Host-Based Multivariate Statistical Computer Operating Process Anomaly Intrusion Detection System

Name: Host-Based Multivariate Statistical Computer Operating Process Anomaly Intrusion Detection System
Brand: Biblioscholar
SKU: 9781288417391
Price: 16.93 EUR
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Autor: Glen R Shilland

Jazyk:

Väzba: Brožovaná

Vydavateľ: Biblioscholar

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Most intrusion detection systems rely on signature matching of known malware or anomaly discriminati...

Informácie o knihe

Autor

Glen R Shilland

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2012

Stránok

146

EAN

9781288417391

ISBN

9781288417391

Enbook ID

08251240

Vydavateľ

Biblioscholar

Hmotnosť

272

Rozmery

189 x 246 x 8

Kompletný popis

Most intrusion detection systems rely on signature matching of known malware or anomaly discrimination by data mining historical network traffic. This renders defended systems vulnerable to new or polymorphic code and deceptive attacks that do not trigger anomaly alarms. A lightweight, self-aware intrusion detection system (IDS) is essential for the security of government and commercial networks, especially mobile, ad-hoc networks (MANETs) with relatively limited processing power. This research proposes a host-based, anomaly discrimination IDS using operating system process parameters to measure the "health" of individual systems. Principal Component Analysis (PCA) is employed for feature set selection and dimensionality reduction, while Mahalanobis Distance (MD) and is used to classify legitimate and illegitimate activity. This combination of statistical methods provides an efficient computer operating process anomaly intrusion detection system (PAIDS) that maximizes detection rate and minimizes false positive rate, while updating its sense of "self" in near-real-time.

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Host-Based Multivariate Statistical Computer Operating Process Anomaly Intrusion Detection System

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