Title :
Evolution of immune detectors in intelligent security system for malware detection
Author :
Golovko, Vladimir ; Bezobrazov, Sergei ; Melianchuk, Vasilii ; Komar, Myroslav
Author_Institution :
Brest State Tech. Univ., Brest, Belarus
Abstract :
In this paper we present the basic principles of the evolution of detectors in intelligent malware detection system. This system based on integration of both AI methods: artificial neural networks and artificial immune systems. The goal of the evolution is adaptation of detectors to new, unknown malicious code for increasing of quality of detection.
Keywords :
artificial immune systems; invasive software; neural nets; artificial immune system; artificial neural networks; immune detector; intelligent security system; malicious code; malware detection; Artificial intelligence; Cloning; Detectors; Immune system; Malware; Training; artificial immune system; malware detection; neural networks;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011 IEEE 6th International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-1426-9
DOI :
10.1109/IDAACS.2011.6072865
