My Face My Choice: Privacy Enhancing Deepfakes for Social Media Anonymization. (arXiv:2211.01361v1 [cs.CV])

Recently, productization of face recognition and identification algorithms
have become the most controversial topic about ethical AI. As new policies
around digital identities are formed, we introduce three face access models in
a hypothetical social network, where the user has the power to only appear in
photos they approve. Our approach eclipses current tagging systems and replaces
unapproved faces with quantitatively dissimilar deepfakes. In addition, we
propose new metrics specific for this task, where the deepfake is generated at
random …

anonymization arxiv deepfakes face media privacy social social media