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Protect your art and thwart AI models that copy it.
poison
Being an artist in today’s world means not only worrying about plain old plagiarism and duplicitous imitation, but also about generative AI models plagiarizing your work.
Thankfully, a new tool called Nightshade not only protects images from copying by AI models; beIt also “poisons” by giving misleading data.
Developers first teased for late 2023 announced on Friday The final version of Nightshade is finally available for download.
This is the latest sign that artists are hardening their attitude toward AI image generators like Stable Diffusion and Midjourney that are trained on their work without permission or compensation.
Artist’s counterattack
Nightshade’s developers, a team of computer scientists at the University of Chicago, say their software is intended to be an “offensive tool,” whereas its predecessor Glazer was designed to be defensive. There is.
They still recommend using both tools. Glaze works by subtly modifying (“glazing”) images at the pixel level. These changes are barely perceptible to the naked eye, “like ultraviolet light,” in the words of the developers, but are clearly visible to AI models that see images differently. The overall effect is to obfuscate the image’s content to the AI.
Nightshade takes this a step further. In “shading” images, the tool also introduces subtle changes that can cause the AI model to incorrectly identify what it is seeing. What a human might see as “a cow in a green field” might be seen by an AI model as a leather wallet lying in the grass, the developers wrote.
negotiation power
The developers envision that if adopted widely enough, Nightshade could be used to “thwart models that scrape images without their consent (i.e., protect all artists from these models).” Masu. This could “increase the cost of training on unlicensed data,” forcing AI companies to train only with properly licensed works from creators.
Glaze, on the other hand, allows artists to display prompts that mimic a specific artist’s style. In fact, some artists have been so ubiquitously copied in AI-generated images that we’ve had to ban their names from prompts. However, this did little to deter their persistent AI friends from copying their work.
At this time, this is probably the best way for artists to protect their work, as the path to pursuing potential legal recourse against copyright infringement remains unclear. Both artists and writers, and even Getty Images, have sued AI companies on this front, and the legality of this practice will likely become clearer until these cases are decided. Until then, AI companies will gobble up as much content as they can. So for now,Shade first, glaze last. ”
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