Holistic Network Defense: Fusing Host and Network Features for Attack Classification

by Jenny W Ji

This work presents a hybrid network-host monitoring strategy, which fuses data from both the network and the host to recognize malware infections. This work focuses on three categories: Normal, Scanning, and Infected. The network-host sensor fusion is accomplished by extracting 248 features from network traffic using the Fullstats Network Feature generator and from the host using text mining, looking at the frequency of the 500 most common strings...

• Format: Paperback
• Language: English
• ISBN: 1286862728
• ISBN13: 9781286862728
• Release Date: October 2012
• Publisher: Biblioscholar
• Length: 126 Pages
• Weight: 0.53 lbs.
• Dimensions: 0.3" x 7.4" x 9.7"