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Visualization System by Combinatorial Use of Edge Bundling and Treemap for Network Traffic Data Analysis

  • Conference paper
  • First Online:
Information Search, Integration, and Personalization (ISIP 2015)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 622))

  • 343 Accesses

Abstract

With the spread of the Internet, the increase of damage caused by malware has become a worldwide problem. Malicious persons attack computer systems by focusing on their some vulnerabilities called security holes in order to install malware. Especially, a zero-day attack is a serious problem that tries to attack through a certain security hole before the treatment against it. So, the visualization of network traffic is very important in order to find out such attacks. In this paper, the authors propose a visualization system called PacketVisualization of darknet data using Treemap layout algorithm and its extended version using Edge Bundling for analysis of such attacks and shows some visualization examples.

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Acknowledgements

This work was partially supported by Proactive Response Against Cyber-attacks Through International Collaborative Exchange (PRACTICE), Ministry of Internal Affairs and Communications, Japan.

Author information

Authors and Affiliations

  1. Graduate School/Faculty of Information Science and Electrical Engineering, Kyushu University, Motooka 744, Nishi-ku, Fukuoka, Japan

    Ryo Takayanagi & Yoshihiro Okada

  2. Institute of Systems, Information Technologies and Nanotechnologies (ISIT), Fukuoka SRP Center Building 7F, Momochihama 2-1-22, Sawara-ku, Fukuoka, 814-0001, Japan

    Yoshihiro Okada

Authors
  1. Ryo Takayanagi
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  2. Yoshihiro Okada
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Corresponding author

Correspondence to Yoshihiro Okada .

Editor information

Editors and Affiliations

  1. University of North Dakota, Grand Forks, North Dakota, USA

    Emanuel Grant

  2. Université de Cergy-Pontoise, Pontoise, France

    Dimitris Kotzinos

  3. Université de Cergy-Pontoise, Pontoise, France

    Dominique Laurent

  4. LRI, University of Paris South LRI, Orsay, France

    Nicolas Spyratos

  5. Information Science, Knowledge Media Lab, Hokkaido University, Sapporo, Hokkaido, Japan

    Yuzuru Tanaka

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Takayanagi, R., Okada, Y. (2016). Visualization System by Combinatorial Use of Edge Bundling and Treemap for Network Traffic Data Analysis. In: Grant, E., Kotzinos, D., Laurent, D., Spyratos, N., Tanaka, Y. (eds) Information Search, Integration, and Personalization. ISIP 2015. Communications in Computer and Information Science, vol 622. Springer, Cham. https://doi.org/10.1007/978-3-319-43862-7_7

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  • DOI: https://doi.org/10.1007/978-3-319-43862-7_7

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-43861-0

  • Online ISBN: 978-3-319-43862-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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