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AALLA: Attack-Aware Logical Link Assignment Cost-Minimization Model for Protecting Software-Defined Networks against DDoS Attacks

Software-Defined Networking (SDN), which is used in Industrial Internet of Things, uses a controller as its “network brain” located at the control plane. This uniquely distinguishes it from the traditional networking paradigms because it provides a global view of the entire network. In SDN, the cont...

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Autores principales: Ali, Sameer, Tan, Saw Chin, Lee, Ching Kwang, Yusoff, Zulfadzli, Haque, Muhammad Reazul, Mylonas, Alexios, Pitropakis, Nikolaos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647849/
https://www.ncbi.nlm.nih.gov/pubmed/37960622
http://dx.doi.org/10.3390/s23218922
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author Ali, Sameer
Tan, Saw Chin
Lee, Ching Kwang
Yusoff, Zulfadzli
Haque, Muhammad Reazul
Mylonas, Alexios
Pitropakis, Nikolaos
author_facet Ali, Sameer
Tan, Saw Chin
Lee, Ching Kwang
Yusoff, Zulfadzli
Haque, Muhammad Reazul
Mylonas, Alexios
Pitropakis, Nikolaos
author_sort Ali, Sameer
collection PubMed
description Software-Defined Networking (SDN), which is used in Industrial Internet of Things, uses a controller as its “network brain” located at the control plane. This uniquely distinguishes it from the traditional networking paradigms because it provides a global view of the entire network. In SDN, the controller can become a single point of failure, which may cause the whole network service to be compromised. Also, data packet transmission between controllers and switches could be impaired by natural disasters, causing hardware malfunctioning or Distributed Denial of Service (DDoS) attacks. Thus, SDN controllers are vulnerable to both hardware and software failures. To overcome this single point of failure in SDN, this paper proposes an attack-aware logical link assignment (AALLA) mathematical model with the ultimate aim of restoring the SDN network by using logical link assignment from switches to the cluster (backup) controllers. We formulate the AALLA model in integer linear programming (ILP), which restores the disrupted SDN network availability by assigning the logical links to the cluster (backup) controllers. More precisely, given a set of switches that are managed by the controller(s), this model simultaneously determines the optimal cost for controllers, links, and switches.
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spelling pubmed-106478492023-11-02 AALLA: Attack-Aware Logical Link Assignment Cost-Minimization Model for Protecting Software-Defined Networks against DDoS Attacks Ali, Sameer Tan, Saw Chin Lee, Ching Kwang Yusoff, Zulfadzli Haque, Muhammad Reazul Mylonas, Alexios Pitropakis, Nikolaos Sensors (Basel) Article Software-Defined Networking (SDN), which is used in Industrial Internet of Things, uses a controller as its “network brain” located at the control plane. This uniquely distinguishes it from the traditional networking paradigms because it provides a global view of the entire network. In SDN, the controller can become a single point of failure, which may cause the whole network service to be compromised. Also, data packet transmission between controllers and switches could be impaired by natural disasters, causing hardware malfunctioning or Distributed Denial of Service (DDoS) attacks. Thus, SDN controllers are vulnerable to both hardware and software failures. To overcome this single point of failure in SDN, this paper proposes an attack-aware logical link assignment (AALLA) mathematical model with the ultimate aim of restoring the SDN network by using logical link assignment from switches to the cluster (backup) controllers. We formulate the AALLA model in integer linear programming (ILP), which restores the disrupted SDN network availability by assigning the logical links to the cluster (backup) controllers. More precisely, given a set of switches that are managed by the controller(s), this model simultaneously determines the optimal cost for controllers, links, and switches. MDPI 2023-11-02 /pmc/articles/PMC10647849/ /pubmed/37960622 http://dx.doi.org/10.3390/s23218922 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ali, Sameer
Tan, Saw Chin
Lee, Ching Kwang
Yusoff, Zulfadzli
Haque, Muhammad Reazul
Mylonas, Alexios
Pitropakis, Nikolaos
AALLA: Attack-Aware Logical Link Assignment Cost-Minimization Model for Protecting Software-Defined Networks against DDoS Attacks
title AALLA: Attack-Aware Logical Link Assignment Cost-Minimization Model for Protecting Software-Defined Networks against DDoS Attacks
title_full AALLA: Attack-Aware Logical Link Assignment Cost-Minimization Model for Protecting Software-Defined Networks against DDoS Attacks
title_fullStr AALLA: Attack-Aware Logical Link Assignment Cost-Minimization Model for Protecting Software-Defined Networks against DDoS Attacks
title_full_unstemmed AALLA: Attack-Aware Logical Link Assignment Cost-Minimization Model for Protecting Software-Defined Networks against DDoS Attacks
title_short AALLA: Attack-Aware Logical Link Assignment Cost-Minimization Model for Protecting Software-Defined Networks against DDoS Attacks
title_sort aalla: attack-aware logical link assignment cost-minimization model for protecting software-defined networks against ddos attacks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647849/
https://www.ncbi.nlm.nih.gov/pubmed/37960622
http://dx.doi.org/10.3390/s23218922
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