Nightshade : A tool that transforms images into 'poison' samples that are not suitable for training machine learning models.

Nightshade

Safety Development and Tools #Copyright Protection #Machine Learning #Image Processing #Poison Samples Standard Picks Paid

Overview :

Nightshade is a copyright protection tool. It transforms images into 'poison' samples that are unsuitable for training machine learning models, thus preventing unauthorized use of content. Unlike traditional methods like watermarks, Nightshade is more robust, resisting various image processing techniques, while minimally impacting the original image's visual quality. Nightshade is currently offered as a standalone tool and will be integrated with the Glaze tool in the future.

Target Users :

Helps content creators protect their work from copyright infringement by making it unsuitable for training machine learning models.

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Use Cases

Artists can use Nightshade to process their work before uploading it online, generating samples unsuitable for machine learning model training and thus protecting their copyright.

Content creators can use Nightshade to prevent their work from being unauthorizedly included in machine learning model training datasets, safeguarding their rights.

Nightshade can empower content creators to collectively take action against those who violate copyright rules and misuse creators' work for machine learning model training.

Features

Transforms images into 'poison' samples unsuitable for machine learning model training

Increases the cost of training unauthorized data

Resists various image processing operations

Minimally impacts the visual quality of the original image