Data security equals graph connectivity

被引:35
|
作者
Kao, MY [1 ]
机构
[1] YALE UNIV,DEPT COMP SCI,NEW HAVEN,CT 06520
关键词
statistical tables; linear algebra; graph theory; mixed graphs; strong connectivity; bipartite-(k+1)-connectivity; bipartite completeness;
D O I
10.1137/S0895480193243274
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
To protect sensitive information in a cross-tabulated table, it is a common practice to suppress some of the cells in the table. This paper investigates four levels of data security of a two-dimensional table concerning the effectiveness of this practice. These four levels of data security protect the information contained in, respectively, individual cells, individual rows and columns, several rows or columns as a whole, and a table as a whole. The paper presents efficient algorithms and NP-completeness results for testing and achieving these four levels of data security. All these complexity results are obtained by means of fundamental equivalences between the four levels of data security of a table and four types of connectivity of a graph constructed from that table.
引用
收藏
页码:87 / 100
页数:14
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