AbstractPrivacy-preserving data analysis has been put on a firm mathematical foundation since the introduction of differential privacy (DP) in 2006. This privacy definition, however, has some well-known weaknesses: notably, it does not tightly handle composition. In this talk, we propose a relaxation of DP that we term "f-DP", which has a number of appealing properties and avoids some of the di...
Lee, Man-Chun 李文俊The Chinese University of Hong KongMan-Chun Lee is an Assistant Professor at the Chinese University of Hong Kong (CUHK). He received his PhD in mathematics from CUHK in 2018. In 2019-2021, he worked as a Boas Assistant Professor at Northwestern University and research fellow at Warwick University. He came back to Hong Kong and joined CUHK in 2021. His research interests cent...
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