期刊文献+

基于切片的OLAP动态推理控制研究 被引量:1

Slice-based Method for Dynamic Inference Control in OLAP
下载PDF
导出
摘要 针对OLAP系统存在的数据仓库敏感信息泄漏的问题,及已有的推理研究都是以数据立方体为粒度,细粒度的切片推理仍然存在的问题,提出了以切片为推理单元的推理控制方法。该方法将推理粒度细化到切片,使每次查询生成对应的切片格,根据格的依赖关系判定是否存在推理通道,实现动态地防止单切片的推理,提高了敏感信息的保护力度。 Aiming at the problem of sensitive information leakage in data warehouse and OLAP system, and the existing inference control methods are based on date cube ignoring the fine-grained slice reasoning. This paper presents an inference control method based on slice. This method refines inference granularity to slice and deals with each query corresponding to slice grid, which can prevent a single slice of reasoning and increases efforts to the protection of sensitive information according to the judgment of the slice grid dependencies' inference channel.
出处 《计算机科学》 CSCD 北大核心 2013年第06A期149-152,共4页 Computer Science
基金 广东省科技计划基金项目(2009B010800036) 广东省教育科研基金项目(BKYBJG20060235)资助
关键词 数据仓库 在线分析处理系统 数据立方体 切片 推理控制 Data warehouse, OLAP system, Data cube, Slice, Inference control
  • 相关文献

参考文献12

  • 1Wang L, Li Y, Wijesekera D, et al. Cardinality-Based Inference Control in Data Cubes[J]. Journal of Computer Security, 2004, 12(5) : 655-692.
  • 2Zhang Da-yong, Zeng Yong,Wang Ling-yu, et al. Modeling and evaluating information leakage caused by inferences in supply e hains[J]. 2011,62(3) : 351-363.
  • 3Wang Ling-yu, Lu H, Deng R H. Practical Inference Control for Data Cubes[C]//Proceeding of IEEE Transactions on Dependa- ble and Secure Computing. Canana: IEEE Computer Society, 2006:115-120.
  • 4Wijesekera L D,Jajodia S. Inferences in Data Cubes[J]. Berlin: Heidelberg, Springer-Verlag, 2002,29 ( 1 ) : 37-51.
  • 5Wang Ling-yu, Wijesekera D, Jajodia S. Cardinality-Based Infe- rence Control in SurmOnlyData Cubes[J]. Berlin: Heidelberg, Springer-Verlag, 2002,2502: 55-71.
  • 6Wang Ling-yu, Wijesekera D, Jajodia S. Parity-based Inference Control for Multi-dimensional Range Sum Queries [J]. Journal of Computer Security, 2007,15 (4) : 417-445.
  • 7Wang Ling-yu, Li Ying-jiu. Precisely Answering Multidimen sional Range Queries Without Privacy Breaches [C] // Proc. of ESORICS'03. Gjovik,Norway: [s. n. ],2003.
  • 8Wang Ling-yu, Wijesekera D, Jajodia S. Preserving Privacy in On-line Analytical Processing (OLAP) [M]. [S. 1. ]: Springer- Verlag, 2007.
  • 9周海晴,陈启买,刘海.基于数据立方体的数据仓库安全控制[J].计算机工程,2010,36(10):152-154. 被引量:6
  • 10黄晓森,彭利宁,陈启买.基于数据立方体的动态推理控制方法[J].计算机工程,2011,37(17):32-34. 被引量:6

二级参考文献16

  • 1Kirkgoze R,Katic N,Stolba M,et al.A Security Concept for OLAP[C]//Proc.of DEXA'97.Toulouse,France:IEEE Computer Society,1997.
  • 2Katic N,Quirchmayr J,et al.A Prototype Model for Data Warehouse Security based on Metadata[C]//Proc.of DEXA'98.Vienna,Austria:[s.n.],1998.
  • 3Weippl E,Mangisengi O,Essmayr W,et al.An Authorization Model for Data Warehouses and OLAP[C]//Proc.of SRDS'01.New Orleans,LA,USA:IEEE Computer Society,2001.
  • 4Rosenthal A,Sciore E.View Security as the Basis for Data Warehouse Security[C]//Proc.of DMDW'00.Stockholm,Sweden:[s.n.],2000.
  • 5Wang Lingyu,Li Yingjiu.Precisely Answering Multidimensional Range Queries Without Privacy Breaches[C]//Proc.of ESORICS'03.Gjovik,Norway:[s.n.],2003.
  • 6Wang Lingyu,Wijesekera D,Jajodia S.Cardinality-based Inference Control in Data Cubes[J].Journal of Computer Security,2004,12(5):655-692.
  • 7Wang Lingyu,Jajodia S,Wijesekera D.Securing OLAP Data Cubes Against Privacy Breaches[C]//Proc.of the 2004 IEEE Symposium on Security and Privacy.Berkeley,CA,USA:IEEE Computer Society,2004.
  • 8Wang Lingyu, Wijesekera D, Jajodia S. Inferences in Data Cubes[M]. Berlin, Germany: Springer-Verlag, 2002.
  • 9Wang Lingyu, Wijesekera D, Jajodia S. Cardinality-based Inference Control in Sum-only Data Cubes[C]//Proc. of the 7th European Symposium on Research in Computer Security. Berlin, Germany: Springer-Verlag, 2002.
  • 10Wang Lingyu, Wijesekera D, Jajodia S. Cardinality-based Inference Control in Data Cubes[J]. Journal of Computer Security, 2004, 12(5): 655-692.

共引文献10

同被引文献6

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部