Monitoramento Colaborativo de Redes Sem-fio: Acurácia do Sistema e Denúncia de Farejadores Maliciosos
Resumo
A concepção de estratégias adaptativas baseadas em medidas de tráfego em redes sem-fio é desafiadora. Neste trabalho, demonstra-se através de experimentos que a caracterização acurada dessas redes é viável com o aumento do número de traços coletados. Isso significa que a colaboração dos usuários é fundamental. Uma consequência dessa participação, entretanto, é a possível incidência de ações maliciosas no sistema de medidas. Assim, este trabalho avalia a influência de nós maliciosos bem como analisa uma estratégia de detecção baseada na relevância de cada traço coletado. Os resultados mostram que a eficiência da detecção é ligada à densidade dos nós monitores e à quantidade de informações falsas inseridas.
Referências
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Antoniadis, P., Grand, B. L., Satsiou, A., Tassiulas, L., Aguiar, R., Barraca, J. P. e Sargento, S. (2008). Community building over neighborhood wireless mesh networks. IEEE Technology and Society, 27(1):48–56.
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Claveirole, T. e de Amorim, M. D. (2012). ManipulatingWi-Fi packet traces with WiPal: design and experience. Software Practice & Experience, 42(5):585–599.
Darling, D. A. (1957). The Kolmogorov-Smirnov, Cramér-von Mises Tests. The Annals of Mathematical Statistics, 28(4):823–838.
Dean, R. B. e Dixon,W. J. (1951). Simplified statistics for small numbers of observations. Analytical Chemistry, 23(4):636–638.
Kanuparthy, P., Dovrolis, C., Papagiannaki, K., Seshan, S. e Steenkiste, P. (2012). Can user-level probing detect and diagnose common home-WLAN pathologies? SIGCOMM Comput. Commun. Rev., 42(1):7–15.
Kone, V., Zheleva, M., Wittie, M., Zhao, B. Y., Belding, E. M., Zheng, H. e Almeroth, K. (2011). AirLab: consistency, fidelity and privacy in wireless measurements. SIGCOMM Comput. Commun. Rev., 41(1):60–65.
Li, W., Mok, K. P., Wu, D. e Chang, R. (2015). On the accuracy of smartphone-based mobile network measurement. Em IEEE INFOCOM, p. 1–9.
Mahajan, R., Rodrig, M., Wetherall, D. e Zahorjan, J. (2006). Analyzing the MAC-level behavior of wireless networks in the wild. Em ACM SIGCOMM, p. 75–86.
Paul, U. K., Buddhikot, M. M. e Das, S. R. (2013). Passive measurement of interference in WiFi networks with application in misbehavior detection. IEEE TMC, 12(3):434–446.
Ravindranath, L., Newport, C., Balakrishnan, H. e Madden, S. (2011). Improving wireless network performance using sensor hints. Em USENIX NSDI, p. 1–14.
Raya, M., Aad, I., Hubaux, J.-P. e Fawal, A. E. (2006). DOMINO: detecting MAC layer greedy behavior in IEEE 802.11 hotspots. IEEE TMC, 5(12):1691–1705.
Robinson, J., Swaminathan, R. e Knightly, E. W. (2008). Assessment of urban-scale wireless networks with a small number of measurements. Em ACM MobiCom, p. 187– 198.
Schulman, A., Levin, D. e Spring, N. (2008). On the fidelity of 802.11 packets traces. Em PAM, p. 132–141.
Sheng, Y., Chen, G., Yin, H., Tan, K., Deshpande, U., Vance, B., Kotz, D., Campbell, A., Mcdonald, C., Henderson, T. e Wright, J. (2008). Map: a scalable monitoring system for dependable 802.11 wireless networks. Wireless Communications, 15(5):10–18.
Srinivasan, K., Kazandjieva, M. A., Jain, M., Kim, E. e Levis, P. (2008). SWAT: enabling wireless network measurements. Em ACM SenSys, p. 395–396.
Yeo, J., Youssef, M. e Agrawala, A. (2004). A framework for wireless LAN monitoring and its applications. Em ACM WiSe, p. 70–79.
Yi, C.-W. (2009). A unified analytic framework based on minimum scan statistics for wireless ad hoc and sensor networks. IEEE Transactions on Parallel and Distributed Systems, 20(9):1233–1245.
