Detection of Incidents and Anomalies in Software-Defined Network – Based Implementations of Critical Infrastructure Resulting in Adaptive System Changes

In the paper an example of an integrated software-defined network (SDN) system with heterogeneous technological instances based on the Linux platform will be shown.For this purpose, two research testing stands with a POX controller and OVS (Open vSwitch) switches were used.In the first testing stand, the research based on the ICMP traffic was done while in the second one, MQTT traffic was analysed.The capabilities of these systems were examined in terms of responding to detected incidents and traffic anomalies.In particular, their appropriate responses to anomalies were tested, as well as the possibility of continuous monitoring of packet transfer between separate network components.The aim of the paper is to investigate the effectiveness of SDN in enhancing the security and adaptability of critical infrastructure systems.For isolation and optimised resource management, some components, such as POX or the MQTT broker, were run in Docker containers.The test environment used both hardware cases and prepared software, enabling comprehensive design and testing of networks based on the OpenFlow protocol used in SDN architecture, enabling the separation of control from traffic in computer networks.The results of this research make it possible to implement anomaly detection solutions in critical infrastructure systems that will adapt on the fly to changing conditions that arise, for example, in the case of an attack on such infrastructure or physical damage to it at a selected node.

Authors

Publication Details

Journal
Advances in Science and Technology – Research Journal
Published
2024-10-05
DOI
https://doi.org/10.12913/22998624/192641
Primary Topic
Software System Performance and Reliability
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Detection of Incidents and Anomalies in Software-Defined Network – Based Implementations of Critical Infrastructure Resulting in Adaptive System Changes

Mirosław Mazurek, Bartosz Kowal, Marek Bolanowski, Patryk Organiściak et al.
Advances in Science and Technology – Research Journal
Software System Performance and Reliability
article

Detection of Incidents and Anomalies in Software-Defined Network – Based Implementations of Critical Infrastructure Resulting in Adaptive System Changes

Mirosław Mazurek, Bartosz Kowal, Marek Bolanowski, Patryk Organiściak, Dominik Strzałka, Michał Ćmil, Paweł Kuraś, Andrzej Paszkiewicz, Paweł Dymora, Veronika Vanivska
article en

Abstract

In the paper an example of an integrated software-defined network (SDN) system with heterogeneous technological instances based on the Linux platform will be shown.For this purpose, two research testing stands with a POX controller and OVS (Open vSwitch) switches were used.In the first testing stand, the research based on the ICMP traffic was done while in the second one, MQTT traffic was analysed.The capabilities of these systems were examined in terms of responding to detected incidents and traffic anomalies.In particular, their appropriate responses to anomalies were tested, as well as the possibility of continuous monitoring of packet transfer between separate network components.The aim of the paper is to investigate the effectiveness of SDN in enhancing the security and adaptability of critical infrastructure systems.For isolation and optimised resource management, some components, such as POX or the MQTT broker, were run in Docker containers.The test environment used both hardware cases and prepared software, enabling comprehensive design and testing of networks based on the OpenFlow protocol used in SDN architecture, enabling the separation of control from traffic in computer networks.The results of this research make it possible to implement anomaly detection solutions in critical infrastructure systems that will adapt on the fly to changing conditions that arise, for example, in the case of an attack on such infrastructure or physical damage to it at a selected node.

Advances in Science and Technology – Research JournalVol. 18(7)
Industry, innovation and infrastructure
Openalex Percentile: Top 81%
Software System Performance and Reliability
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.