Practical Inference Control for Data Cubes

• Main Authors: LI, Yingjiu, LU, Haibing, DENG, Robert H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2006
• Subjects: Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/597; http://dx.doi.org/10.1109/SP.2006.31
• Institution: Singapore Management University

The fundamental problem for inference control in data cubes is how to efficiently calculate the lower and upper bounds for each cell value given the aggregations of cell values over multiple dimensions. In this paper, we provide the first practical solution for estimating exact bounds in two-dimensi...