Privacy preserving data sharing in data mining environments

数据挖掘环境中的隐私保护数据共享

• 批准号: DP0774450
• 负责人: Prof Jiuyong Li
• 金额: $ 11.44万
• 依托单位: University of South Australia
• 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: 2007-06-05 至 2012-06-30
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0774450
• 关键词: Privacy; preserving; data; sharing; mining

Preserving privacy in data mining among various enterprises and organisations is essential for many real world applications in areas like health surveillance, business analysis, fraud detection and terror protection. Efficient and effective techniques are badly needed to protect privacy in data sharing and data mining. The developed cutting-edge techniques in this project will be implemented in freely available open source software tools, empowering Australian organisations to utilise the techniques to develop intelligent systems in data sharing environments. These techniques will ultimately lead to better utilisation of the information available in many enterprises and organisations.

在各种企业和组织之间的数据挖掘中保护隐私对于健康监控、商业分析、欺诈检测和恐怖保护等领域的许多实际应用至关重要。在数据共享和数据挖掘过程中，迫切需要高效有效的隐私保护技术。该项目开发的尖端技术将在免费提供的开源软件工具中实施，使澳大利亚组织能够利用这些技术在数据共享环境中开发智能系统。这些技术最终将使许多企业和组织更好地利用现有信息。