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: 98.39 RON
Availability: InStock

Autor: Glen R Shilland

Limbă:

Legare: Carte broșată

Editura: Biblioscholar

Disponibilitate: În depozitul extern

Expediem în 9-15 zile

98.39 lei

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

Informații despre carte

Autor

Glen R Shilland

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2012

Pagini

146

EAN

9781288417391

ISBN

9781288417391

Enbook ID

08251240

Editura

Biblioscholar

Greutate

272

Dimensiuni

189 x 246 x 8

Descriere completă

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.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

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

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și