FACE-AUDITOR: Data Auditing in Facial Recognition Systems. (arXiv:2304.02782v1 [cs.CR])

Few-shot-based facial recognition systems have gained increasing attention
due to their scalability and ability to work with a few face images during the
model deployment phase. However, the power of facial recognition systems
enables entities with moderate resources to canvas the Internet and build
well-performed facial recognition models without people's awareness and
consent. To prevent the face images from being misused, one straightforward
approach is to modify the raw face images before sharing them, which inevitably
destroys the semantic information, …

attention auditing awareness build canvas consent data deployment entities facial facial recognition images information internet people power recognition resources scalability sharing systems work