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Multi-core defense system (MSDS) for protecting computer infrastructure against DDoS attacks

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conference contribution
posted on 06.12.2017, 00:00 by Ashley Chonka, W Zhou, S Chong, Yang Xiang
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 1.5ms. 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.

Funding

Category 1 - Australian Competitive Grants (this includes ARC, NHMRC)

History

Start Page

503

End Page

508

Number of Pages

6

Start Date

01/01/2008

ISBN-13

9780769534435

Location

Dunedin, New Zealand

Publisher

IEEE Computer Society

Place of Publication

Los Alamitos, USA

Peer Reviewed

Yes

Open Access

No

External Author Affiliations

Deakin University; Faculty of Business and Informatics; Not affiliated to a Research Institute;

Era Eligible

Yes

Name of Conference

International Conference on Parallel and Distributed Computing, Applications and Technologies.

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