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AI data scraping, the process of using AI algorithms to automate and refine data extraction, could be a threat to artists around the world. - 2
NightShade, a new tool in the market is acting as a shield to Artists helping them use a poison pill to fight AI exploitation.
Technological advancement and continuous evolution have made lives much easier. Increased use of AI scraping puts the art and creativity of artists in danger. The visuals created using AI algorithms get more attention and access, declining the perceived value of traditional art, and adversely impacting the visual artists. But, all these happenings are not going to bother the artists anymore.
How? Researchers at the University of Chicago came up with a powerful solution called “NightShade”.
How is the Tool Empowering Artists?
With NightShade, traditional artists do not need to be scared of AI and related tools that result in AI scraping and affect the original creation.
Researchers at the University of Chicago have unveiled a new tool that offers artists the ability to make changes in their digital art and poison their digital art to avert developers from educating AI tools on their work. The tool was created under the supervision of Ben Zhao, a professor at the university. NightShade is a tool that optimizes data poisoning attacks and mainly encounters some particular prompts used to train AI models.
The tool corrupts the data fed into the image generator and disables the model’s ability to create art based on particular prompts. One of the key features of the new model is attacking the specific prompts instead of attacking the entire model which doesn’t compromise with the image quality.
The prompt-focused poisoning techniques appear natural and deceive both human inspectors and automated alignment detectors.
Many people consider NightShade as an attack against AI image generators but it is not. The model is introduced at a time when intellectual property crimes and the development of AI deep fakes are on the rise. To deal with such challenges and safeguard artist’s intellectual property rights, NightShade was introduced.
Simply saying, the tool serves as a self–defense for creators who seek to shield their creations from unauthorized use. By Embedding NightShade in the data, artists can discourage AI creators who fail to respect opt-out requests.
NightShade poison samples corrupt a stable diffusion prompt in around a hundred samples and have the potential to deter AI companies from utilizing data without asking for permission. In addition to this, the new tool also encourages artists to use precautions when working with any of the generative AI models.
Some of the AI-image-generating models that digital artists can use include Getty Images’ Image generator and Adobe Firefly. Both tools use images that are permitted by the artist or open-sourced.
Conclusion
The upsurge of unethical activities in the field of digital art has highlighted the need for a tool that can safeguard artists from such actions. NightShade is a new tool emerging as a boon to digital artists, safeguarding their creativity from intellectual property theft. It is developed by the University of Chicago.
Source: https://www.thecoinrepublic.com/2023/11/16/nightshade-a-new-tool-empowering-artists-to-fight-ai-scraping/