An Anonymous Data Collection Framework for Digital Community

摘要：

　　Collected data in digital community containing sensi tive information about individuals or corporations and such infor mation should be protected.In this paper, a security framework based on (a, k)-anonymity for privacy preserving data collection in digital community is proposed.In our framework, aggregation nodes anonymize the collected data to a basic privacy level.Then,the base stations further anonymize the data to a deeper privacy level with encryption-generalizaiton operations.Experimental results and detailed theory analysis demonstrate that this method is effective in terms of privacy levels and data quality with low re source consumption.

关键词： anonymity digital community data collection privacy

作者: LI Hongtao MA Jianfeng FU Shuai

作者单位: School of Computer Science and Technology,Xidian University,Xi”an 710071,Shaanxi,China

会议类型: 国内会议

会议名称: 第七届中国可信计算与信息安全学术会议

会议地点: 秦皇岛

会议语种:英文

页码: 385-392

在线出版日期: 2013-09-01（万方平台首次上网日期，不代表论文的发表时间）