Fawkes

2000년 도입 · 논문 5편에서 사용

Fawkes is an image cloaking system that helps individuals inoculate their images against unauthorized facial recognition models. Fawkes achieves this by helping users add imperceptible pixel-level changes ("cloaks") to their own photos before releasing them. When used to train facial recognition models, these "cloaked" images produce functional models that consistently cause normal images of the user to be misidentified.

출처: Fawkes: Protecting Privacy against Unauthorized Deep Learning Models

소개 논문: Fawkes: Protecting Privacy against Unauthorized Deep Learning Models