Privacy-preserving face attribute classification via differential privacy
The development of face attribute recognition technology has enhanced the intelligence
capabilities in the retail industry. Merchants use the surveillance system to capture …
capabilities in the retail industry. Merchants use the surveillance system to capture …
Utility-Enhanced Image Obfuscation With Block Differential Privacy
With the popularity of cloud servers, an increasing number of people utilize cloud platforms
to manage their images. Images uploaded to the cloud are no longer directly controlled by …
to manage their images. Images uploaded to the cloud are no longer directly controlled by …
SemDP: Semantic-level Differential Privacy Protection for Face Datasets
X Zhang, T Wang, J Ji - arxiv preprint arxiv:2412.15590, 2024 - arxiv.org
While large-scale face datasets have advanced deep learning-based face analysis, they
also raise privacy concerns due to the sensitive personal information they contain. Recent …
also raise privacy concerns due to the sensitive personal information they contain. Recent …