this post was submitted on 23 Oct 2023
2 points (100.0% liked)

Technology

59495 readers
3050 users here now

This is a most excellent place for technology news and articles.


Our Rules


  1. Follow the lemmy.world rules.
  2. Only tech related content.
  3. Be excellent to each another!
  4. Mod approved content bots can post up to 10 articles per day.
  5. Threads asking for personal tech support may be deleted.
  6. Politics threads may be removed.
  7. No memes allowed as posts, OK to post as comments.
  8. Only approved bots from the list below, to ask if your bot can be added please contact us.
  9. Check for duplicates before posting, duplicates may be removed

Approved Bots


founded 1 year ago
MODERATORS
 

A new tool lets artists add invisible changes to the pixels in their art before they upload it online so that if it’s scraped into an AI training set, it can cause the resulting model to break in chaotic and unpredictable ways.

The tool, called Nightshade, is intended as a way to fight back against AI companies that use artists’ work to train their models without the creator’s permission.
[...]
Zhao’s team also developed Glaze, a tool that allows artists to “mask” their own personal style to prevent it from being scraped by AI companies. It works in a similar way to Nightshade: by changing the pixels of images in subtle ways that are invisible to the human eye but manipulate machine-learning models to interpret the image as something different from what it actually shows.

you are viewing a single comment's thread
view the rest of the comments
[–] ayaya@lemdro.id 0 points 1 year ago (1 children)

Obviously this is using some bug and/or weakness in the existing training process, so couldn't they just patch the mechanism being exploited?

Or at the very least you could take a bunch of images, purposely poison them, and now you have a set of poisoned images and their non-poisoned counterparts allowing you to train another model to undo it.

Sure you've set up a speedbump but this is hardly a solution.

[–] MxM111@kbin.social -1 points 1 year ago (1 children)

Obviously, with so many different AIs, this can not be a factor (a bug).

If you have no problem looking at the image, then AI would not either. After all both you and AI are neural networks.

[–] driving_crooner@lemmy.eco.br 1 points 1 year ago

An AI don't see the images like we do, an AI see a matrix of RGB values and the relationship they have with each other and create an statistical model of the color value of each pixel for a determined prompt.