Novel intrusion detection system for cloud computing: A case study

Ming Yi Liao, Zhi Kai Mo, Mon Yen Luo, Chu Sing Yang, Jiann Liang Chen

研究成果: Conference contribution

摘要

Because of the growth in cloud computing and manturity of virtualization technology, many enterprises are virtualizing their servers to increase server utilization and lower costs. However, the complex network topology arising from virtualization makes clouds vulnerable, and security breaches have occurred on cloud computing platforms in recent years. Therefore, a compre-hensive mechanism for detecting and preventing malicious traffic is necessary. We propose a network intrusion detection system that is based on a virtualization platform. This system, developed from a multipattern based network traffic classifier, collects packets from the virtual network environment and analyzes their content by using deep packet inspection for identifying malicious network traffic and intrusion attempts. We improve the intrusion detection features of the network traffic classifier and deploy it on a Xen virtualization platform. Our system can be combined with the Linux Netfilter framework to monitor inter-virtual-machine communications in the virtualization platform. It efficiently inspects packets and instantly protects the cloud computing environment from malicious traffic.

原文English
主出版物標題Cloud Computing and Big Data - 2nd International Conference, CloudCom-Asia 2015, Revised Selected Papers
編輯Ching-Hsien Hsu, Weizhong Qiang, Xianghan Zheng
發行者Springer Verlag
頁面386-398
頁數13
ISBN(列印)9783319284293
DOIs
出版狀態Published - 2015 一月 1
事件2nd International Conference on Cloud Computing and Big Data, CloudCom-Asia 2015 - Huangshan, China
持續時間: 2015 六月 172015 六月 19

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
9106
ISSN(列印)0302-9743
ISSN(電子)1611-3349

Other

Other2nd International Conference on Cloud Computing and Big Data, CloudCom-Asia 2015
國家China
城市Huangshan
期間15-06-1715-06-19

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

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