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Central attacks in complex networks: A revisit with new fallback strategy

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  • Lekha, Divya Sindhu
  • Balakrishnan, Kannan

Abstract

In this work, we revisit central attacks in complex networks. We simulate simultaneous as well as sequential attacks on networks based on degree (DC), betweenness (BC) and closeness (CC) centralities. We observed the disintegration of giant components and updates in average geodesic distance, in order to assess the vulnerability of networks. There is ample literature depicting the high severity of BC and DC attacks. However, this severity is calculated based on the size of the giant component in residue networks. We show that CC attacks are also equally hazardous when the severity is calculated based on average geodesic distance. This confirms the relevance of CC in central attacks.

Suggested Citation

  • Lekha, Divya Sindhu & Balakrishnan, Kannan, 2020. "Central attacks in complex networks: A revisit with new fallback strategy," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 549(C).
    • Handle: RePEc:eee:phsmap:v:549:y:2020:i:c:s0378437120301187
    DOI: 10.1016/j.physa.2020.124347
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    References listed on IDEAS

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    1. Bellingeri, Michele & Cassi, Davide & Vincenzi, Simone, 2014. "Efficiency of attack strategies on complex model and real-world networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 414(C), pages 174-180.
    2. Réka Albert & Hawoong Jeong & Albert-László Barabási, 2000. "Error and attack tolerance of complex networks," Nature, Nature, vol. 406(6794), pages 378-382, July.
    3. Nguyen, Q. & Pham, H.D. & Cassi, D. & Bellingeri, M., 2019. "Conditional attack strategy for real-world complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 530(C).
    4. Bellingeri, Michele & Cassi, Davide, 2018. "Robustness of weighted networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 489(C), pages 47-55.
    5. Wang, Juan & Li, Chao & Xia, Chengyi, 2018. "Improved centrality indicators to characterize the nodal spreading capability in complex networks," Applied Mathematics and Computation, Elsevier, vol. 334(C), pages 388-400.
    6. Liang Tian & Amir Bashan & Da-Ning Shi & Yang-Yu Liu, 2017. "Articulation points in complex networks," Nature Communications, Nature, vol. 8(1), pages 1-9, April.
    7. Nie, Tingyuan & Guo, Zheng & Zhao, Kun & Lu, Zhe-Ming, 2015. "New attack strategies for complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 424(C), pages 248-253.
    8. Crucitti, Paolo & Latora, Vito & Marchiori, Massimo & Rapisarda, Andrea, 2003. "Efficiency of scale-free networks: error and attack tolerance," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 320(C), pages 622-642.
    9. Pu, Cun-Lai & Cui, Wei, 2015. "Vulnerability of complex networks under path-based attacks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 419(C), pages 622-629.
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    Citations

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    Cited by:

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    5. Wang, Ying & Zhao, Ou & Zhang, Limao, 2024. "Modeling urban rail transit system resilience under natural disasters: A two-layer network framework based on link flow," Reliability Engineering and System Safety, Elsevier, vol. 241(C).

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