Selective manipulation of disentangled representations for privacy-aware facial image processing. (arXiv:2208.12632v1 [cs.CV])

Camera sensors are increasingly being combined with machine learning to
perform various tasks such as intelligent surveillance. Due to its
computational complexity, most of these machine learning algorithms are
offloaded to the cloud for processing. However, users are increasingly
concerned about privacy issues such as function creep and malicious usage by
third-party cloud providers. To alleviate this, we propose an edge-based
filtering stage that removes privacy-sensitive attributes before the sensor
data are transmitted to the cloud. We use state-of-the-art image …

arxiv cv image image processing privacy processing