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Video conferencing apps can leak location data through audio channels despite privacy controls

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Video conferencing apps can leak location data through audio channels despite privacy controls


SMU determined an attacker can probe users’ physical surroundings by injecting malicious sounds and analyzing the location-specific audio feedback, or echoes. Credit: Southern Methodist University, Chen Wang

Since the COVID-19 pandemic, video conferencing platforms like Zoom and Microsoft Teams have become essential for work, education, and social connections. While these platforms offer controls such as disabling cameras and muting microphones to safeguard user privacy, a new study suggests that video conferencing may not be as secure as many assume.

SMU computer scientists have discovered that even with cameras turned off and virtual backgrounds in use, attackers can actively and covertly probe a user’s physical location by exploiting the two-way audio channels of apps.

The mechanism works through “remote acoustic sensing,” allowing an attacker to probe users’ physical surroundings by injecting malicious sounds and analyzing the location-specific audio feedback, or echoes.

In a study published as part of the 2025 IEEE Symposium on Security and Privacy , the research team tested popular apps such as Zoom and found that proposed attacks were able to recognize user’s locations or location contexts with 88% accuracy, whether the user was in the same place multiple times or had never been there before.

“The results raise a severe privacy concern since any video conferencing participant could invade each other’s location privacy easily without malware installation,” said SMU principal investigator Chen Wang, O’Donnell Foundation Endowed Professor of computer science at SMU Lyle School of Engineering.

This type of cybersecurity—known as “sniffing location privacy”—is particularly alarming because there’s very little users can do to secure videoconferencing, Wang said.

“Even a vigilant user who carefully unmutes the microphone only when speaking remains vulnerable: an adversary can exploit the few silent seconds between unmuting and muting, since people naturally leave margins to ensure their speech is fully heard,” he noted. “Furthermore, we find that when a user speaks, sounds return with higher energy, because video conferencing systems apply acoustic suppression to silent user ends to eliminate meaningless feedback.”

As a result, the user’s speech effectively amplifies the malicious signal feedback.

How secure is video conferencing – really?
SMU computer science professor Chen Wang found that even with cameras turned off and virtual backgrounds in use, video meeting participants can still be vulnerable to privacy intrusions. Credit: Southern Methodist University, Jeffrey McWhorter

Another issue is that the probing sounds can be as short as 100 milliseconds, giving attackers sufficient information before a victim would have time to notice.

Wang and his team are currently working on defense algorithms that can be deployed at the video conferencing server to detect and delete suspicious probing sounds before forwarding audio to participants, along with other ways to defend against an adversary being able to sense our surroundings or “see where we are.”

Why your conference call may not be as secure as you think

SMU researchers identified two types of echo attacks that are noninvasive enough to go unnoticed by the victim: the in-channel echo attack, which uses carefully crafted signals to bypass echo cancellation, and the off-channel echo attack, which hijacks everyday sounds like email notifications to slip past defenses undetected.

These methods could allow a thief or spy, for instance, to learn when you are at home. An adversary can also determine where the user is whenever they meet online, even if the user is using a virtual background.

The research team’s findings are based on six-month experiments at 12 different locations, ranging from homes and offices to vehicles and hotels.

“We all know that video conferencing systems utilize echo cancellation functions to suppress audio feedback and ensure call quality,” Wang said. “However, we find that an adversary can leverage generative AI encoders to counteract such echo cancellation mechanisms and extract stable location embeddings from severely suppressed echo signals, even though they are nearly imperceptible to human listeners.”

More information:
Long Huang et al, Sniffing Location Privacy of Video Conference Users Using Free Audio Channels, 2025 IEEE Symposium on Security and Privacy (SP) (2025). DOI: 10.1109/sp61157.2025.00260

Citation:
Video conferencing apps can leak location data through audio channels despite privacy controls (2025, October 28)
retrieved 28 October 2025
from https://techxplore.com/news/2025-10-video-conferencing-apps-leak-audio.html

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Behold the Manifold, the Concept that Changed How Mathematicians View Space

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Behold the Manifold, the Concept that Changed How Mathematicians View Space


The original version of this story appeared in Quanta Magazine.

Standing in the middle of a field, we can easily forget that we live on a round planet. We’re so small in comparison to the Earth that from our point of view, it looks flat.

