GENERIC DETECTION AND CLASSIFICATION OF POLYMORPHIC MALWARE USING NEURAL PATTERN RECOGNITION
作者： Rubén Santamarta
DOI:
关键词:
摘要: The obsolete way in which some anti-virus products are generating malware signatures, is provoking that polymorphic detection becomes a tedious problem, when actually it not so hard. This paper describes the basics of method by generic classification could be considered as trivial issue .
vxheaven.org参考文章(7)
Sergios Theodoridis, Konstantinos Koutroumbas, Pattern Recognition, Third Edition Academic Press, Inc.. ,(2006)
Michael A. Arbib, The Handbook of Brain Theory and Neural Networks ,(2007)
Nikola K. Kasabov, Foundations of neural networks, fuzzy systems, and knowledge engineering ,(1996)
J. P. Marques de Sá, Pattern Recognition: Concepts, Methods and Applications ,(2001)
M. Riedmiller, H. Braun, A direct adaptive method for faster backpropagation learning: the RPROP algorithm IEEE International Conference on Neural Networks. ,vol. 1, pp. 586- 591 ,(1993) , 10.1109/ICNN.1993.298623
A.A. Somaie, A. Badr, T. Salah, Aircraft image recognition using back-propagation ieee international radar conference. pp. 498- 501 ,(2001) , 10.1109/ICR.2001.984755
Djc MacKay, Information theory, inference, and learning algorithms Cambridge Univ Pr. ,(2003)