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  5. DEVELOPMENT OF COMPUTER VIRUSES DETECTION SYSTEM BASED ON ART-1 NEURAL NETWORK

DEVELOPMENT OF COMPUTER VIRUSES DETECTION SYSTEM BASED ON ART-1 NEURAL NETWORK

S.G. Semenov, S.Y. Gavrilenko, S.M. Globa, O.S. Babenko
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Nowadays computer viruses become stronger and try to hide themselves deeper in order to complicate virus detection or even get round of it. This article represents program model of heuristic analyzer based on the ART-1 neural network intended to determine status of the computer system while being under viruses attack. Architecture of the neural network allows to train it with new and modified attacks just in runtime, while scanning.
Keywords: antivirus software, signature-based method, a heuristic method, neural network, ART-1