Hadoop安全及攻击检测方法

被引:9
作者
吴晓琴
黄文培
机构
[1] 西南交通大学信息科学与技术学院
关键词
Hadoop; 安全机制; 安全组件; 僵尸网络; 高级可持续威胁攻击; 数据泄露攻击;
D O I
暂无
中图分类号
TP309 [安全保密]; TP311.13 [];
学科分类号
081201 ; 0839 ; 1402 ; 1201 ;
摘要
Hadoop作为当前热门的大数据处理框架,其安全性成为关注的重点。针对Hadoop的安全问题进行分析研究并提出解决方法。首先,从Hadoop的核心组件出发,分析其结构和运行存在的安全威胁;其次,归纳总结当前Hadoop的安全机制和安全组件,对平台各个组件进行安全性统计并分析安全机制下Hadoop平台存在的安全问题;最后,提出当前Hadoop平台遭受的网络攻击威胁,并针对性地总结了攻击检测方法。解决Hadoop平台的安全问题并提高安全性应全面完善安全机制、追踪并发现潜在问题、开发安全组件及研究新型攻击检测方法。
引用
收藏
页码:118 / 123
页数:6
相关论文
共 40 条
[31]  
Study and research of APT detection technology based on big data processing architecture. LIN S,LI Y,DU X. International Conference on Electronics Information and Emergency Communication . 2015
[32]  
Study and research of APT detection technology based on big data processing architecture. LIN S,LI Y,DU X. International Conference on Electronics Information and Emergency Communication . 2015
[33]  
Apache Hadoop 2.9.2. TAKAMORI D. http://hadoop.apache.org . 2018
[34]  
Apache Hadoop 2.9.2. TAKAMORI D. http://hadoop.apache.org . 2018
[35]  
On the efficacy of live DDoS detection with Hadoop. HAMEED S,ALI U. Proceedings of the 2016 Network Operations and Management Symposium . 2016
[36]  
On the efficacy of live DDoS detection with Hadoop. HAMEED S,ALI U. Proceedings of the 2016 Network Operations and Management Symposium . 2016
[37]  
A Hadoop based analysis and de tection model for IP spoofing typed DDoS attack. ZHANG J,LIU P,HE J,et al. Proceedings of the 2016 Trustcom/BigDataSE/ISPA . 2016
[38]  
A Hadoop based analysis and de tection model for IP spoofing typed DDoS attack. ZHANG J,LIU P,HE J,et al. Proceedings of the 2016 Trustcom/BigDataSE/ISPA . 2016
[39]  
Announcing Apache Knox 1.2.0. NALLEY D. http://knox.apache.org . 2019
[40]  
Announcing Apache Knox 1.2.0. NALLEY D. http://knox.apache.org . 2019