Foxglove: Poison Your Art for AI (foxgloveapp.com)

Foxglove, a new app developed by an individual artist, offers a unique solution to protect creative works from AI entities and intrusive metadata tracking. This free tool strips sensitive metadata before sharing, embeds a hidden ownership watermark within the image, and applies adversarial perturbations to corrupt how AI models learn from the saved art. By processing up to 20 images simultaneously, Foxglove empowers users to safeguard their artwork on their devices while ensuring their identity remains undisclosed until they choose to share it. The significance of Foxglove lies in its innovative approach to countering AI's learning mechanisms. Unlike traditional image protection methods, which only focus on preventing access, Foxglove’s adversarial poisoning targets the training phase of AI, effectively disrupting the model's ability to learn patterns from the poisoned images. This capability not only helps artists maintain their ownership rights but also ensures that their unique styles are less easily mimicked by AI. With features like batch processing and the preservation of essential image qualities, Foxglove represents a step forward in the ongoing battle for artistic integrity in an increasingly AI-driven world.