Behavioral Anomaly Detection in Industrial Control Systems: An Evaluation of Flowmon ADS

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F20%3APU136272" target="_blank" >RIV/00216305:26230/20:PU136272 - isvavai.cz</a>

Result on the web

<a href="https://www.fit.vut.cz/research/publication/12253/" target="_blank" >https://www.fit.vut.cz/research/publication/12253/</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Behavioral Anomaly Detection in Industrial Control Systems: An Evaluation of Flowmon ADS

Original language description

This report provides results from the experiments aimed to evaluate the threat detection capabilities of the Flowmon Anomaly Detection System in the environment of Industrial Control Systems. The experiments follow a procedure described in the NISTIR 8219 report, which identifies a critical set of security threats to ICS and illustrates how behavior anomaly detection systems can be used as a key security component for industrial systems. We have shown that many of the identified security threats can be identified with the Flowmon ADS even without considering any specific ICS rules. The report systematically evaluates the scenarios considering network-based anomaly detection methods. We set up a virtual environment that contains ICS and Flowmon software. In this environment, we were able to demonstrate all scenarios and check Flowmon responses to the induced security threats.

Czech name

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Czech description

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Type

O - Miscellaneous

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/TN01000077" target="_blank" >TN01000077: National Centre of Competence in Cybersecurity</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2020

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů