Journal article

BARABAS Maroš, HOMOLIAK Ivan, DROZD Michal and HANÁČEK Petr. Automated Malware Detection Based on Novel Network Behavioral Signatures. International Journal of Engineering and Technology. Singapore: International Association of Computer Science and Information Technology, 2013, vol. 5, no. 2, pp. 249-253. ISSN 1793-8236.
Publication language:english
Original title:Automated Malware Detection Based on Novel Network Behavioral Signatures
Title (cs):Automatická detekce malwaru pomocí síťových behaviorálních signatur
Pages:249-253
Book:International Journal of Engineering and Technology
Place:Singapore, SG
Year:2013
Journal:International Journal of Engineering and Technology, Vol. 5, No. 2, Singapore, SG
ISSN:1793-8236
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Keywords
artificial intelligence, behavioral signatures, metrics, network security, security, security design.
Annotation
In this paper we propose the updated novel intrusion detection framework which has higher successful rate in detection of specific zero-day malware. Further we present updated state-of-the-art set of network metrics for description of attack vector. 
Abstract
In this paper we present the basic principles of the efficient malware detection framework which has higher successful rate in detection of specific zero-day malware that is difficult with common IDPS techniques. We propose a new generation of detection framework based on network behavioral signatures using zero-day exploits, instead of the signaturebased or anomaly-based detection solutions currently available for IDPS technology. Our research aims mainly on detection of attacks that abuse vulnerabilities of buffer overflow type, but the final goal is to extend detection techniques to cover various types of vulnerabilities. This article describes the concept of detection framework, provides a design of model architecture and shows an experimental results with draft of framework on the set of laboratory simulated attacks.
BibTeX:
@ARTICLE{
   author = {Maro{\v{s}} Barabas and Ivan Homoliak and Michal Drozd and
	Petr Han{\'{a}}{\v{c}}ek},
   title = {Automated Malware Detection Based on Novel Network
	Behavioral Signatures},
   pages = {249--253},
   booktitle = {International Journal of Engineering and Technology},
   journal = {International Journal of Engineering and Technology},
   volume = {5},
   number = {2},
   year = {2013},
   location = {Singapore, SG},
   ISSN = {1793-8236},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=10047}
}

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