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: 17.88 EUR
Availability: InStock

Автор: Glen R Shilland

Език:

Корици: С меки корици

Издател: Biblioscholar

Наличност: Външен склад

Изпращаме след 9-15 дни

17.88 € 34.97 лв

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

Информация за книгата

Автор

Glen R Shilland

Език

Английски език

Корици

Книга - С меки корици

Издадена

2012

страници

146

EAN

9781288417391

ISBN

9781288417391

Enbook ID

08251240

Издател

Biblioscholar

Теглоt

272

Размери

189 x 246 x 8

Пълно описание

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

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също