Technology

Story: Bill Swearingen’s Anti-Flock Camera Pattern Beats AI Detection After 31 Million Tests

By Steven Anderson

1 / 15

The Def Con Demo. Swearingen didn't just theorize. He went to Def Con and showed the thing working in the real…

2 / 15

Privacy Angle and Legal Gray Areas. Swearingen co-founded the SecKC security meetup, and he's pretty open about what's driving him here.

3 / 15

Flock's Broader Footprint. Flock isn't the only surveillance technology facing scrutiny right now.

4 / 15

Bill Swearingen ran 31 million tests from his home in Kansas City. The result: a pattern that makes vehicles basically invisible to Flock surveillance cameras — without touching…

5 / 15

The project, called noRecognition, targets the object-detection software layer sitting behind the camera. Flock cameras keep recording normally.

6 / 15

Flock has been controversial for a while now. The company's surveillance cameras are expanding fast across the United States, and the pushback from privacy advocates has grown…

7 / 15

And the consequences of getting it wrong aren't abstract. Incidents where automated license plate readers misidentified vehicles have led to innocent people being detained at…

8 / 15

Swearingen co-founded the SecKC security meetup, and he's pretty open about what's driving him here. He sees noRecognition as a tool for people to "opt out of being tracked.

9 / 15

Related: BlackRock Cuts iShares Bitcoin Trust Entry Bar to $1 Million for Institutions

10 / 15

The legal picture, though, is murky. Plate obstruction laws vary by state, and it's unclear how different jurisdictions would treat a vehicle wrapped in an adversarial pattern.

11 / 15

noRecognition is also raising money. Swearingen launched a crowdfunding campaign to produce T-shirts, hoodies, and eventually vehicle skins featuring the patterns.

12 / 15

Swearingen's work fits into a longer tradition of people finding creative ways to disrupt surveillance systems.

13 / 15

Flock isn't the only surveillance technology facing scrutiny right now. Lawmakers have been pushing harder on facial recognition broadly, including Meta's use of it in smart…

14 / 15

More context: BitMine Pushes Ethereum Stack Past 5.8 Million ETH with 7,391-ETH Buy

15 / 15

He says he'll keep improving the model. Patterns get more effective over time as the reinforcement learning system keeps training.

The Currency Analytics

Want the full story?