Designer Creates Hawaiian Shirt With Adversarial Patterns to Beat AI Surveillance Cameras

Trend Alert: Is Anti-AI Fashion This Season's Hottest New Look?

Americans are categorically pissed off about the 130,000 automated license plate readers (ALPRs) Flock and its competitors have erected across the nation, seemingly overnight and with little to no public approval. Things have gotten so hostile toward Big Tech leering that a Sullivan County, Tennessee, commissioner was recorded publicly calling for Flock's CEO to be hanged for treason during a recent planning session. It's no wonder ALPRs have rocketed up the charts to join another universally loathed and unwelcome presence (data centers) as the most important issues of the upcoming November election. But even if voters were to cast their ballots for a nationwide deFlocking, the wheels of government bureaucracy move slowly -- even more so when the public servants involved have few qualms about operating outside the wishes of their constituents. All this is to say, getting the cameras officially removed, let alone any ne'er-do-well execs up on the gallows, might take months, if not years. And while the demolition work being done by independent vandal vigilantes is noteworthy, their camera-felling efforts are far from a long-term solution. Even with the pendulum clearly swinging in a resolutely anti-panopticon direction, many remain understandably concerned about the data being collected 24/7 in the liminal space where the law catches up to the wants of the people. One of the byproducts of creating a surveillance state so universally hated is that the nefarious AI and camera companies now have an even larger pool of creative and brilliant minds scheming up clever and even chic stopgap solutions to the problem. While the tried-and-true (and almost always illegal) methods of applying a clear reflective spray to one's plate or covering it with an obfuscating shield are still the most common remedies offered in the pro-privacy forums, competing against The Man's ever-updating AI technology is a Sisyphean struggle and most of these prescribed countermeasures ultimately just attract more attention from law enforcement, rendering the juice not worth the squeeze. Fortunately, we don't (yet) have to register our bodies with the government as we do with our vehicles, nor adhere to mandated regulations with regard to our appearances. This freedom has resulted in more progress made on the front to keep AI-powered cameras from clocking pedestrians in 4K. As reported in Dezeen, German designer Simon Weckert has produced a short-sleeve button-up shirt with a garish, colorful pattern straight out of Dan Flashes that confounds AI's human-detecting algorithms. He's dubbed it Digital Camouflage, which is likely to earn him some tough SEO competition from the colloquial term for the Universal Camouflage Pattern so ubiquitous and troop-despised throughout George W. Bush's presidency. "AI systems are made of multiple layers and never learned what a human is -- they learned what humans statistically look like in millions of training images," Weckert explained to Dezeen. "A 'person,' for the machine, is a bundle of visual statistics -- and that is exactly its weakness." Weckert went on to tell how he weaponized AI against itself during the pattern design process, creating "an adversarial loop within the detection system." His process: "generate a candidate, show it to the detector, measure how confidently it still finds the person, adjust, repeat - until the confidence collapses." Though the final product is incredibly conspicuous to the human eye, Weckert's shirt renders its wearer a non-entity to object detection systems, which Weckert made sure of through tests with an open-source, AI object detector called Yolo. And I was able to replicate his results using a similar browser-based detection system. People walking by, far in the background, were all spotted and boxed in the results, while the man front and center was an apparent non-entity. Readers hoping to pick up some algorithm-frying duds of their own, fear not. Though Weckert's gaudy shirt may be a work of art, it's also one you can buy and wear yourself. Don't stress if his Digital Camouflage isn't quite your style. Weckert's far from the first to offer sartorial solutions to the growing surveillance conundrum. In fact, a burgeoning cottage industry of designers making "adversarial clothing" [cooler name] has popped up to help customers avoid detection while still making a statement. A company called Urban Privacy offers a line of affordable counter-surveillance garments, from scarves to hoodies to print tees, that lets customers scramble cams without breaking the bank. For those with more substantial clothing budgets, the brand Cap_able has a stylish capsule of mostly all-knit items that'll each run you somewhere in the mid-to-high three-figures. But can you really put a price on privacy? Or art? Or a combination of the two. We'll all be finding out together as this vestiary response to unchecked state peeping grows in popularity.

