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Your search keyword '"E. A. Zhukovskii"' showing total 5 results
Start Over Author "E. A. Zhukovskii" Topic control and systems engineering
5 results on '"E. A. Zhukovskii"'

4. Clustering of Malicious Executable Files Based on the Sequence Analysis of System Calls

Author

E. V. Zhukovskii, Dmitry P. Zegzhda, and R. A. Ognev

Subjects
021110 strategic, defence & security studies, Sequence analysis, Computer science, Subroutine, 0211 other engineering and technologies, 02 engineering and technology, computer.file_format, computer.software_genre, Silhouette, Index (publishing), Control and Systems Engineering, Signal Processing, 0202 electrical engineering, electronic engineering, information engineering, Malware, Affinity propagation, 020201 artificial intelligence & image processing, Executable, Data mining, Cluster analysis, computer, Software
Abstract

The use of clustering algorithms to determine the types of malicious software files based on the analysis of the WinAPI function call sequences is investigated. The use of clustering algorithms such as k-means, EM-algorithm, hierarchical algorithm, and the affinity propagation method is considered. The quality of clustering is evaluated using the silhouette metrics, the Calinski–Harabasz index, and the Davies–Bouldin index.

Published
2019
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5. On controlling objects whose motion is defined by implicit nonlinear differential equations

Author

E. S. Zhukovskii and E. A. Pluzhnikova

Subjects
Metric space, Control and Systems Engineering, Differential equation, Mathematical analysis, Motion (geometry), Derivative, Function (mathematics), Electrical and Electronic Engineering, Nonlinear differential equations, Mathematics
Abstract

We prove a new result on Lipshitz disturbances of vector covering maps in metric spaces. With methods of covering maps theory, we study controllable systems defined by differential equations that are not resolved with respect to the derivative of the unknown function.

Published
2015
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