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This work focuses on a specific front of the malware detection arms-race, namely the detection of persistent, disk-resident malware.
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R. Cilibrasi and P. M. B. Vitányi · 2005
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M. Bailey, J. Oberheide, J. Andersen, M. Z. Mao, F. Jahanian, and J. Nazario · 2007
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An introduction to Kolmogorov Complexity and its applications
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Binthavro: Towards a useful and fast tool for goodware and malware analysis
B. Caillat, A. Desnos, and R. Erra · 2010
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Decision forests: A unified framework for classification, regression, density estimation, manifold learning and semi-supervised learning
A. Criminisi, J. Shotton, and E. Konukoglu · 2011
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A malware detection framework based on Kolmogorov complexity
W. Deng, Q. Liu, H. Cheng, and Z. Qin · 2011
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Comparing files using structural entropy
I. Sorokin · 2011
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Structural entropy and metamorphic malware
D. Baysa, R. M. Low, and M. Stamp · 2013
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Guilt by association: large scale malware detection by mining file-relation graphs
A. Tamersoy, K. Roundy, and D. H. Chau · 2014
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Learning through compression
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