Forecasting the time of a cyber attack based on the results of non-stationary processes analysis

DOI: 10.31673/2409-7292.2020.034953

Authors

  • В. С. Коростель, (Korostelʹ V. S.) State University of Telecommunications, Kyiv
  • А. Д. Кожухівський, (Kozhukhivsʹkyy A. D.) State University of Telecommunications, Kyiv
  • І. М. Луценко, (Lutsenko I. M.) State University of Telecommunications, Kyiv
  • О. В. Кітура, (Kitura O. V.) State University of Telecommunications, Kyiv
  • Ю. Ю. Маслова, (Maslova Yu. Yu.) State University of Telecommunications, Kyiv

DOI:

https://doi.org/10.31673/2409-7292.2020.034953

Abstract

The ability to predict cyberattacks before they occur will undoubtedly change the course of cyberwarfare and cybercrime. The problem with predicting cyberattacks is to obtain appropriate and reliable signals to counter cyber attackers. The article is based on machine learning methods and develops an integrated system for transforming large amounts of publicly available data to predict cyber incidents.

Keywords: Cybersecurity, forecasting, non-traditional signals.

References
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Published

2020-12-02

Issue

Section

Articles