Privacy Protection in Distributed Data Mining

分布式数据挖掘中的隐私保护

• 批准号: DP0770479
• 负责人: Prof Xun Yi
• 金额: $ 11.49万
• 依托单位: Victoria University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2007
• 资助国家: 澳大利亚
• 起止时间: 2007-01-01 至 2010-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0770479
• 关键词: Privacy; Protection; Distributed; Data; Mining

Information and Communications Technology (ICT) has dramatically altered the world's social and economic landscape. 'From data to knowledge' is one of the priority challenges recognized by National ICT Australia. However, privacy concerns may prevent it from realization. This project aims to fulfil 'from data to knowledge' without breaching privacy of data from distributed resources held by different parties. The outcomes of this project will create new directions in the research of privacy-preserving distributed data mining and are applicable to Australian counter-terrorism and homeland defence in detecting bio-terrorism from privacy sensitive data.

信息和通信技术（ICT）极大地改变了世界的社会和经济格局。“从数据到知识”是澳大利亚国家信息通信技术局认识到的优先挑战之一。然而，隐私问题可能会阻碍它的实现。该项目旨在实现“从数据到知识”，同时不违反各方持有的分布式资源的数据隐私。该项目的成果将为保护隐私的分布式数据挖掘研究创造新的方向，并适用于澳大利亚反恐和国土防御从隐私敏感数据中检测生物恐怖主义。