Abstract
There is an unstoppable rise of the number of smartphones worldwide and, as several applications requires an Internet access, these mobile devices are exposed to the malicious effects of malware. Of particular interest is the malware which is propagated using bluetooth connections since it infects devices in its proximity as does biological virus. The main goal of this work is to introduce a new mathematical model to study the spread of a bluetooth mobile malware. Specifically, it is a compartmental model where the mobile devices are classified into four types: susceptibles, carriers, exposed and infectious; its dynamic is governed by means of a couple of two-dimensional cellular automata. Some computer simulations are shown and analyzed in order to determine how a proximity mobile malware might spread under different conditions.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Atzori, L., Iera, A., Morabito, G.: The Internet of Things: A survey. Comput. Netw. 54(15), 2787–2805 (2010)
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)
International Data Corporation (IDC), http://www.idc.com/
Jackson, J.T., Creese, S.: Virus Propagation in Heterogeneous Bluetooth Networks with Human Behaviors. IEEE T. Depend. Secure 9(6), 930–943 (2012)
Mickens, J.W., Noble, B.D.: Modeling Epidemic Spreading in Mobile Environments. In: Proc. of the 4th ACM Workshop on Wireless Security, pp. 77–86. ACM Press, NY (2005)
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)
Ramachandran, K., Sikdar, B.: On the Stability of the Malware Free Equilibrium in Cell Phones Networks with Spatial Dynamics. In: Proc. of the 2007 IEEE International Conference on Communications, pp. 6169–6174. IEEE Press (2007)
Ramachandran, K., Sikdar, B.: Modeling Malware Propagation in Networks of Smart Cell Phones with Spatial Dynamics. In: Proc. of the 26th IEEE International Conference on Computer Communications, pp. 2516–2520. IEEE Press (2007)
Rhodes, C.J., Nekovee, M.: The opportunistic transmission of wireless worms between mobile devices. Physica A 387, 6837–6844 (2008)
Sathyan, J., Anoop, N., Narayan, N., Vallathai, S.K.: A Comprohensive Guide to Enterprise Mobility. CRC Press (2012)
Wei, X., Zhao-Hui, L., Zeng-Qiang, C., Zhu-Zhi, Y.: Commwarrior worm propagation model for smart phone networks. J. China U Posts Telecommun. 15(2), 60–66 (2008)
Wolfram, S.: A New Kind of Science. Wolfram Media Inc., Champaign (2002)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
del Rey, Á.M., Sánchez, G.R. (2014). A CA Model for Mobile Malware Spreading Based on Bluetooth Connections. In: Herrero, Á., et al. International Joint Conference SOCO’13-CISIS’13-ICEUTE’13. Advances in Intelligent Systems and Computing, vol 239. Springer, Cham. https://doi.org/10.1007/978-3-319-01854-6_63
Download citation
DOI: https://doi.org/10.1007/978-3-319-01854-6_63
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-01853-9
Online ISBN: 978-3-319-01854-6
eBook Packages: EngineeringEngineering (R0)