As facial recognition technology becomes more common across public spaces in Britain, a new wave of designers believes that privacy could become the next big fashion trend.
Some companies are now adding “adversarial patterns” to their clothing—carefully designed combinations of shapes, colors and repeated motifs that are said to exploit weaknesses in certain computer vision systems.
These designers say that advances in computing have made it easier to include such patterns in clothing that can be sold commercially. Experts warn that how well these patterns work depends on the surveillance system and the conditions it’s used in. Still, Nick Tidball, co-founder of the clothing brand Vollebak, thinks “adversarial clothing” could soon become mainstream.
“Anti-surveillance feelings are so common that all it would take is for one celebrity to wear one of these garments—already popular in countercultural fashion—to a high-profile event for it to really take off,” he said.
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Models wearing designs by Cap_able, which markets them as making AI recognition more difficult. Photograph: PR
“So-called ‘adversarial clothing’ works on many levels. Besides offering practical protection, it’s fashionable and fun. It makes a strong, public statement that many people agree with, spreads more awareness about the importance of privacy, and helps encourage public debate.”
Unlike traditional CCTV, modern computer vision systems can identify faces, track individuals across multiple cameras, and search through footage on a large scale.
Recent advances in generative AI have made this kind of automated identification cheaper and more widely available to police, retailers, and private businesses. Britain’s biometrics watchdogs have warned against this expansion and called for more laws and a regulator to prevent misuse.
Evidence of misuse—and the fact that Black and Asian people are more likely to be incorrectly identified than white people—has led to growing public concern. A recent poll showed that nearly 60% of people believed facial recognition was “another step towards turning the UK into a surveillance society.”
Dr. Jennifer Bell, a senior lecturer specializing in creative AI, fashion, and digital culture at Nottingham School of Art & Design, said clothing with anti-facial recognition designs is becoming more available at high street prices and is being marketed to a wide range of people. “That growing awareness, combined with lower costs, often comes just before the tipping point into a real cultural moment,” she said.
Daniel Preuß, co-founder of the Urban Privacy clothing brand, said new technology now allows you to “combine smart, striking style with invisible protection.”
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Models wearing Urban Privacy T-shirts. Photograph: Urban Privacy
He stressed that because surveillance systems are so powerful, no design can guarantee you won’t be detected. But he added, “the added value of fashion is to spread awareness and help fuel public discussion.”
Preuß said his designs use large-scale prints, asymmetrical cuts, and streetwear-inspired shapes to confuse facial recognition algorithms. The company says its Urban Ghost coat has LEDs built into the hood that emit infrared light to dazzle night-vision surveillance cameras.
Preuß, who co-founded his company after reading about Edward Snowden’s revelations about US surveillance in the Guardian, said his designs play on the fact that “facial recognition systems freak out when they see multiple faces at once.”
“Our patterns play with that chaos, confuse algorithms, and make it much harder to pin you down,” he said.
However, Bell noted that “none of these products are tried and tested, and a lot of these surveillance technologies can handle a little resistance… [but] even if the designs don’t work perfectly, fashion is also a visible sign of resistance.”Consumers are coming together to make a visible statement.
A top created by Cap_able. Photograph: PR
Rachele Didero, the founder of Cap_able—a brand that makes clothing designed to make AI recognition harder—said interest in her company has skyrocketed in recent years. “When I started this in 2018, people thought I was designing masks for bank robberies,” she said.
“But now these concerns are no longer niche. Younger generations are increasingly afraid of AI and worried about their privacy,” she added. “People who wear these products are the pioneers. The mainstream is quickly catching up, especially as bigger companies see the profit potential and push this trend into the popular, public space, changing how we dress on a large scale.”
However, Tidball noted that whether anti-surveillance fashion becomes mainstream may ultimately depend more on governments than on designers. “If this clothing really proved effective, it could become political very quickly,” he said. “Then this type of clothing could end up being banned.”
Frequently Asked Questions
Here is a list of FAQs about adversarial clothing written in a natural tone with clear concise answers
BeginnerLevel Questions
1 What exactly is adversarial clothing
Its clothing printed with a special often strangelooking pattern The pattern is designed to confuse AI facial recognition systems making the wearer invisible or misidentified by cameras
2 How does it trick a camera
Facial recognition systems look for specific features Adversarial patterns add tiny calculated distortions that the AI misinterprets To the AI the pattern might look like a different person an animal or just a blob of noisenot a human face
3 Is this stuff actually real or is it just a movie thing
Its real but still mostly in research labs and proofofconcept demos You cant just buy a reliable invisibility hoodie at the mall yet Researchers have successfully fooled systems in controlled tests but realworld use is much harder
4 Will these clothes become common anytime soon
Probably not for everyday use The patterns are very fragilethey work best from a specific angle in specific lighting and on a specific person A slight change in posture or a different camera model can break the trick
5 Why would anyone want to wear this
Privacy activists and people concerned about mass surveillance might want to avoid being tracked by public cameras Others might use it for artistic expression or to protest facial recognition technology
Intermediate Advanced Questions
6 How are the patterns designed
Its a process called adversarial machine learning Researchers feed a facial recognition AI thousands of images then use a computer to evolve a pattern that maximally confuses the AIs algorithm The pattern is essentially a digital trick optimized for that specific AI model
7 Does it work on all facial recognition systems
No A pattern designed to fool one AI might not work on another Its like a key that only fits one lock More advanced universal patterns are being researched but arent reliable yet
