Machine Learning and Data Mining for Computer Security: Methods and Applications

by Marcus A. Maloof (Ed.)

Book Overview

Survey Contributions.- An Introduction to Information Assurance.- Some Basic Concept of Machine Learning and Data Mining.- Research Contributions.- Learning to Detect Malicious Executables.- Data Mining Applied to Intrusion Detection: MITRE Experiences.- Intrusion Detection Alarm Clustering.- Behavioral Features for Network Anomaly Detection.- Cost-Sensitive Modeling for Intrusion Detection.- Data Cleaning and Enriched Representations for Anomaly...

• Format: Paperback
• Language: English
• ISBN: 1849965447
• ISBN13: 9781849965446
• Release Date: March 2012
• Publisher: Springer
• Length: 210 Pages
• Weight: 0.72 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"