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Adversarial Fashion Makes a Statement on AI Panopticon

36 points3 hoursspectrum.ieee.org
yndoendo24 minutes ago

Anyone else think of "A Scanner Darkly" movie with the interpolate mask that transitions between different faces as the means for better Adversarial Fashion?

Wouldn't one be able to use a hyper real mask to create false evident to frame someone? People are so blind in trusting AI that innocent people are being left in jail were primitive detective work would prove they were not he culprit. [0]

[0] https://www.forbes.com/sites/larsdaniel/2026/04/01/innocent-...

bsenftner34 minutes ago

There is a weak component to facial recognition systems that can be exploited to make one invisible to facial recognition, but you stick out like a sore thumb to people. The exploit is to not have a human face, meaning the regular pattern of two eyes centered above a nose and mouth. The exploit is as simple as placing a sticker of a 3rd eye, a 2nd nose, or any other facial feature that is "not human" and you will be invisible to facial recognition. The reason this works is because the initial test for finding faces in images is a weak test, it has to be fast because it has to evaluate every possible rectangle in a video frame. That test is looking for the regular human pattern of a human face, and it that test passes that rectangle get more investigation. Failing that initial test, that rectangle is invisible...

stronglikedan26 minutes ago
arjie1 hour ago

Face detection on the example images immediately focused on the right part and after that recognition becomes much easier when you crop out the rest. Not convinced. It’s a cool gimmick though. I like the MARPATish look of the black and white one.

The most effective socially acceptable mechanism is a burqa or COVID mask or motorcycle helmet sock.

rusk1 hour ago

As Phil Zimmerman might opine, it’s not so much about defying every attack, it’s moreso about making it more difficult en masse by increasing the unit cost. Though perhaps in the 90s surveillance tech wasn’t quite scaling as quickly as it is now.

focusedone2 hours ago

I hope designs like this become easier to purchase soon. It'd be fun to experiment with cameras I've got access to and I'd totally wear it out places on the weekend.

Totally get that it's a cat-and-mouse thing, but I don't mind making more work for the people trying to force this on us all.

layer860 minutes ago

At some point there might be a DMCA-like law that makes such adversarial clothing illegal.

idle_zealot22 minutes ago

I would expect it to be covered under any existing laws about circumventing security systems or impeding law enforcement. A mire specific law would probably pass in this environment though.

Xmd5a2 hours ago

> statement logged. standing by.

measurablefunc1 hour ago

There is a lot irony in using AI to generate adversarial examples for AI object segmentation.

threethirtytwo2 hours ago

Nah these designs can never proliferate very far because you can EASILY train AI to recognize the difference between these patterns and an actual face.

You need to make a hoodie covered with actual size faces. That will fool the AI and will be harder to account for. Use AI itself to generate these faces so every hoodie has unique faces. Then imagine everyone in a crowd wearing this.

Boom. THAT will fool AI for long time. But let's not fool ourselves... AI can eventually even be trained to recognize this. But it buys us a bit more time before the end.

thenthenthen49 minutes ago

Projects like this pop up multiple times per year. Mostly one off student project, sometimes famous designers. Its such low hanging fruit that wont change anything. Better start teaching politics in art school?

exo7621 hour ago

Gait analysis - good luck faking your gait.

What we need is a legislative solution to street surveillance proliferation. Germans figured that one out, rest of the world is capable of doing it too.

fhdkweig1 hour ago

A pebble in one shoe will change your gait.

villish57 minutes ago

We all get Segways, problem solved.

nickthegreek1 hour ago

Nothing a dress that touches that ground cant help obscure.

rusk58 minutes ago

You need a system that does gait analysis, which requires upgrades across the board. All those sunk costs on pervasive facial recon systems. Sucks teeth.

andai2 hours ago

Excellent, this will allow me to disappear completely!