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New Differential Privacy Communication Pipeline and Design Framework. (arXiv:2208.02759v1 [cs.HC])
Aug. 5, 2022, 1:20 a.m. | Jingyu Jia, Zikai Alex Wen, Zheli Liu, Changyu Dong
cs.CR updates on arXiv.org arxiv.org
Organizations started to adopt differential privacy (DP) techniques hoping to
persuade more users to share personal data with them. However, many users do
not understand DP techniques, thus may not be willing to share. Previous
research suggested that the design of DP mechanism communication could
influence users' willingness to share data. Based on the prior work, we propose
a new communication pipeline that starts by asking users about their privacy
concerns and then provides a customized DP mechanism and communication. …
communication design differential privacy framework pipeline privacy
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