Antoniadis, P., Grand, B. L., Satsiou, A., Tassiulas, L., Aguiar, R., Barraca, J. P. e Sargento, S. (2008). Community building over neighborhood wireless mesh networks. IEEE Technology and Society, 27(1):48–56.
Cheng, Y.-C., Bellardo, J., Benkö, P., Snoeren, A. C., Voelker, G. M. e Savage, S. (2006).
Jigsaw: solving the puzzle of enterprise 802.11 analysis. Em ACM SIGCOMM, p. 39–50.
Cisco (2015). VNI mobile forecast highlights, 2014 - 2019.
Claveirole, T. e de Amorim, M. D. (2012). ManipulatingWi-Fi packet traces with WiPal: design and experience. Software Practice & Experience, 42(5):585–599.
Darling, D. A. (1957). The Kolmogorov-Smirnov, Cramér-von Mises Tests. The Annals of Mathematical Statistics, 28(4):823–838.
Dean, R. B. e Dixon,W. J. (1951). Simplified statistics for small numbers of observations. Analytical Chemistry, 23(4):636–638.
Kanuparthy, P., Dovrolis, C., Papagiannaki, K., Seshan, S. e Steenkiste, P. (2012). Can user-level probing detect and diagnose common home-WLAN pathologies? SIGCOMM Comput. Commun. Rev., 42(1):7–15.
Kone, V., Zheleva, M., Wittie, M., Zhao, B. Y., Belding, E. M., Zheng, H. e Almeroth, K. (2011). AirLab: consistency, fidelity and privacy in wireless measurements. SIGCOMM Comput. Commun. Rev., 41(1):60–65.
Li, W., Mok, K. P., Wu, D. e Chang, R. (2015). On the accuracy of smartphone-based mobile network measurement. Em IEEE INFOCOM, p. 1–9.
Mahajan, R., Rodrig, M., Wetherall, D. e Zahorjan, J. (2006). Analyzing the MAC-level behavior of wireless networks in the wild. Em ACM SIGCOMM, p. 75–86.
Paul, U. K., Buddhikot, M. M. e Das, S. R. (2013). Passive measurement of interference in WiFi networks with application in misbehavior detection. IEEE TMC, 12(3):434–446.
Ravindranath, L., Newport, C., Balakrishnan, H. e Madden, S. (2011). Improving wireless network performance using sensor hints. Em USENIX NSDI, p. 1–14.
Raya, M., Aad, I., Hubaux, J.-P. e Fawal, A. E. (2006). DOMINO: detecting MAC layer greedy behavior in IEEE 802.11 hotspots. IEEE TMC, 5(12):1691–1705.
Robinson, J., Swaminathan, R. e Knightly, E. W. (2008). Assessment of urban-scale wireless networks with a small number of measurements. Em ACM MobiCom, p. 187– 198.
Schulman, A., Levin, D. e Spring, N. (2008). On the fidelity of 802.11 packets traces. Em PAM, p. 132–141.
Sheng, Y., Chen, G., Yin, H., Tan, K., Deshpande, U., Vance, B., Kotz, D., Campbell, A., Mcdonald, C., Henderson, T. e Wright, J. (2008). Map: a scalable monitoring system for dependable 802.11 wireless networks. Wireless Communications, 15(5):10–18.
Srinivasan, K., Kazandjieva, M. A., Jain, M., Kim, E. e Levis, P. (2008). SWAT: enabling wireless network measurements. Em ACM SenSys, p. 395–396.
Yeo, J., Youssef, M. e Agrawala, A. (2004). A framework for wireless LAN monitoring and its applications. Em ACM WiSe, p. 70–79.
Yi, C.-W. (2009). A unified analytic framework based on minimum scan statistics for wireless ad hoc and sensor networks. IEEE Transactions on Parallel and Distributed Systems, 20(9):1233–1245.
Publicado
20/07/2015
Como Citar
CAMPISTA, Miguel; SAMMARCO, Matteo; DE AMORIM, Marcelo; RAZAFINDRALAMBO, Tahiry.
Monitoramento Colaborativo de Redes Sem-fio: Acurácia do Sistema e Denúncia de Farejadores Maliciosos. In: WORKSHOP EM DESEMPENHO DE SISTEMAS COMPUTACIONAIS E DE COMUNICAÇÃO (WPERFORMANCE), 14. , 2015, Recife.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2015
.
p. 93-106.
ISSN 2595-6167.
DOI: https://doi.org/10.5753/wperformance.2015.10400.
