Title
Scalable malware classification with multifaceted content features and threat intelligence.
Abstract
Recent years have witnessed the very rapid increase in both the volume and sophistication of malware programs. Malware authors invest heavily in technologies and capabilities to streamline the process of building and mutating existing malware programs to evade traditional protection. One major challenge currently faced by the antivirus industry is to efficiently process the vast amount of incoming...
Year
DOI
Venue
2016
10.1147/JRD.2016.2559378
IBM Journal of Research and Development
Keywords
Field
DocType
Malware,Feature extraction,Machine learning algorithms,Classification algorithms,Semantics,Signal processing algorithms,Data mining,Resource management,Scalability
Threat intelligence,Computer science,Artificial intelligence,Malware,Cluster analysis,Sophistication,Machine learning,Scalability,Learning classifier system
Journal
Volume
Issue
ISSN
60
4
0018-8646
Citations 
PageRank 
References 
2
0.39
0
Authors
6
Name
Order
Citations
PageRank
Xin Hu144530.43
Jiyong Jang229716.23
Ting Wang366465.43
Z. Ashraf420.39
Marc Ph. Stoecklin516615.05
Dhilung Kirat61748.38