Towards improved functionality and performance of intrusion detection systems

Towards improved functionality and performance of intrusion detection systems

Show other versions (2)

Based on analysis from collected network traces, a decade of literature in the field of intrusion detection, experiences shared by people in the network security domain, and some new heuristics, this thesis explores several directions in which to extend the functionality and performance of existing...

Full description

Bibliographic Details
Main Author: Singh, Sunjeet
Language:English
Published: University of British Columbia 2011
Online Access:http://hdl.handle.net/2429/30978
id ndltd-LACETR-oai-collectionscanada.gc.ca-BVAU.2429-30978
record_format oai_dc
spelling ndltd-LACETR-oai-collectionscanada.gc.ca-BVAU.2429-309782014-03-26T03:37:48Z Towards improved functionality and performance of intrusion detection systems Singh, Sunjeet Based on analysis from collected network traces, a decade of literature in the field of intrusion detection, experiences shared by people in the network security domain, and some new heuristics, this thesis explores several directions in which to extend the functionality and performance of existing Intrusion Detection Systems(IDS). We first present a new method for detecting a whole range of TCP attacks, and an extension of that method for detecting Distributed Denial of Service attacks. We then analyze two directions for enhancing performance: using cloud services to flexibly scale to higher IDS throughput; and leveraging hardware functionality in modern network cards for efficient multi-core processing. 2011-01-31T16:37:40Z 2011-01-31T16:37:40Z 2011 2011-01-31T16:37:40Z 2011-05 Electronic Thesis or Dissertation http://hdl.handle.net/2429/30978 eng University of British Columbia
collection NDLTD
language English
sources NDLTD
description Based on analysis from collected network traces, a decade of literature in the field of intrusion detection, experiences shared by people in the network security domain, and some new heuristics, this thesis explores several directions in which to extend the functionality and performance of existing Intrusion Detection Systems(IDS). We first present a new method for detecting a whole range of TCP attacks, and an extension of that method for detecting Distributed Denial of Service attacks. We then analyze two directions for enhancing performance: using cloud services to flexibly scale to higher IDS throughput; and leveraging hardware functionality in modern network cards for efficient multi-core processing.
author Singh, Sunjeet
spellingShingle Singh, Sunjeet
Towards improved functionality and performance of intrusion detection systems
author_facet Singh, Sunjeet
author_sort Singh, Sunjeet
title Towards improved functionality and performance of intrusion detection systems
title_short Towards improved functionality and performance of intrusion detection systems
title_full Towards improved functionality and performance of intrusion detection systems
title_fullStr Towards improved functionality and performance of intrusion detection systems
title_full_unstemmed Towards improved functionality and performance of intrusion detection systems
title_sort towards improved functionality and performance of intrusion detection systems
publisher University of British Columbia
publishDate 2011
url http://hdl.handle.net/2429/30978
work_keys_str_mv AT singhsunjeet towardsimprovedfunctionalityandperformanceofintrusiondetectionsystems
_version_ 1716655850398941184

Similar Items