The world is full of such shapes—ones that look flat to an ant living on them, even though they might have a more complicated global structure. Mathematicians call these shapes manifolds. Introduced by Bernhard Riemann in the mid-19th century, manifolds transformed how mathematicians think about space. It was no longer just a physical setting for other mathematical objects, but rather an abstract, well-defined object worth studying in its own right.

This new perspective allowed mathematicians to rigorously explore higher-dimensional spaces—leading to the birth of modern topology, a field dedicated to the study of mathematical spaces like manifolds. Manifolds have also come to occupy a central role in fields such as geometry, dynamical systems, data analysis, and physics.

Today, they give mathematicians a common vocabulary for solving all sorts of problems. They’re as fundamental to mathematics as the alphabet is to language. “If I know Cyrillic, do I know Russian?” said Fabrizio Bianchi, a mathematician at the University of Pisa in Italy. “No. But try to learn Russian without learning Cyrillic.”

So what are manifolds, and what kind of vocabulary do they provide?

Ideas Taking Shape

For millennia, geometry meant the study of objects in Euclidean space, the flat space we see around us. “Until the 1800s, ‘space’ meant ‘physical space,’” said José Ferreirós, a philosopher of science at the University of Seville in Spain—the analogue of a line in one dimension, or a flat plane in two dimensions.

In Euclidean space, things behave as expected: The shortest distance between any two points is a straight line. A triangle’s angles add up to 180 degrees. The tools of calculus are reliable and well defined.

But by the early 19th century, some mathematicians had started exploring other kinds of geometric spaces—ones that aren’t flat but rather curved like a sphere or saddle. In these spaces, parallel lines might eventually intersect. A triangle’s angles might add up to more or less than 180 degrees. And doing calculus can become a lot less straightforward.

The mathematical community struggled to accept (or even understand) this shift in geometric thinking.

But some mathematicians wanted to push these ideas even further. One of them was Bernhard Riemann, a shy young man who had originally planned to study theology—his father was a pastor—before being drawn to mathematics. In 1849, he decided to pursue his doctorate under the tutelage of Carl Friedrich Gauss, who had been studying the intrinsic properties of curves and surfaces, independent of the space surrounding them.



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6 Great After-Christmas Deals to Spend Your Gift Cards On

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6 Great After-Christmas Deals to Spend Your Gift Cards On


After-Christmas deals are an excellent way to redeem any gift cards or cash you got for Christmas. You can purchase something you actually want, and you can do it for less money than usual. I’ve scoured the Internet for truly good after-Christmas deals on the gear that we’ve hand-tested on the WIRED Reviews team. Many of these sales will end this weekend, so keep that in mind while you’re shopping. Find all the highlights below.

For more inspiration, check out some of our recently updated buying guides, including the Best Office Chairs, the Best Cheap Phones, and the Best Space Heaters.

WIRED Featured Deals:

Anker Laptop Power Bank for $88 ($47 off)

We love this beefy power bank. Its 25,000-mAh capacity is more than enough for fully charging your iPhone between 4 and 6 times, and it can deliver up to 165 watts to two devices meaning that you can charge your laptop, gaming console, or anything else you fancy. The built-in USB-C cable doubles as a carrying loop. There’s also a nifty display that’ll give you at-a-glance information on remaining battery, temperature, charging speeds, and more. It has pass-through charging support and only takes about two hours to fully recharge. This deal price matches what we saw on Black Friday.

Google Pixel 10 for $599 ($200 off)

  • Photograph: Julian Chokkattu

  • Photograph: Julian Chokkattu

  • Photograph: Julian Chokkattu

Google

Pixel 10, Pixel 10 Pro, and Pixel 10 Pro XL

There was an on-page coupon (PIXEL10) that had the best price we’ve tracked for any of the phones in the Google Pixel 10 lineup. That coupon is not available as of Saturday morning, but it may be back—clip it if you see it. This is still a good deal on the smartest Android phones you can buy, with fantastic cameras, snappy processors, gorgeous displays, and more AI integration than the average person needs. Check out our dedicated buying guide to figure out which Google Pixel 10 is right for you. If you’re in the market for an upgrade, now is a good time to buy considering that we’ve never seen any phone in this flagship lineup sell for less.

