Benford’s Law in the Detection of DoS Attacks on Industrial Systems
- Authors: Aleksandrova E.B.1, Lavrova D.S.1, Yarmak A.V.1
-
Affiliations:
- Peter the Great St. Petersburg Polytechnic University
- Issue: Vol 53, No 8 (2019)
- Pages: 954-962
- Section: Article
- URL: https://journal-vniispk.ru/0146-4116/article/view/175974
- DOI: https://doi.org/10.3103/S0146411619080030
- ID: 175974
Cite item
Abstract
Benford’s law describes the distribution of the first significant digits in numerical data characterizing real processes. In particular, it is widely used to detect anomalies in financial data. The paper proposes application of Benford’s law to detect DoS attacks on large-scale industrial system components. The results of experimental research are given for the data generated by sensors within the Tennessee Eastman process.
About the authors
E. B. Aleksandrova
Peter the Great St. Petersburg Polytechnic University
Author for correspondence.
Email: helen@ibks.spbstu.ru
Russian Federation, St. Petersburg, 195251
D. S. Lavrova
Peter the Great St. Petersburg Polytechnic University
Email: helen@ibks.spbstu.ru
Russian Federation, St. Petersburg, 195251
A. V. Yarmak
Peter the Great St. Petersburg Polytechnic University
Email: helen@ibks.spbstu.ru
Russian Federation, St. Petersburg, 195251
Supplementary files
