Artificial Intelligence (AI)

Glaze is a system designed to protect human artists by disrupting style mimicry. At a high level, Glaze works by understanding the AI models that are training on human art, and using machine learning algorithms, computing a set of minimal changes to artworks, such that it appears unchanged to human eyes, but appears to AI models like a dramatically different art style.

Nightshade works similarly as Glaze, but instead of a defense against style mimicry, it is designed as an offense tool to distort feature representations inside generative AI image models.

An open technical standard providing publishers, creators, and consumers the ability to trace the origin of different types of media.

A tool that can be used to inspect the metadata of media to check for digital watermarks such as those created by C2PA. Please be aware that these digital watermarks can be removed and this tool will likely be unable to detect images that were purposely designed to be deceptive.

Announcement from Open AI discussing the addition of C2PA metadata in Dall.E 3

Announcement from Amazon on the detection tool in Amazon Bedrock to detect images created using Amazon Titan Image Generator. Please be aware that this is only for Bedrock users and only detects images created by Titan.