A role-base approach and a genetic algorithm for VLAN design in large critical infrastructures

Saenko, Igor; Kotenko, Igor

doi:10.1145/3319619.3326853

Cited by 8 publications

(5 citation statements)

References 19 publications

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“…Saenko and Kotenko [37] introduce the concept of VLAN "roles" and use the role-based method to simplify VLAN-based access control schemes. An enhanced genetic method is presented to tackle the optimization problem.…”

Section: Development Software-defined Network By Using Virtual Local ...mentioning

confidence: 99%

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Survey of optimizing dynamic virtual local area network algorithm for software-defined wide area network

Alani

Al-Sadi²

2023

TELKOMNIKA

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Software-defined network (SDN) is one of the most predominant technologies for networking in the existing and next-generation networks. Therefore, this paper is conducted to introduce a survey for researchers who are interested in exploiting the dynamic tunneling technique to optimize software-defined wide area network (SD-WAN). The main purpose of this survey is not only to investigate the related works of dynamic tunneling with SD-WAN but also to classify this related work according to the aim of each research into the practicable categories and present the most dominated employments for tunneling with SD-WAN, specifically virtual local area network (VLAN). The performed classification accompany dynamic tunneling in SDN can be summarized into four categories as following: exploring VLAN in SDN; management of multi VLAN in SDN; recover link failure of SDN; and development of SDN by using VLAN. Finally, the intensive study of the literature in this paper discovers that the dominant path of research falls in the class that covers SDN's link failure. This class takes full advantage of SD-WANs due to offering more robust networking and restoring most communication failures. In the event of a fault, the controller could respond and recover quickly by switching to a pre-computed backup route.

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Section: Development Software-defined Network By Using Virtual Local ...mentioning

confidence: 99%

“…This optimization depends on the SDN's promising capabilities. Studies [35]- [37] reduce cost, and time of service and discover the error early, by creating and executing the application to control the VLAN depending on the SDN.…”

Section: Development Software-defined Network By Using Virtual Local ...mentioning

confidence: 99%

Survey of optimizing dynamic virtual local area network algorithm for software-defined wide area network

Alani

Al-Sadi²

2023

TELKOMNIKA

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“…The changes that have been made have been minimal [33]. Every day there are complaints, in addition to the excessive waiting time when exchanging waiting time at the moment of exchanging information, generating discomfort.…”

Section: Interview Analysis Using Atlas Timentioning

confidence: 99%

Information Security: Proposal for a VLAN Network Model

Rodas Cortijo,

Callañaupa,

Andrade-Arenas

et al. 2023

IJETT

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This article consists of the implementation of a VLAN network in the Hospital Central FAP. The objective is to increase information security, as well as to improve and optimize user data, and this is achieved through the development and use of different protocols, restrictions, and methods that helped to achieve this purpose. Likewise, the article uses the Topdown methodology, which has phases focused on analyzing, developing, and improving the different processes for designing and implementing a VLAN network topology. As a technique, an interview was conducted with the person who, through a series of questions, expressed their opinion on the hospital's problems under study. Data processing was carried out at a qualitative level using Atlas Ti22 software, which allowed the analysis of the perception of 6 people with direct knowledge of the hospital's problems. This information was used to obtain the data for the research work. The result was a high degree of deficiency and disagreement with the system they are currently using. They explained that their data were violated, generating concern among users and all the staff. In addition, the conclusion obtained was that in view of the existing problems, the experts indicated that the proposal related to the implementation of a VLAN Network would meet the desired expectations, providing security to the information, so they consider it a feasible and appropriate option that would be a great alternative for the improvement of the hospital.

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“…In the first group, GAs with binary coding were studied [10] - [11]. In the second group, respectively, GAs with valid coding [12] - [13]. In [12], it was shown that in the first group it is possible to achieve higher efficiency of searching for extreme values on the set of feasible solutions.…”

Section: Review and Analysis Of Previous Studiesmentioning

confidence: 99%

“…In [12] - [14] it was shown that the constant mutation of objects is used in most GA implementations. Variables in this case are more flexible, which makes it possible to find initial solutions already at sufficiently early stages of the GA operation.…”

Section: Review and Analysis Of Previous Studiesmentioning

confidence: 99%

Decision Support System on Optimization of Information Protection Tools Placement

A¹

2020

IJATCSE

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The article discusses the possibilities of modifying the genetic algorithm (GA) to solve the problem of selecting and optimizing the configuration of information protection tools (IPT) for the security circuits of information and communication systems (ICS). The scientific novelty of the work lies in the fact that the GA proposes the use of the total amount of risks from information loss, as well as the integral indicator of IPT and cost indicators for each class of IPT, as criteria for optimizing the composition of IPT. The genetic algorithm in the problem of optimizing the choice of the composition of IPT for ICS is considered as a variation of the problem associated with multi-selection. In this regard, the optimization of the IPT placement along the ICS protection circuits is considered as a modification of the combinatorial knapsack problem. The GA used in the computing core of the decision support system (DSS) differs from the standard GA. As a part of the GA modification, the chromosomes are presented in the form of matrices, the elements of which are numbers that correspond to the IPT numbers in the ICS nodes. In the process of modifying the GA, a k-point crossing-over was applied. A fitness function is presented as the sum of efficiency factors. At the same time, in addition to the traditional absolute indicators of the IPT efficiency, the total value of risks from information loss, as well as cost indicators for each class of IPT are taken into account. The practical value of the research lies in the implementation of DSS based on the proposed modification of GA. Computational experiments on the selection of a rational software algorithm for implementing the model are performed. It is shown that the implementation of the GA in DSS allows to accelerate the search for optimal variants of cybersecurity (CS) tools placement for ICS by more than 25 times. This advantage allows not only to quickly search through the variety of hardware-software IPT and their combinations for ICS, but also to combine the proposed algorithm with the available models and algorithms for optimizing the composition of the ICS cybersecurity circuits. Potentially, such a combination of models and algorithms will make it possible to quickly rebuild the ICS protection, adjusting its profiles in accordance with new threats and classes of cyber attacks.

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A role-base approach and a genetic algorithm for VLAN design in large critical infrastructures

Cited by 8 publications

References 19 publications

Survey of optimizing dynamic virtual local area network algorithm for software-defined wide area network

Survey of optimizing dynamic virtual local area network algorithm for software-defined wide area network

Information Security: Proposal for a VLAN Network Model

Decision Support System on Optimization of Information Protection Tools Placement

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