%0 Journal Article %T Research on preservation of proximity privacy of numerical sensitive data
数值型敏感属性的近邻泄露保护方法研究 %A CHEN Wei-he %A Qu Hong-xue %A QIU Dao-long %A
陈伟鹤 %A 屈洪雪 %A 邱道龙 %J 计算机应用研究 %D 2012 %I %X Proximity breach occurs when an adversary may have high confidence to infer the victim’s value fall in a short interval in publishing numerical sensitive data.In view of such proximity breach in data publishing when sensitive values were numerical,this paper proposed a model called(εp,l)-anonymity to prevent proximity breach on the idea of lossy join.To control similarity of sensitive values in different ranges,this model set different threshold values εi(1≤i≤p).The results of experiments suggest that the model is able to reduce proximity breach apparently and enforces security of data publishing with a better utility. %K data publishing %K numerical %K lossy join %K better utility %K proximity breach %K (εp %K l)-anonymity
数据发布 %K 数值型 %K 有损连接 %K 可用性 %K 近邻泄露 %K (εp %K l)-anonymity %U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=B42EDD6608FE925A19214DDA20F850B5&yid=99E9153A83D4CB11&vid=771469D9D58C34FF&iid=0B39A22176CE99FB&sid=7C13E30F5EDBE7AB&eid=BBA8B1249CDAA6CE&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=16