Artists have been deeply impacted by the emergence of generative AI, which uses models like Midjourney and DALL-E 2 for creating images from text prompts. Many artists feel their work has been used without consent to train these models, effectively replacing their creativity and putting their livelihoods at risk. Inspired by artists’ concerns, Ben Zhao and the University of Chicago’s SAND Lab developed tools named Glaze and Nightshade. These tools help artists protect their work from unauthorized AI uses by subtly altering images to prevent AI models from replicating their styles. Glaze, launched in March 2023 and downloaded over 6 million times, adds a protective layer to images, while Nightshade distorts images to disrupt AI model training.
These products aim to rebalance power away from large tech corporations and protect creators' rights. Despite their effectiveness, the tools have faced skepticism and criticism. Some researchers have claimed to breach Glaze's defenses, while others worry these tools might offer a false sense of security. Nevertheless, Zhao and his colleagues continue to refine these tools, seeing them as vital for offering artists temporary protection and pushing for fair use negotiations. Amidst ongoing legal battles and ethical debates over AI’s use of artistic works, Glaze and Nightshade provide a means for artists to safeguard their creations and demand recognition and compensation in the rapidly evolving AI landscape.
Protecting Artists from Generative AI: Glaze and Nightshade Tools
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