Title :
CDCAS: A Novel Cloud Data Center Security Auditing System
Author :
Xueying Wang ; Jun Zhang ; Mingbo Wang ; Lijun Zu ; Zhihui Lu ; Jie Wu
Author_Institution :
Sch. of Comput. Sci., Fudan Univ., Shanghai, China
fDate :
June 27 2014-July 2 2014
Abstract :
With the increasing acceptance of cloud data center and virtualization technology by enterprises and industries, the security concern becomes the key hindrance to the development and deployment of cloud computing. Security auditing is a good way to deal with the threats faced by a cloud data center. But traditional auditing is no longer suitable for the new cloud environment. In this paper, we design, implement and evaluate the CDCAS, a novel cloud data center auditing system, which matches the demand of the scalability and efficiency of a cloud data center. In this system, we design one distributed and autonomous agent model which can be controlled by a set of rules dynamically generated to fit its use scenario. We then build the log analysis model which uses the signature based method and correlative analysis algorithm to extract security events from collected log with agreeable false positives. We evaluate our system both on real world and simulation to validate its efficiency. And our system is also deployed by the cloud data center of a well-known financial institution, and performs well.
Keywords :
auditing; cloud computing; computer centres; security of data; virtualisation; CDCAS; cloud computing; cloud data center security auditing system; correlative analysis algorithm; log analysis model; security event extraction; signature based method; virtualization technology; Algorithm design and analysis; Cloud computing; Distributed databases; Security; Servers; Transforms; autonomous rule; cloud data center; cloud security auditing; log collection and analysis;
Conference_Titel :
Services Computing (SCC), 2014 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4799-5065-2
DOI :
10.1109/SCC.2014.85