Mohlo by sa vám tiež páčiť

Viac informácií o knihe Host-Based Multivariate Statistical Computer Operating Process Anomaly Intrusion Detection System

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

Nákupom získate 150 bodov

Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Society & social sciences Education

• Celý názov: Host-Based Multivariate Statistical Computer Operating Process Anomaly Intrusion Detection System
• Autor: Glen R Shilland
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 146
• EAN: 9781288417391
• ISBN: 9781288417391
• ID: 08251240
• Nakladateľ: Biblioscholar
• Hmotnosť: 272 g
• Rozmery: 246 × 189 × 8 mm
• Dátum vydania: 01. December 2012

Obľúbené z iného súdka

---

---

---