noRecognition : AI Adversarial Clothing

2 min read Original article ↗

Extremely limited drop · First come, first served

Clothing the cameras cannot see.

A year of research becomes something you can wear. Presented on stage at Black Hat and DEF CON, and dropping at the same moment.

--Days

--Hours

--Minutes

--Seconds

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No obligation. Notified backers get in before the limited tiers are gone.

A plain t-shirt detected by a person detector at 89 percent confidence, and the same shirt printed with an adversarial pattern showing no detection.
Same person. Same camera. Identical coverage on both sides, only the pattern changes. Real output from a production person detector.

A small run, and then it is gone.

Every piece is made to order and the limited tiers are capped. When they are taken, they are taken. There is no restock of a one of one.

Tee

The everyday piece. Torso coverage is the surface we have tested hardest.

Hoodie

Maximum coverage. The most pattern we can put on a person.

Buff

Small, loud, and the one people ask about. Neck gaiter, headband, or pulled up.

One of one

A pattern generated for a single person, validated, and never released, shown, or printed for anyone else. If the vendors ever train against our public prints, yours was never in the dataset.

50 of each. That is the whole run.

Everyone else asks you to trust them.

There is a whole category of anti surveillance clothing now, and almost none of it publishes a single test result. Every pattern here is scored before it ships, and the method is public.

MeasuredScored against eleven production computer vision models, including the vehicle and person detector running on tens of thousands of American streets.

ControlledA pattern has to beat a plain panel of the same size. A big print that simply covers you does not count.

Held outScored on thirty test wearers that were never used to build it.

HonestWe publish the results that went against us too.

31.7MTests run

11Production models

5.7MLabeled results

1 yearOf research

Read the full research →

The patterns stay private. The proof does not.

What ships has never been released, shown, or printed anywhere. Get on the list and you are first through the door.

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