NDLI: Distributed intrusion detection system using mobile agents in cloud computing environment

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Distributed intrusion detection system using mobile agents in cloud computing environment

Content Provider	IEEE Xplore Digital Library
Author	Mehmood, Y. Shibli, M.A. Kanwal, A. Masood, R.
Copyright Year	2015
Description	Author affiliation: Nat. Univ. of Sci. & Technol., Islamabad, Pakistan (Mehmood, Y.; Shibli, M.A.; Kanwal, A.; Masood, R.)
Abstract	Security has been a major challenge faced by the cloud due to its open and distributed architecture. Intruders can misuse the cloud resources to achieve their malicious goals. In this paper, we propose a unique security scheme "Distributed Intrusion Detection System using Mobile Agents in Cloud Computing (DIDMACC)" to detect the distributed intrusions in cloud. We have used mobile agents to carry intrusion alerts from consumer virtual machines to the management server where correlation takes place. Our system can detect the intrusions on virtual machines, identify the vulnerable ports, and can correlate malicious events to detect distributed intrusions in a cloud based network. Mobile agents are also used to update the signature database at virtual machines being monitored. Mobile agents, being lightweight and flexible software programs, reduce the network load by carrying intrusion-related data and code. DIDMACC provides a scalable and robust intrusion detection system which is a key requirement for cloud networks. We have validated the security of our system using Ptybull 2.0. The results show that use of mobile agents and correlation has improved the detection of DoS attacks. We have also integrated DIDMACC with CloudStack, an open source cloud platform.
Starting Page	1
Ending Page	8
File Size	674557
Page Count	8
File Format	PDF
e-ISBN	9781467379144
DOI	10.1109/CIACS.2015.7395559
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-12-18
Publisher Place	Pakistan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Distributed intrusions Cloud computing Correlation Cloud security Mobile agents Intrusion detection system Intrusion detection Virtual machining Servers Virtualization
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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