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Robust Defenses

Adding noise to images

Adding noise to image files adds additional data and information to an image file that, while unnoticeable by humans, is observed and processed by AI models.

Helping protect intellectual property

Tools have been developed by researchers to help protect intellectual property from various image-generation models.

Defense models will need improvements

Defense models against AI-generative content will always need to improve.

Avoiding fake content

Staying informed, fact-checking, and independently researching suspicious claims can help individuals avoid fake content.

Reducing the damage of online manipulation

Reducing the damage of online manipulation requires individuals to remain informed and aware of current online surroundings.

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