计算机应用与软件2024，Vol.41Issue(7)：279-287,349,10.DOI:10.3969/j.issn.1000-386x.2024.07.040
基于LFP树与与代理向量的轨迹隐私数据发布
TRAJECTORY PRIVACY DATA PUBLISHING BASED ON LFP TREE AND PROXY VECTOR
摘要
Abstract
In order to give consideration to the security and utilization of data,a privacy data publishing method based on local frequent pattern tree and proxy vector is proposed.A proxy vector based on grid environment was introduced to avoid privacy leakage.According to the data disclosure based on trusted users,the whole trajectory flow could be predicted,and the trajectory statistics of a specific region could be obtained.The local frequent pattern tree was introduced,which could effectively skip a large number of unnecessary candidate sequences,reduce the data dimension and time complexity.Experimental results show that the proposed method can ensure good security and data utilization.关键词
局部频繁模式/代理向量/隐私数据发布/安全性Key words
Local frequent pattern/Proxy vector/Privacy data publishing/Security分类
信息技术与安全科学引用本文复制引用
吕朋朋,吴轲,缪平..基于LFP树与与代理向量的轨迹隐私数据发布[J].计算机应用与软件,2024,41(7):279-287,349,10.基金项目
国家自然科学基金项目(51807072). （51807072）
