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: 410 CZK
Availability: InStock

Autor: Glen R Shilland

Jazyk:

Vazba: Brožovaná

Vydavatel: Biblioscholar

Dostupnost: Skladem u dodavatele

Odesíláme za 9-15 dnů

410 Kč

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

Informace o knize

Autor

Glen R Shilland

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2012

Stránek

146

EAN

9781288417391

ISBN

9781288417391

Enbook ID

08251240

Vydavatel

Biblioscholar

Hmotnost

272

Rozměry

189 x 246 x 8

Kompletní 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.

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

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

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také