Benford’s Law in the Detection of DoS Attacks on Industrial Systems
- Autores: Aleksandrova E.B.1, Lavrova D.S.1, Yarmak A.V.1
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Afiliações:
- Peter the Great St. Petersburg Polytechnic University
- Edição: Volume 53, Nº 8 (2019)
- Páginas: 954-962
- Seção: Article
- URL: https://journals.rcsi.science/0146-4116/article/view/175974
- DOI: https://doi.org/10.3103/S0146411619080030
- ID: 175974
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Resumo
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.
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Sobre autores
E. Aleksandrova
Peter the Great St. Petersburg Polytechnic University
Autor responsável pela correspondência
Email: helen@ibks.spbstu.ru
Rússia, St. Petersburg, 195251
D. Lavrova
Peter the Great St. Petersburg Polytechnic University
Email: helen@ibks.spbstu.ru
Rússia, St. Petersburg, 195251
A. Yarmak
Peter the Great St. Petersburg Polytechnic University
Email: helen@ibks.spbstu.ru
Rússia, St. Petersburg, 195251
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