A framework for the application of network telescope sensors in a global IP network

Irwin, Barry Vivian William (2011) A framework for the application of network telescope sensors in a global IP network. PhD thesis, Rhodes University.

[img]
Preview
Text
IRWIN-PhD-TR11-194.pdf

4Mb

Abstract

The use of Network Telescope systems has become increasingly popular amongst security researchers in recent years. This study provides a framework for the utilisation of this data. The research is based on a primary dataset of 40 million events spanning 50 months collected using a small (/24) passive network telescope located in African IP space. This research presents a number of differing ways in which the data can be analysed ranging from low level protocol based analysis to higher level analysis at the geopolitical and network topology level. Anomalous traffic and illustrative anecdotes are explored in detail and highlighted. A discussion relating to bogon traffic observed is also presented. Two novel visualisation tools are presented, which were developed to aid in the analysis of large network telescope datasets. The first is a three-dimensional visualisation tool which allows for live, near-realtime analysis, and the second is a two-dimensional fractal based plotting scheme which allows for plots of the entire IPv4 address space to be produced, and manipulated. Using the techniques and tools developed for the analysis of this dataset, a detailed analysis of traffic recorded as destined for port 445/tcp is presented. This includes the evaluation of traffic surrounding the outbreak of the Conficker worm in November 2008. A number of metrics relating to the description and quantification of network telescope configuration and the resultant traffic captures are described, the use of which it is hoped will facilitate greater and easier collaboration among researchers utilising this network security technology. The research concludes with suggestions relating to other applications of the data and intelligence that can be extracted from network telescopes, and their use as part of an organisation’s integrated network security systems

Item Type:Thesis (PhD)
Uncontrolled Keywords:Tcp/ip, Malware, Computer viruses, Computer security, Telescope sensors
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:Faculty > Faculty of Science > Computer Science
ID Code:2557
Deposited By: Mrs Carol Perold
Deposited On:03 Apr 2012 13:02
Last Modified:03 Apr 2012 13:02
9 full-text download(s) since 03 Apr 2012 13:02
9 full-text download(s) in the past 12 months
More statistics...

Repository Staff Only: item control page