Monday, March 4, 2024
HomeArtificial Intelligence (AI)Unleashing the Power of Data Poisoning: Artists Take a Stand Against AI...

Unleashing the Power of Data Poisoning: Artists Take a Stand Against AI Scraping. Discover the Game-Changing Tool!

University of Chicago researchers have developed a tool called Nightshade that allows artists to protect their digital art from being used by AI companies without permission. This tool enables artists to “poison” their artwork by making invisible changes to the pixels that cause generative AI models to produce chaotic and unpredictable outputs. The manipulation of the models’ learning leads to confusion between subjects, resulting in incorrect images that do not match the text prompt. Nightshade poison samples can corrupt a Stable Diffusion prompt in under 100 samples. The poisoning also affects associated terms, such as synonyms or related phrases. Defenses against this type of attack include filtering high-loss data, position detection methods, and poison removal methods, but they are not entirely effective. Removing the poisoned data from the model is also a complex task. Nightshade not only discourages AI companies from using unauthorized data but also encourages users to exercise caution when utilizing generative AI models. Other attempts to address this issue include AI image-generating models that only use approved or open-sourced images and have compensation programs for artists.

Thomas Lyons
Thomas Lyons
Thomas Lyons is a well renowned journalist and seasoned reviewer, boasting an illustrious career spanning two decades in the global publishing realm. His expertise is widely sought after, making him a respected figure in the publishing industry. As the visionary founder of Top Rated, he has set a benchmark for authenticity and credibility in information dissemination. Driven by a profound passion for Artificial Intelligence, Thomas's keen insight pierces through the noise of the AI sector. He is dedicated to helping his readers find the most accurate, unbiased, and trusted news and reviews. As your guide in the evolving world of AI, Thomas ensures you're always informed and ahead of the curve.
RELATED ARTICLES

Most Popular