Benford’s Law in the Detection of DoS Attacks on Industrial Systems
- Авторы: Aleksandrova E.B.1, Lavrova D.S.1, Yarmak A.V.1
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Учреждения:
- Peter the Great St. Petersburg Polytechnic University
- Выпуск: Том 53, № 8 (2019)
- Страницы: 954-962
- Раздел: Article
- URL: https://journals.rcsi.science/0146-4116/article/view/175974
- DOI: https://doi.org/10.3103/S0146411619080030
- ID: 175974
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Аннотация
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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Об авторах
E. Aleksandrova
Peter the Great St. Petersburg Polytechnic University
Автор, ответственный за переписку.
Email: helen@ibks.spbstu.ru
Россия, St. Petersburg, 195251
D. Lavrova
Peter the Great St. Petersburg Polytechnic University
Email: helen@ibks.spbstu.ru
Россия, St. Petersburg, 195251
A. Yarmak
Peter the Great St. Petersburg Polytechnic University
Email: helen@ibks.spbstu.ru
Россия, St. Petersburg, 195251
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