Bruvi BV-01 Brewer Bundle for $228 ($120 off)—Clip the Coupon

Image may contain: Cup, Box, Beverage, Coffee, and Coffee Cup

Photograph: Louryn Strampe

I’ve tested a lot of pod coffee makers, and the Bruvi BV-01 is my favorite. This deal price is the best we see outside of special events like Black Friday and Cyber Monday. The brewer is cute and looks great on a counter, with a large reservoir, an intuitive touchscreen display, and a built-in wastebin that collects used pods for you. The best part are the proprietary B-Pods, which are designed to biodegrade in a landfill. The bundle gets you the machine plus an assortment of bestselling coffee and espresso pods to get you started.

Fitbit Charge 6 for $100 ($60 off)

Fitbit Charge 6

The Fitbit Charge 6 has been at the top of our fitness tracker buying guide since we first tested it. It’s attractive, affordable, accessible, and on sale for a match of the best deal we’ve seen. It’ll play well with iOS and Android, and it has a solid suite of features that’ll cover almost anyone’s needs—including skin temperature, heart rate readings, ECGs, activity and workout tracking, and more. The battery lasts for at least a week on a single charge. This deal comes with a six-month subscription to Fitbit Premium, which normally costs $10 per month.

Hydro Flask Standard Mouth Water Bottle for $30 ($10 off)

Hydroflask Bottle

Photograph: Dick’s Sporting Goods 

Hydro Flask

Standard Mouth Water Bottle

This budget-friendly deal gets you a steal on the best reusable water bottle. Hydro Flask bottles are durable, portable, and easy to cover in all the stickers you’ve been hoarding. The handle is flexible, the bottle is leakproof, and every component is dishwasher safe (though you may want to opt for hand-washing if you do end up plastering it in stickers). A few different colors are on sale at this price.

Beats Powerbeats Pro 2 for $200 ($50 off)

Left: Selfie of a person with short hair wearing Beats Powerbeats Pro 2 earbuds in orange. Right: curved, around-the-ear earbuds and an oval-shaped case.

If hitting the gym is one of your New Year’s resolutions for 2026, the Beats Powerbeats Pro 2 are worth considering. They’re the best workout headphones we’ve tested thanks to their comfortable and ergonomic fit, noise cancelation, spatial audio, a heart rate monitor, and the fact that they play well with both iOS and Android phones. The sound is solid, the battery life is good, and they’re water-resistant. This deal price comes within $20 of the best we’ve seen. Every color—orange, lavender, grey, and black—is on sale.


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Hyperkin’s Competitor Upgrades the Xbox Controller by Copying Sony’s Design

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Hyperkin’s Competitor Upgrades the Xbox Controller by Copying Sony’s Design


The most immediately striking difference is that Hyperkin’s product swaps the typical Xbox approach of asymmetric thumbsticks for the PlayStation’s horizontal layout. It also separates the D-pad (it’s one piece inside the pad, but splits its cardinal directions so each appears to be its own button), while the ABXY face buttons are spaced slightly further apart. Where the DualSense’s touchpad would sit, we have the Xbox home, menu, view, and share buttons, all blended in rather smartly. An LED ring around the home button just about echoes the lights running the periphery of the DualSense’s touchpad, although it’s really more of an inversion of the regular Xbox controller, where the home button itself lights up.

The Competitor’s thumbsticks come equipped with thumbcaps that mirror the PS5’s, an outer ring with a convex central point, but a pair of Xbox-standard concave caps are included. These easily pop on and off, and can be mixed and matched, if you were so (strangely) inclined.

There are two areas where this departs from both the standard Xbox and PlayStation controllers in terms of inputs. The first is the presence of two programmable rear buttons, M1 and M2. By default, these duplicate the input of the A and B buttons, but holding down the Mode button between them lets you remap them. There are also physical button locks to prevent their use entirely. The other is that while the Competitor boasts a 3.5-mm headphone jack like Microsoft’s official pad, it adds a built-in audio mute button, hidden in the black between the thumbsticks—a nice little upgrade.

Oddly Familiar

In use, the Competitor feels … well, a lot like a PS5 pad. The slightly wider grip fits in the hand comfortably, all inputs are accessible, and those symmetrical thumbsticks sit nicely in reach for all but the smallest hands. A microtextured underside provides a solid grip that, when coupled with its 232-gram weight, makes the Competitor feel particularly suited to longer play periods. It’s all very familiar if you’re already a multiformat gamer, to the extent that it sometimes slightly threw my muscle memory off, reaching a thumb out to do a PlayStation touchpad function and finding only the Xbox system buttons.

Photograph: Matt Kamen



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