基于动态授权访问的云存储属性库防攻击算法

Xixi Zhao, Liang Gu, Xiaorong Duan, Liguo Wang, Zhenxi Li
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引用次数: 0

摘要

云存储属性库通常存储大量敏感数据,如个人信息和商业机密。攻击者针对云存储属性库采用多样、复杂的攻击手段,使得防御工作更具挑战性。为了实现信息的安全存储,本文提出了一种基于动态授权访问的云存储属性防攻击算法。根据样本的特征变量,计算数据相关矩阵,采用主成分分析方法降低数据维度,建立防攻击代码模型,模拟动态授权访问权限,根据防攻击流程计算丢包率。设计初始化阶段、聚类阶段和聚类中心更新阶段,实现云存储属性数据库的防攻击。实验结果表明,所提出的算法能对防攻击代码进行准确分类,具有良好的数据包处理能力,页面请求时间相对较短,防攻击成功率高于90%,能有效保证算法的稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Anti-attack algorithm of cloud storage attribute base based on dynamic authorized access
Cloud storage attribute libraries usually store a large amount of sensitive data such as personal information and trade secrets. Attackers adopt diverse and complex attack methods to target the cloud storage attribute database, which makes the defense work more challenging. In order to realize the secure storage of information, an attribute based cloud storage anti-attack algorithm based on dynamic authorization access is proposed. According to the characteristic variables of the sample, the data correlation matrix is calculated, and the principal component analysis method is adopted to reduce the dimension of the data, build the anti-attack code model, simulate the dynamic authorization access rights, and calculate the packet loss rate according to the anti-attack flow. Design the initialization stage, cluster stage and cluster center update stage to realize the attack prevention of cloud storage attribute database. The experimental results show that the proposed algorithm can accurately classify the anti-attack code, has good packet processing ability, relatively short page request time, and anti-attack success rate is higher than 90%, which can effectively ensure the stability of the algorithm.
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