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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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Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.