DP Patch: ROI-Based Approach of Privacy-Preserving Image Processing With Robust Classification
Assem Utaliyeva,
Seon-Jin Hwang,
Yoon-Ho Choi
Abstract:As machine and deep learning spread across diverse aspects of our society, the concerns about the privacy of the data are getting stronger, particularly in scenarios where sensitive information could be exposed as a result of various privacy attacks. This paper introduces a novel framework, DP Patch, aimed at addressing these privacy concerns in image data by considering sensitive objects that could be located within the image rather than considering the entire image as sensitive. DP Patch involves a multi-ste… Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.