My thought is that the word should be "inaudible" and NOT "subliminal". As in, "The devices can react to inaudible commands."
Score: 7 Votes (Like | Disagree)
jarman92 Avatar
98 months ago
This is really clever. I wouldn’t have thought that the AIs would respond to non-vocal frequencies as they’re intended to listen to humans only. I would think that checking the frequency range of the command would be enough to counteract this problem fairly simply.
Agreed. But why wouldn't Apple have foreseen this and limited the frequency range in the first place? There's literally no need for phone mics to detect anything below/above human voice frequencies.
Score: 6 Votes (Like | Disagree)