Fooling Flock: The Car Wrap That Blinds Plate Cameras

The Story

Flock cameras have earned their moment in the crosshairs, and it isn.

Report: GM Allegedly Pumping The Breaks On Full-Size EVs Connie Peters Drives The 2026 Ford Explorer Tremor Chinese Vehicle Content Rules Forcing Polestar Out of U.S. Next Year See Edits News Blog Law and Order Technology 1.3K Views Fooling Flock: The Car Wrap That Blinds Plate Cameras by TTAC News Staff (IC: ) Published: August 19th, 2026 Share Flock cameras have earned their moment in the crosshairs, and it isn’t hard to see why. License plate-reading cameras were sold on the premise of sharper law enforcement, but the rollout has produced misuse, false flags, and a public that increasingly wants nothing to do with the surveillance apparatus quietly spreading across the country.

The horror stories are piling up. Officers have been caught using the technology to stalk their wives. Automotive journalist Joel Feder was detained after a camera falsely flagged the press car he was driving as stolen. That kind of error isn’t a fluke, either. An LAPD audit found that 32% of the stolen cars Flock cameras flagged were false positives, according to Jalopnik. And the town of Roseville, California, reported its Flock cameras only read plates correctly 29% of the time.

Into that mess walks Bill Swearingen, a lifelong cybersecurity professional who has spent the past year building a countermeasure. Swearingen’s project, called noRecognition, is built around adversarial patterns — computer-generated visuals designed to scramble the detection software that powers plate cameras. The Kickstarter for the project shows a T-shirt printed with the Flock-fooling patterns, but the headline demo was more ambitious: a Toyota Yaris wrapped head to toe in the stuff.

He brought that Yaris to Def Con in Las Vegas, where it passed a demo at fooling surveillance cameras. The wrap was applied “with help from” Donut Media, the automotive YouTube channel that happens to share a parent company with The Drive, Feder’s publication. Small world.

The rough analogy is a CAPTCHA in reverse. Where a CAPTCHA asks a human to decode a warped, fuzzy image that a bot can’t parse, these adversarial patterns cloak real humans and vehicles in warped, fuzzy visuals the cameras can’t interpret. That comparison is offered as an educated guess rather than a confirmed mechanism, so take it as such.

However it works, the reach is the interesting part. Swearingen says his patterns defeated 11 open-source surveillance algorithms, which puts more than Flock in the blast radius. The same patterns reportedly fool Axon body cams and devices running Clearview AI. The model is described as generating new patterns every minute, with measurable improvements per group — a moving target designed to stay ahead of whatever the cameras learn next.

Strip away the Def Con showmanship and the wrapped Yaris, and what’s left is a fairly pointed statement about where things stand. When a private surveillance network posts a 71% error rate in one California town and a one-in-three false-positive rate on stolen-car flags in Los Angeles, the appetite for a workaround more or less builds itself.

Whether a car wrap holds up against the next software update is another question entirely. For now, noRecognition is less a permanent solution than proof that the cameras watching everyone can, in fact, be made to blink.

Tracked, stored, analyzed when necessary. Reports of innocent victims being accused of heinous crimes because a flock camera caught their vehicle in the vicinity with no other evidence. What happened to innocent until proven guilty?. No; All Govt. Needs to get the eff out of the surveillance business this is unconstitutional. You want that?. Fine, move to a country that embraces it.

Why It Matters

Next Year See Edits News Blog Law and Order Technology 1.3K Views Fooling Flock: The Car Wrap That Blinds Plate Cameras by TTAC News Staff (IC: ) Published: August 19th, 2026 Share Flock cameras have earned their moment in the crosshairs, and it isn’t hard to see why.

CarMotion Daily’s Take

Industry watchers will be following the follow-through, not just the headline.