Defogger : A Visual Analysis Approach for Data Exploration of Sensitive Data Protected by Differential Privacy

Differential privacy ensures the security of individual privacy but poses challenges to data exploration processes because the limited privacy budget incapacitates the flexibility of exploration and the noisy feedback of data requests leads to confusing uncertainty. In this study, we take the lead i...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - PP(2024) vom: 10. Sept.
1. Verfasser: Wang, Xumeng (VerfasserIn)
Weitere Verfasser: Jiao, Shuangcheng, Bryan, Chris
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article