Intrusion Detection System in Cloud Computing: Challenges and Opportunities

被引:0
作者
Mehmood, Yasir [1 ]
Shibli, Muhammad Awais [1 ]
Habiba, Umme [1 ]
Masood, Rahat [1 ]
机构
[1] Natl Univ Sci & Technol, SEECS, Islamabad, Pakistan
来源
2013 2ND NATIONAL CONFERENCE ON INFORMATION ASSURANCE (NCIA) | 2013年
关键词
Cloud Computing; Cloud Security; Intrusion Detection System; Signature; Anomaly;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Today, Cloud Computing is the preferred choice of every IT organization since it provides flexible and pay-per-use based services to its users. However, the security and privacy is a major hurdle in its success because of its open and distributed architecture that is vulnerable to intruders. Intrusion Detection System (IDS) is the most commonly used mechanism to detect attacks on cloud. This paper provides an overview of different intrusions in cloud. Then, we analyze some existing cloud based intrusion detection systems (IDS) with respect to their type, positioning, detection time, detection technique, data source and attacks they can detect. The analysis also provides limitations of each technique to evaluate whether they fulfill the security requirements of cloud computing environment or not. We emphasize the deployment of IDS that uses multiple detection methods to cope with security challenges in cloud.
引用
收藏
页码:59 / 66
页数:8
相关论文
共 29 条
[1]  
[Anonymous], SPECIAL PUBLICATION
[2]  
[Anonymous], 2011, Pei. data mining concepts and techniques
[3]  
Bace R., 2001, TECHNICAL REPORT, P800
[4]  
Bahram S., 2010, P 29 IEEE INT S REL
[5]  
Bakshi A., 2010 2 INT C COMM SO, P260
[6]  
Bharadwaja S., 2011, Proceedings of the 2011 Eighth International Conference on Information Technology: New Generations (ITNG), P695, DOI 10.1109/ITNG.2011.123
[7]  
Chi-Chun Lo, 2010, 2010 39th International Conference on Parallel Processing Workshops (ICPPW), P280, DOI 10.1109/ICPPW.2010.46
[8]   Distributed Intrusion Detection in Clouds Using Mobile Agents [J].
Dastjerdi, Amir Vahid ;
Abu Bakar, Kamalrulnizam ;
Tabatabaei, Sayed Gholam Hassan .
2009 THIRD INTERNATIONAL CONFERENCE ON ADVANCED ENGINEERING COMPUTING AND APPLICATIONS IN SCIENCES (ADVCOMP 2009), 2009, :175-+
[9]  
Dhage S.N., 2011, International Conference and Workshop on Emerging Trends in Technology (ICWET 2011) ' TCET, P235
[10]  
Dhanalakshmi Y, 2008, INT J COMPUT SCI NET, V8, P27