Network Security White Papers
Evaluation of Malware Clustering Based on Its Dynamic Behaviour
Overview Malware detection is an important problem today. New malware appears every day and in order to be able to detect it, it is important to recognize families of existing malware. Data mining techniques will be very helpful in this context; concretely unsupervised learning methods will be adequate. This paper presents a comparison of the behaviour of two representations for malware executables, a set of twelve distances for comparing them, and three variants of the hierarchical agglomerative clustering algorithm when used to capture the structure of different malware families and subfamilies. They propose a way the comparison can be done in an unsupervised learning environment. There are different conclusions they can draw from the whole work.
| Publisher | Australian Computer Society | File Format | |
|---|---|---|---|
| Date Published | January 2008 | ||
| Format | White Papers | ||
| Topics | |||
-
Did you find this white paper useful?
White Paper RSSBalancing Security Against Productivity
DownloadWhat makes for great security? Is it about keeping the bad guys out or letting the good guys in? About defending attacks or preventing them? When IDG Research Services queried...
Security: New strides in preventing intrusions.
Need help eliminating risk in your IT environment? This ForwardView webshow describes how security appliances, which incorporate an array of security functions, can help you ward off security breaches without...
MessageLabs Intelligence : 2009 security Predictions
Having analyzed the global threat landscape for almost a decade, MessageLabs Team Skeptic™ is comprised of many world-renowned malware and spam experts who have a global view of threats across...
IDC Vendor Spotlight
Organised ubiquity is a must for organisations to sucessfully "project" their users in any given landspace, at any given time, with secuirty policy. This White Paper covers issues surrounding secure...
Trend Micro Enterprise Security white paper
This white paper reviews the content security threat landscape and how it has evolved into a more dangerous and high risk environment. The paper discussed how conventional content security approaches...
