Deakin University
Browse
chong-multicoredefensesystem-2008.pdf (182.99 kB)

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

Download (182.99 kB)
conference contribution
posted on 2008-01-01, 00:00 authored by Ashley Chonka, Soon ChongSoon Chong, Wanlei Zhou, 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 1.5 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.

History

Event

International Conference on Parallel and Distributed Computing, Applications and Technologies (9th : 2008 : Dunedin, New Zealand)

Pagination

503 - 508

Publisher

IEEE

Location

Dunedin, New Zealand

Place of publication

Piscataway, N.J.

Start date

2008-12-01

End date

2008-12-04

ISBN-13

9780769534435

Language

eng

Publication classification

E1 Full written paper - refereed; E Conference publication

Copyright notice

2008, IEEE

Editor/Contributor(s)

Z Huang, Z Xu, N Rountree, L Lefevre, H Shen, J Hine, Y Pan

Title of proceedings

PDCAT 2008 : Ninth International Conference on Parallel and Distributed Computing, Applications and Technologies