face-privacy

Fawkes

What is Fawkes? Fawkes is an image cloaking system designed to help people protect their images from unauthorized facial recognition models. This system helps users add imperceptible pixel-level changes to their own photos that will prevent their images from being identified by facial recognition models. How Fawkes Works Fawkes works by adding subtle changes to the user's images, making them undetectable to unauthorized facial recognition models. The system does this by inserting a small amo

PrivacyNet

Overview of PrivacyNet PrivacyNet is a semi-adversarial network that allows individuals to modify their face images in a specific way. It is based on a Generative Adversarial Network (GAN) that modifies input face images to be used for matching purposes. However, these images cannot be reliably used by an attribute classifier, allowing for greater privacy and security. How PrivacyNet Works PrivacyNet allows individuals to choose specific attributes of their face that they want to obfuscate.

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