An Intelligent Intrusion Detection System for Cloud Computing (SIDSCC)

被引：8
作者：
Alqahtani, Saeed M. [1 ]
Al Balushi, Maqbool [2 ,3 ]
John, Robert [4 ,5 ]
机构：
[1] Univ Nottingham, Sch Comp Sci, ASAP Res Grp, Nottingham NG7 2RD, England
[2] Minist Manpower, Dept Networking & Informat Secur NIS, Muscat, Oman
[3] Minist Manpower, NIS, Muscat, Oman
[4] Univ Nottingham, Sch Comp Sci, Nottingham NG7 2RD, England
[5] Univ Nottingham, ASAP Res Grp, Nottingham NG7 2RD, England
来源：
2014 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), VOL 2 | 2014年
关键词：
IDS; DDoS Attack; ICMP Flood; Cloud Computing; SaaSCloud; IDSServer; SIDSCC;
D O I：
10.1109/CSCI.2014.108
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Cloud computing is a distributed architecture that has shared resources, software, and information. There exists a great number of implementations and research for Intrusion Detection Systems (IDS) in grid and cloud environments; however they are limited in addressing the requirements for an ideal intrusion detection system. Security issues in Cloud Computing (CC) have become a major concern to its users, availability being one of the key security issues. Distributed Denial of Service (DDoS) is one of these security issues that poses a great threat to the availability of the cloud services. The aim of this research is to evaluate the performance of IDS in CC when the DDoS attack is detected in a private cloud, named SaaSCloud. A model has been implemented on three virtual machines; SaaSCloud Model, DDoS attack Model, and IDSServer Model. Through this implementation, Service Intrusion Detection System in Cloud Computing (SIDSCC) will be proposed, investigated and evaluated.
引用
收藏
页码：135 / 141
页数：7
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