VoIP Profiler: Profiling Voice over IP User Communication Behavior
作者： Sainath Batthalla , Mayank Swarnkar , Neminath Hubballi , Maitreya Natu
DOI: 10.1109/ARES.2016.19
关键词:
摘要: Understanding the user behavior in Voice over IP (VoIP) communication has twofold advantages. It helps detecting anomalies and also planning VoIP infrastructure deployment optimization. Anomalies arise out of various attacks misuses like flooding, malformed messages spam messages. In this paper we propose Profiler a method for profiling activities at level. For users identify set parameters compute statistics these each using traffic. Subsequently use to classify (and detect anomalies). We simulate an enterprise network experiment with large scale dataset different types high success rate.
sci-hub.se 参考文章(21)
Kyoung-Hee Ko, Hyun Cheol Jeong, Chang-Yong Lee, Jeong-Wook Kim, Hwan-Kuk Kim, A VoIP Traffic Monitoring System based on NetFlow v9 ,(2009)
Mohamed Nassar, Radu State, Olivier Festor, Labeled VoIP data-set for intrusion detection evaluation EUNICE'10 Proceedings of the 16th EUNICE/IFIP WG 6.6 conference on Networked services and applications: engineering, control and management. pp. 97- 106 ,(2010) , 10.1007/978-3-642-13971-0_10
Mohamed Nassar, Radu State, Olivier Festor, Monitoring SIP Traffic Using Support Vector Machines recent advances in intrusion detection. ,vol. 5230, pp. 311- 330 ,(2008) , 10.1007/978-3-540-87403-4_17
Tetsuya Kusumoto, Joon Heo, Eric Y. Chen, Mitsutaka Itoh, A statistical analysis method for detecting Mass Call Spam in SIP-based VoIP service asia-pacific symposium on information and telecommunication technologies. pp. 1- 6 ,(2010)
Ismail Dalgic, Hanlin Fang, Comparison of H.323 and SIP for IP telephony signaling Proceedings of SPIE. ,vol. 3845, pp. 106- 122 ,(1999) , 10.1117/12.371194
Angelos D. Keromytis, A Comprehensive Survey of Voice over IP Security Research IEEE Communications Surveys and Tutorials. ,vol. 14, pp. 514- 537 ,(2012) , 10.1109/SURV.2011.031611.00112
Hun Jeong Kang, Zhi-Li Zhang, Supranamaya Ranjan, Antonio Nucci, SIP-based VoIP traffic behavior profiling and its applications Proceedings of the 3rd annual ACM workshop on Mining network data - MineNet '07. pp. 39- 44 ,(2007) , 10.1145/1269880.1269891
Jin Tang, Yu Cheng, Yong Hao, Detection and prevention of SIP flooding attacks in voice over IP networks international conference on computer communications. pp. 1161- 1169 ,(2012) , 10.1109/INFCOM.2012.6195475
Hai Huang, Hong-Tao Yu, Xiao-Lei Feng, A SPIT Detection Method Using Voice Activity Analysis international conference on multimedia information networking and security. ,vol. 2, pp. 370- 373 ,(2009) , 10.1109/MINES.2009.253
Mohamed Nassar, Radu Stat, Olivier Festor, A Framework for Monitoring SIP Enterprise Networks 2010 Fourth International Conference on Network and System Security. pp. 1- 8 ,(2010) , 10.1109/NSS.2010.79