Multi-core Defense System (MSDS) for protecting computer infrastructure against DDoS attacks

Multi-core Defense System (MSDS) for protecting computer infrastructure against DDoS attacks

Chonka, Ashley, Chong, Soon-Keow, Zhou, Wanlei and Xiang, Yang 2008, Multi-core Defense System (MSDS) for protecting computer infrastructure against DDoS attacks, in PDCAT 2008 : Ninth International Conference on Parallel and Distributed Computing, Applications and Technologies, IEEE, Piscataway, N.J., pp. 503-508.

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Title	Multi-core Defense System (MSDS) for protecting computer infrastructure against DDoS attacks
Author(s)	Chonka, Ashley Chong, Soon-Keow Zhou, Wanlei Xiang, Yang
Conference name	International Conference on Parallel and Distributed Computing, Applications and Technologies (9th : 2008 : Dunedin, New Zealand)
Conference location	Dunedin, New Zealand
Conference dates	1-4 December 2008
Title of proceedings	PDCAT 2008 : Ninth International Conference on Parallel and Distributed Computing, Applications and Technologies
Editor(s)	Huang, Zhiyi Xu, Zhiwei Rountree, Nathan Lefevre, Laurent Shen, Hong Hine, John Pan, Yi
Publication date	2008
Conference series	Parallel and Distributed Computing Applications and Technologies Conference
Start page	503
End page	508
Publisher	IEEE
Place of publication	Piscataway, N.J.
Keyword(s)	bodyguard framework farmer multicore ubiquitous multicore framework security of data ubiquitous computing bodyguard paradigm computer infrastructure protection distributed denial-of-service attack security software developer flood attack ubiquitous multicore defense system vulnerability attack
Summary	Distributed Denial of Service attacks is one of the most challenging areas to deal with in Security. Not only do security managers have to deal with flood and vulnerability attacks. They also have to consider whether they are from legitimate or malicious attackers. In our previous work we developed a framework called bodyguard, which is to help security software developers from the current serialized paradigm, to a multi-core paradigm. In this paper, we update our research work by moving our bodyguard paradigm, into our new Ubiquitous Multi-Core Framework. From this shift, we show a marked improvement from our previous result of 20% to 110% speedup performance with an average cost of 1.5 ms. We also conducted a second series of experiments, which we trained up Neural Network, and tested it against actual DDoS attack traffic. From these experiments, we were able to achieve an average of 93.36%, of this attack traffic.
ISBN	9780769534435
Language	eng
Field of Research	100605 Performance Evaluation; Testing and Simulation of Reliability
Socio Economic Objective	970110 Expanding Knowledge in Technology
HERDC Research category	E1 Full written paper - refereed
ERA Research output type	E Conference publication
HERDC collection year	2008
Copyright notice	©2008, IEEE
Persistent URL	http://hdl.handle.net/10536/DRO/DU:30018267

Document type:	Conference Paper
Collections:	School of Engineering and Information Technology Open Access Collection

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Citation counts:	Cited 3 times in TR Web of Science Cited 1 times in Scopus
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Created:	Fri, 14 Aug 2009, 14:06:41 EST

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