Simplified Method for Fast and Efficient Incident Detection in Industrial Networks

Simplified Method for Fast and Efficient Incident Detection in Industrial Networks

Stať ve sborníku v databázi WoS či Scopus

This article is focused on industrial networks and their security. An industrial network typically works with older devices that do not provide security at the level of today’s requirements. Even protocols often do not support security at a sufficient level. It is necessary to deal with these security issues due to digitization. It is therefore required to provide other techniques that will help with security. For this reason, it is possible to deploy additional elements that will provide additional security and ensure the monitoring of the network, such as the Intrusion Detection System. These systems recognize identified signatures and anomalies. Methods of detecting security incidents by detecting anomalies in network traffic are described. The proposed methods are focused on detecting DoS attacks in the industrial Modbus protocol and operations performed outside the standard interval in the Distributed Network Protocol 3. The functionality of the performed methods is tested in the IDS system Zeek.

This article is focused on industrial networks and their security. An industrial network typically works with older devices that do not provide security at the level of today’s requirements. Even protocols often do not support security at a sufficient level. It is necessary to deal with these security issues due to digitization. It is therefore required to provide other techniques that will help with security. For this reason, it is possible to deploy additional elements that will provide additional security and ensure the monitoring of the network, such as the Intrusion Detection System. These systems recognize identified signatures and anomalies. Methods of detecting security incidents by detecting anomalies in network traffic are described. The proposed methods are focused on detecting DoS attacks in the industrial Modbus protocol and operations performed outside the standard interval in the Distributed Network Protocol 3. The functionality of the performed methods is tested in the IDS system Zeek.

anomaly detection, DNP3 protocol, ICS, IDS, Modbus protocol, machine learning

anomaly detection, DNP3 protocol, ICS, IDS, Modbus protocol, machine learning

KUCHAŘ, K.; FUJDIAK, R.; BLAŽEK, P.; MARTINÁSEK, Z.; HOLASOVÁ, E.

2021

23.10.2020

978-0-7381-4292-0

4th Cyber Security in Networking Conference

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