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A Cellular Automata Model for Mobile Worm Propagation

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Bioinspired Computation in Artificial Systems (IWINAC 2015)

Abstract

The mobile devices, and especially the smartphones, are exposed to the malicious effects of malware. In this sense the study, simulation and control of epidemic processes due to malware is an important issue. The main goal of this work is to introduce a new mathematical model to study the spread of a mobile computer worm. Its dynamic is governed by means of two cellular automata based on logic transition functions. Some computer simulations are shown and analyzed in order to determine how a mobile worm might spread under different conditions.

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References

  1. Cheng, S.M., Ao, W.C., Chen, P.Y., Chen, K.C.: On Modeling Malware Propagation in Generalized Social Networks. IEEE Commun. Lett. 15(1), 25–27 (2011)

    Article  Google Scholar 

  2. Jackson, J.T., Creese, S.: Virus Propagation in Heterogeneous Bluetooth Networks with Human Behaviors. IEEE T. Depend. Secure 9(6), 930–943 (2012)

    Article  Google Scholar 

  3. del Rey, A.M., Sánchez, G.R.: A CA model for mobile malware spreading based on bluetooth connections. In: Herrero, A., et al. (eds.) International Joint Conference SOCO 2013-CISIS 2013-ICEUTE 2013. AISC, vol. 239, pp. 619–629. Springer, Heidelberg (2014)

    Google Scholar 

  4. Merler, S., Jurman, G. A combinatorial model of malware diffusion via Bluetooth connections. PLos ONE 8, art. no. e59468 (2013)

    Google Scholar 

  5. Peng, S., Wang, G., Yu, S.: Modeling the dynamics of worm propagation using two-dimensional cellular automata in smartphones. J. Comput. System Sci. 79(5), 586–595 (2013)

    Article  MathSciNet  Google Scholar 

  6. Rhodes, C.J., Nekovee, M.: The opportunistic transmission of wireless worms between mobile devices. Physica A 387, 6837–6844 (2008)

    Article  Google Scholar 

  7. Wolfram, S.: A New Kind of Science. Wolfram Media Inc., Champaign (2002)

    MATH  Google Scholar 

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Correspondence to A. Martín del Rey .

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© 2015 Springer International Publishing Switzerland

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del Rey, A.M., Encinas, A.H., Vaquero, J.M., Dios, A.Q., Sánchez, G.R. (2015). A Cellular Automata Model for Mobile Worm Propagation. In: Ferrández Vicente, J., Álvarez-Sánchez, J., de la Paz López, F., Toledo-Moreo, F., Adeli, H. (eds) Bioinspired Computation in Artificial Systems. IWINAC 2015. Lecture Notes in Computer Science(), vol 9108. Springer, Cham. https://doi.org/10.1007/978-3-319-18833-1_12

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  • DOI: https://doi.org/10.1007/978-3-319-18833-1_12

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-18832-4

  • Online ISBN: 978-3-319-18833-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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