This Hawaiian Shirt Tricks AI Surveillance Cameras Into Thinking You're Not Human

Security cameras used to just record the view in front of them, but now the cameras themselves can actually recognize and label what it is they're seeing thanks to AI-powered computer vision. Some people take issue with this. Step forward, Simon Weckert, a digital artist from Berlin, Germany, who has designed an unconventional Hawaiian shirt called Digital Camouflage that's designed to confound AI computer vision systems. As Weckert tells Dezeen, while to humans the shirt looks like it's made up of eccentric patterns and colors, to an AI model, the shirt looks like nothing at all. "AI systems are made of multiple layers and never learned what a human is -- they learned what humans statistically look like in millions of training images," says Weckert. He explains that AI models learn what a person looks like via bundles of visual statistics like the silhouette of a head and shoulders and the proportions of limbs and torsos. But he realized this was a weakness. The specific combination of colors and textures on the shirt and how they interplay with each other is what confuses the AI system. "The saturated colour transitions fire strongly in the network's early layers, while the overlapping shapes break the continuity of the body's outline, so the detector can no longer bind the parts into one figure," he tells Dezeen. "The pattern essentially shouts over the quiet statistical whisper that says 'person'. To a human it reads as an almost hypnotic textile; to the AI model it reads as nothing at all." Weckert actually created the pattern by using another AI in what's known as an "adversarial loop" to trial-and-error designs until he hit upon one that can trick computer vision systems. He then tested the shirt using an open-source, real-time object-detecting AI model called Yolo. "This was necessary because a machine's blind spots are not intuitive to humans; you cannot design against machine perception by eye, only the machine can tell you what it fails to see," he adds. "There's a poetic symmetry in that: the same class of AI that watches the square also taught the shirt how to hide." It's not the first time someone has designed a garment to thwart security cameras: the "hacker hoodie" had invisible high-powered LEDs sewn in the garment that blinded infrared lights. Weckert previously hit the headlines after using 99 phones to trick Google into believing there was a traffic jam. Image creditsPhotos by Simon Weckert

Designer Creates World's Most Hideous Hawaiian Shirt to Hide From AI-Surveillance Cameras

Can't-miss innovations from the bleeding edge of science and tech While some privacy advocates are content to saw down camera towers, one artist is pushing back against the panopticon with an unconventional tool: the ugliest aloha shirt you've ever seen. Freshly reported by Dezeen, German designer Simon Weckert designed the hideous shirt to be untraceable to AI-integrated surveillance systems. Using a dizzying blend of colors and patterns, the shirt is ugly precisely because it's designed to confuse surveillance algorithms -- as Weckert explained, it's the "interplay" of ghastly colors and shapes that hide its wearer from detection. "AI systems are made of multiple layers and never learned what a human is -- they learned what humans statistically look like in millions of training images," the designer told Dezeen. "A 'person,' for the machine, is a bundle of visual statistics -- and that is exactly its weakness." Specifically, the pink, orange and green blobs plastered on the shirt are meant to "break the continuity of the body's outline," Weckert explained, "so the detector can no longer bind the parts into one figure." "To a human it reads as an almost hypnotic textile; to the AI model it reads as nothing at all," he said. Ironically, Weckert used AI to design the pattern, using a kind of trial and error called an adversarial loop. It's not unlike the "ugliest T-shirt in the world," fictional garb imagined by William Gibson in his 2010 novel "Zero History." (That particular shirt was described as "beyond punk, beyond art, and fundamentally, somehow, an affront.") A self-described "modern-day digital wizard," Weckert previously made headlines in 2020 when he used a wagon filled to the brim with smartphones to trigger fake traffic jams on the streets of Berlin. More on surveillance: Embattled Flock CEO Begs for "Compromise" As Backlash Spills Over