
What is Hope?
Hope:Re is an open-source tool that shields your artwork from unauthorized AI training and style mimicry.
It applies invisible adversarial perturbations to your images, making them resistant to generative AI systems that attempt to learn or reproduce your unique style without consent.
How does it work?
Hope:Re integrates algorithms from The Glaze Project (University of Chicago) — including Glaze, Nightshade, and Noise — to generate an invisible adversarial perturbation layer over your artwork, effectively neutralizing img2img reproduction across most generative AI models.
Nightshade Noise Glaze
Courtesy of Haruyu Sato (opens in a new tab)









