ABSTRACTS OF ARTICLES OF THE JOURNAL "INFORMATION TECHNOLOGIES".
No. 7. Vol. 26. 2020

DOI: 10.17587/it.26.424-430

V. V. Semenov, Junior Scientific Researcher, e-mail: v.semenov@iias.spb.su, St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russian Federation

Monitoring of the Information Security State of Unmanned Vehicles by Using Digital Accelerometer

The problem of determining the information security state of an unmanned vehicle by an external monitoring system was considered. The effectiveness of solving this problem is estimated by the overall accuracy of the classification of the state of the object. A method based on the analysis and classification of spectral data recorded by a digital three-axis accelerometer mounted on board a vehicle was proposed. An experiment aimed at studying the proposed method was described. As a result of the experiment, the fundamental possibility of using accelerometer in information security monitoring systems is shown. The overall accuracy of the selected classifier based on the k-NN algorithm was 0.82.
Keywords: information security, unmanned vehicles, information security monitoring systems, side channels, accelerometer, multivariate data processing

P. 424–430

To the contents