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Privacy-preserving Optics for Enhancing Protection in Face De-identification
cs.LG updates on arXiv.org arxiv.org
Abstract: The modern surge in camera usage alongside widespread computer vision technology applications poses significant privacy and security concerns. Current artificial intelligence (AI) technologies aid in recognizing relevant events and assisting in daily tasks in homes, offices, hospitals, etc. The need to access or process personal information for these purposes raises privacy concerns. While software-level solutions like face de-identification provide a good privacy/utility trade-off, they present vulnerabilities to sniffing attacks. In this paper, we propose a …
abstract applications artificial artificial intelligence arxiv computer computer vision computer vision technology concerns cs.ai cs.cr cs.cv cs.lg current daily de-identification eess.iv etc events face homes hospitals identification information intelligence modern offices optics personal information privacy privacy and security process protection security security concerns tasks technologies technology type usage vision vision technology