A patterned 2009 Toyota Yaris drove past a Flock surveillance camera at DEF CON on Friday and, according to researcher Bill Swearingen, avoided the system's automated detection. TechCrunch describes it as noRecognition's first public physical-camera test. The result is narrower than a car or person becoming invisible: the camera still recorded footage, while the demonstration video and logs are not public. TechCrunch is the only detailed public account we found. The distinction matters because the project's own research dashboard labels its published benchmarks digital and simulated. They test rendered patterns against detector software, including weights extracted from a deployed camera, but they are not measurements of printed fabric or a vehicle under uncontrolled outdoor conditions. The Las Vegas drive-by is therefore an intriguing lead, not yet a reproducible result. The evidence has to be read detector by detector and condition by condition. - The field resultA Toyota Yaris wrapped in a generated pattern reportedly passed one Flock camera without triggering the expected automated detection. - The evidence gapNo public demo video, alert log, control run or repeated physical-test dataset is available yet. - The benchmarkThe project's strongest published percentages are held-out digital simulations, not printed-fabric or real-camera measurements. - The next standardRepeated independent trials across cameras, light, distance, angles and controls are needed before the pattern can support a dependable privacy claim. What happened in Las Vegas Swearingen presented the work at Black Hat on August 6 in a briefing titled “Could a Pattern on Your Clothing Fool Facial Recognition?”. TechCrunch reports that the first public physical test followed on Friday at DEF CON. With help from Donut Media, the team covered the Yaris in a newly generated pattern and drove it past a Flock camera. Swearingen said the attempt was effective, although the wheels complicated the design. Donut Media