Game theoretic modeling of AIMD network equilibrium

Ignatenko, Oleksii

doi:10.15407/pp2016.01.116

Cited by 3 publications

(3 citation statements)

References 16 publications

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“…If the evolutionary equilibrium point of the system can satisfy the Jacobian matrix, the equilibrium point can be derived as the evolutionary stable strategy. The evolution of the selection strategy of social networking sites and their users can be described by the system composed of the above equations (11) and (12). The Jacobian matrix of this system is 3.…”

Section: Construction Of the Evolutionary Game Model Of Socialmentioning

confidence: 99%

“…Scholars in different fields such as management, sociology, psychology, and law have studied from different theoretical perspectives and put forward related concepts and connotations [10]. With the inference attack on relating information in social networks, Ignatenko proposed that users and social network service providers should pay attention to the setting of group relationships and friend relationships in social networks [11]. Ning et al analyzed the antecedents, and influencing results will be reduced due to the higher degree of privacy importance [12].…”

Section: Introductionmentioning

confidence: 99%

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Research on Digital Information Privacy Behavior of Social Network Users Based on Evolutionary Game

Zeng

Hua

2022

Wireless Communications and Mobile Computing

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This article takes social network services as the research object and mainly conducts two aspects of research: first, based on previous research, combining the behavior characteristics of users in the social network environment related to digital information privacy, the digital information privacy of users pays attention to the influential factors of users’ digital information privacy information disclosure behavior, summarize and refine them, establish theoretical research models, and then use structural equation modelling to empirically analyze the significance of each influence path; then, based on the first part of the empirical research, the evolutionary game theory was used to analyze the interests of digital information privacy between social network users and service providers. This paper also studies the evolution of the willingness of each parameter to provide digital information to users under variable expected return conditions and uses MATLAB to analyze its evolutionary trends. It is found that the regulatory intensity coefficient, information leakage loss, and information sensitivity are both for users and websites. It has an important impact, and the loss of information leakage and information sensitivity can affect the evolution direction of users’ willingness to provide digital information and change the speed of website evolution, and the regulatory intensity coefficient is the opposite.

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Section: Construction Of the Evolutionary Game Model Of Socialmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Research on Digital Information Privacy Behavior of Social Network Users Based on Evolutionary Game

Zeng

Hua

2022

Wireless Communications and Mobile Computing

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“…Attackers change the equilibrium characteristics and hence this attack could be detected. Thus, using this concept, game theory deals with the security problem in networks (Ignatenko, 2016). A probabilistic routing scheme based on game theory for opportunistic networks was also developed (Qin et al, 2019).…”

Section: Introductionmentioning

confidence: 99%

A communication network routing problem: Modeling and optimization using non-cooperative game theory

Dubey¹,

Kedar²,

Ghate³

2021

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We consider a communication network routing problem wherein a number of users need to efficiently transmit their throughput demand in the form of data packets (incurring less cost and less delay) through one or more links. Using the game theoretic perspective, we propose a dynamic model which ensures unhindered transmission of data even in the case where the capacity of the link is exceeded. The model incorporates a mechanism in which users are appropriately punished (with additional cost) when the total data to be transmitted exceeds the capacity of the link. The model has multiple Nash equilibrium points. To arrive at rational strategies, we introduce the concept of focal points and get what is termed focal Nash equilibrium (FNE) points for the model. We further introduce the concept of preferred focal Nash equilibrium (PFNE) points and find their relation with the Pareto optimal solution for the model.

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Game-theoretic approach to the network security problem

Ignatenko

2017

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ТЕОРЕТИКО-ІГРОВИЙ ПІДХІД ДО ПРОБЛЕМИ БЕЗПЕКИ МЕРЕЖ В даній роботі здійснено огляд основних напрямків застосування теоретико-ігрового підходу до розв'язання актуальних проблем безпеки. Теорія ігор досліджує взаємодію раціональних агентів за умов конфлікту та невизначеності. Моделі теорії ігор успішно застосовуються для вивчення процесів у економіці, біології, комп'ютерних мережах та інших. Застосування до забезпечення безпеки -відносно новий напрямок, який дозволяє представити проблему захисту у вигляді гри, та застосувати розвинені методи ігрового аналізу. Описано сучасний стан області, виділені основні напрямки загроз та відповідні моделі і методи теорії ігор. Запропоновано класифікацію ігрових підходів у області кібербезпеки та проведено порівняння різних класифікацій. Окремо розглядаються атаки на відмову, які є одним з найбільш небезпечним напрямком розвитку кіберзлочинності. Побудовані ігрові моделі таких атак, та проведений аналіз вразливості стратегій захисту. Виділені майбутні тренди застосування ігрового підходу в області кібербезпеки. Ключові слова: теорія ігор, мережеві атаки, безпека систем.

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Game theoretic modeling of AIMD network equilibrium

Cited by 3 publications

References 16 publications

Research on Digital Information Privacy Behavior of Social Network Users Based on Evolutionary Game

Research on Digital Information Privacy Behavior of Social Network Users Based on Evolutionary Game

A communication network routing problem: Modeling and optimization using non-cooperative game theory

Game-theoretic approach to the network security problem

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