ESTIMATION OF MALWARE DETECTION ALGORITHM ACCURACY BASED ON ANOMALY SEARCH IN PROGRAM BEHAVIOR

ESTIMATION OF MALWARE DETECTION ALGORITHM ACCURACY BASED ON ANOMALY SEARCH IN PROGRAM BEHAVIOR

Subject of Research.The paper deals with the algorithm of anomaly detection in the behavior of operating system processes caused by the execution of previously unknown parts of the program code. The algorithm is implemented in the novel intrusion detection system CODA. A testing algorithm allows red...

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Bibliographic Details
Main Authors: A. R. Khanov, K. M. Komarov
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2016-09-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
anomaly detection
malware detection
dynamic analysis
behavior analysis
neural networks
Online Access:http://ntv.ifmo.ru/file/article/16085.pdf

Internet

http://ntv.ifmo.ru/file/article/16085.pdf

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