面向隐私保护的数据挖掘技术研究

Study of Data Mining Technique in Presence of Privacy Preserving

隐私与安全是数据挖掘中一个越来越重要的问题。隐私与安全问题的解决能破坏图谋不轨的挖掘工程。文中研究了数据挖掘中隐私保护技术的发展现状,总结出了隐私保护技术的分类,详细讨论了隐私保护技术中最重要的隐私保持技术,最后得出了隐私保护技术算法的评估指标。

Privacy and security concerns have become an increasingly important issue in data mining. Privacy and security concerns can constra/n such access, threatening to derail data mining projects, This paper researches the data mining situations where these privacy and security issues arise, summaries the classification of privacy preserving techniques, discusses the most technique of privacy preservation among the privacy preserving techniques in detail,and addresses the evaluation of privacy preserving algorithms.