量化关联规则的隐私保持挖掘算法
An Algorithm of Mining Quantitative Association Rules with Privacy-Preserving
摘要
为了保证用户信息不被有意或无意地泄漏,根据数据库中量化属性值和分类属性值数量的不同,分别提出了基于布尔关联规则、基于部分变换机制和基于概率变换的量化关联规则隐私保持挖掘方法.对于每一种方法都进行了隐私度和正确度分析,并通过实验验证其正确性和可行性.
出处
《计算机研究与发展》
EI
CSCD
北大核心
2006年第z3期350-358,共9页
Journal of Computer Research and Development
基金
教育部科学技术研究重点基金项目(205014)
河北省教育厅自然科学指令计划基金项目(2005102)
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