Differentially private histogram publication

• المؤلفون الرئيسيون: Xu, Jia, Zhang, Zhenjie, Xiao, Xiaokui, Yang, Yin, Yu, Ge
• مؤلفون آخرون: School of Computer Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/99437; http://hdl.handle.net/10220/13029

Differential privacy (DP) is a promising scheme for releasing the results of statistical queries on sensitive data, with strong privacy guarantees against adversaries with arbitrary background knowledge. Existing studies on DP mostly focus on simple aggregations such as counts. This paper investigat...