Cart (Loading....) | Create Account
Close category search window
 

Behavior-Based Proactive Detection of Unknown Malicious Codes

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

5 Author(s)

With the rising popularity of the Internet, the resulting increase in the number of available vulnerable machines, and the elevated sophistication of the malicious code itself, the detection and prevention of unknown malicious codes meet great challenges. Traditional anti-virus scanner employs static features to detect malicious executable codes and is hard to detect the unknown malicious codes effectively. We propose behavior-based dynamic heuristic analysis approach for proactive detection of unknown malicious codes. The behavior of malicious codes is identified by system calling through virtual emulation and the changes in system resources. A statistical detection model and mixture of expert (MoE) model are designed to analyze the behavior of malicious codes. The experiment results demonstrate the behavior-based proactive detection is efficient in detecting unknown malicious executable codes.

Published in:

Internet Monitoring and Protection, 2009. ICIMP '09. Fourth International Conference on

Date of Conference:

24-28 May 2009

Need Help?


IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.