基于Pearson相关系数的Cache计时模板攻击方法  

Cache Timing Template Attack Method Based on Pearson Correlation Coefficient

作　　者：程志炜 陈财森 朱连军 莫伟锋 王会宇 CHENG Zhiwei;CHEN Caisen;ZHU Lianjun;MO Weifeng;WANG Huiyu(Department of Information and Communication,Academy of Army Armored Force,Beijing 100072,China;Training Center,Academy of Army Armored Force,Beijing 100072,China;Department of Military and Politics,Academy of Army Armored Force,Beijing 100072,China)

机构地区：[1]陆军装甲兵学院信息通信系,北京100072 [2]陆军装甲兵学院演训中心,北京100072 [3]陆军装甲兵学院军政基础系,北京100072

出　　处：《计算机工程》2019年第7期159-163,共5页Computer Engineering

基　　金：国家自然科学基金(61402528)

摘　　要：针对Cache计时模板攻击所采集数据噪声较多的问题,提出一种利用访问地址Cache命中率建立计时模板的方法,并根据Pearson相关系数对输入值进行判断。通过Flush+Reload攻击方法对计算机的键盘输入进行攻击,获取每个地址的Cache命中率,将Cache命中率高的地址转换为模板矩阵,利用该模板矩阵计算Pearson相关系数并根据系数大小判断输入值。实验结果表明,与均方误差法相比,该方法能够提高对输入值的判断准确率。Aiming at the problem that the data collected by Cache timing template attack is noisy,a method of establishing timing template by using the Cache hit rate of access address is proposed,and the input value is judged by Pearson correlation coefficient.The Flush+Reload attack method is used to attack the computer keyboard input.The Cache hit rate of each address is obtained and the address with high Cache hit rate is converted into a template matrix,which is used to calculate the Pearson correlation coefficient,and then the input value is judged according to the size of the coefficient.Experimental results show that this method can improve the accuracy of judging input values compared with the mean square error method.

关 键 词：模板攻击 Pearson相关系数 CACHE计时攻击 Flush+Reload攻击方法 CACHE命中率 

分 类 号：TP309[自动化与计算机技术—计算机系统结构]