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We model the robustness against random failure or intentional attack of networks with arbitrary large-scale structure. We construct a block-based model which incorporates --- in a general fashion --- both connectivity and interdependence…

物理与社会 · 物理学 2012-09-25 Tiago P. Peixoto , Stefan Bornholdt

We study tolerance and topology of random scale-free networks under attack and defense strategies that depend on the degree k of the nodes. This situation occurs, for example, when the robustness of a node depends on its degree or in an…

无序系统与神经网络 · 物理学 2009-11-11 Lazaros K. Gallos , Reuven Cohen , Panos Argyrakis , Armin Bunde , Shlomo Havlin

The network of interactions in complex systems, strongly influences their resilience, the system capability to resist to external perturbations or structural damages and to promptly recover thereafter. The phenomenon manifests itself in…

物理与社会 · 物理学 2018-04-11 Malbor Asllani , Timoteo Carletti

Network controllability robustness reflects how well a networked dynamical system can maintain its controllability against destructive attacks. This paper investigates the network controllability robustness from the perspective of a…

物理与社会 · 物理学 2021-03-09 Yang Lou , Lin Wang , Guanrong Chen

In the evolving digital landscape, it is crucial to study the dynamics of cyberattacks and defences. This study uses an Evolutionary Game Theory (EGT) framework to investigate the evolutionary dynamics of attacks and defences in cyberspace.…

计算机科学与博弈论 · 计算机科学 2025-05-27 Adeela Bashir , Zia Ush Shamszaman , Zhao Song , The Anh Han

In a recent Letter [F.C. Santos and J. M. Pacheco Phys. Rev. Lett. \textbf{95}, 098104 (2005)], the scale-free networks are found to be advantageous for the emergence of cooperation. In the present work an evolutionary prisoner's dilemma…

物理与社会 · 物理学 2007-05-23 Zhi-Xi Wu , Xin-Jian Xu , Ying-Hai Wang

Vertex classification is vulnerable to perturbations of both graph topology and vertex attributes, as shown in recent research. As in other machine learning domains, concerns about robustness to adversarial manipulation can prevent…

机器学习 · 计算机科学 2020-03-13 Benjamin A. Miller , Mustafa Çamurcu , Alexander J. Gomez , Kevin Chan , Tina Eliassi-Rad

Stealthy attacks are a major cyber-security threat. In practice, both attackers and defenders have resource constraints that could limit their capabilities. Hence, to develop robust defense strategies, a promising approach is to utilize…

计算机科学与博弈论 · 计算机科学 2019-10-22 Ming Zhang , Zizhan Zheng , Ness B. Shroff

An important feature of many complex systems, both natural and artificial, is the structure and organization of their interaction networks with interesting properties. Here we present a theory of self-organization by evolutionary adaptation…

适应与自组织系统 · 物理学 2007-05-23 Venkat Venkatasubramanian , Santhoji Katare , Priyan R. Patkar , Fangping Mu

Understanding the emergence and sustainability of cooperation is a fundamental problem in evolutionary biology and is frequently studied by the framework of evolutionary game theory. A very powerful mechanism to promote cooperation is…

计算机科学与博弈论 · 计算机科学 2015-05-27 M. Brede

Evolutionary game theory is one of the key paradigms behind many scientific disciplines from science to engineering. Previous studies proposed a strategy updating mechanism, which successfully demonstrated that the scale-free network can…

物理与社会 · 物理学 2015-06-19 Yichao Zhang , M. A. Aziz-Alaoui , Cyrille Bertelle , Shi Zhou , Wenting Wang

We study the response of complex networks subject to attacks on vertices and edges. Several existing complex network models as well as real-world networks of scientific collaborations and Internet traffic are numerically investigated, and…

无序系统与神经网络 · 物理学 2009-11-07 Petter Holme , Beom Jun Kim , Chang No Yoon , Seung Kee Han

Complex networks have established themselves along the last years as being particularly suitable and flexible for representing and modeling several complex natural and human-made systems. At the same time in which the structural intricacies…

计算物理 · 物理学 2007-09-19 Luis Enrique Correa da Rocha , Luciano da Fontoura Costa

The interplay between criminal organizations and law enforcement disruption strategies is crucial in criminology. Criminal enterprises, like legitimate businesses, balance visibility and security to thrive. This study uses evolutionary game…

物理与社会 · 物理学 2024-03-19 Casper van Elteren , Vítor V. Vasconcelos , Mike Lees

Strategic network formation arises where agents receive benefit from connections to other agents, but also incur costs for forming links. We consider a new network formation game that incorporates an adversarial attack, as well as…

计算机科学与博弈论 · 计算机科学 2016-11-10 Sanjeev Goyal , Shahin Jabbari , Michael Kearns , Sanjeev Khanna , Jamie Morgenstern

We consider a finite structured population of mobile individuals that strategically explore a network using a Markov movement model and interact with each other via a public goods game. We extend the model of Erovenko et al. (2019) from…

物理与社会 · 物理学 2023-10-11 Igor V. Erovenko , Mark Broom

We study network games in which players choose both the partners with whom they associate and an action level (e.g., effort) that creates spillovers for those partners. We introduce a framework and two solution concepts, extending standard…

理论经济学 · 经济学 2024-02-07 Evan Sadler , Benjamin Golub

Security games model the confrontation between a defender protecting a set of targets and an attacker who tries to capture them. A variant of these games assumes security interdependence between targets, facilitating contagion of an attack.…

社会与信息网络 · 计算机科学 2019-12-17 Marcin Waniek , Tomasz P. Michalak , Aamena Alshamsi

With increasingly ambitious initiatives such as GENI and FIND that seek to design the future Internet, it becomes imperative to define the characteristics of robust topologies, and build future networks optimized for robustness. This paper…

网络与互联网体系结构 · 计算机科学 2009-09-25 Ali Sydney , Caterina Scoglio , Mina Youssef , Phillip Schumm

In this work we study the behavior of classical two-person, two-strategies evolutionary games on networks embedded in a Euclidean two-dimensional space with different kinds of degree distributions and topologies going from regular to…

物理与社会 · 物理学 2013-07-03 Pierre Buesser , Marco Tomassini
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