TECHNOLOGY Proposed Algorithm for Network Traffic Classification Based On DB Scan
作者： Shevali Agarwal , Shubhi Kesharwani , Anurag Punde
DOI:
关键词:
摘要: The trend of using internet is increasing rapidly . Everyone wants to share their information on the urgent basis but in secured manner. Security issues ha ve posed giant problems within organization Many researchers have given solution for intrusion detection system. In this they are unable find labeled and unlabeled data. Due efficiency IDS g ets decreased it generates wrong alarm p lace. paper we an algorithm called DBSCAN that increases
ijesrt.com 参考文章(8)
Sandeep V. Sabnani, Andreas Fuchsberger, Computer Security: A Machine Learning Approach ,(2008)
Hans-Peter Kriegel, Martin Ester, Jörg Sander, Xiaowei Xu, A density-based algorithm for discovering clusters in large spatial Databases with Noise knowledge discovery and data mining. pp. 226- 231 ,(1996)
Herbert J. Mattord, Michael E. Whitman, Principles of Information Security ,(2002)
Jeffrey Erman, Anirban Mahanti, Martin Arlitt, Ira Cohen, Carey Williamson, Offline/realtime traffic classification using semi-supervised learning Performance Evaluation. ,vol. 64, pp. 1194- 1213 ,(2007) , 10.1016/J.PEVA.2007.06.014
Amita Shrivastav, Aruna Tiwari, Network Traffic Classification Using Semi-Supervised Approach international conference machine learning and computing. pp. 345- 349 ,(2010) , 10.1109/ICMLC.2010.79
Caihong Yang, Fei Wang, Benxiong Huang, Internet Traffic Classification Using DBSCAN wase international conference on information engineering. ,vol. 2, pp. 163- 166 ,(2009) , 10.1109/ICIE.2009.97
Zhou Xusheng, Zhou Yu, Application of Clustering Algorithms in Ip Traffic Classification wri global congress on intelligent systems. ,vol. 2, pp. 399- 403 ,(2009) , 10.1109/GCIS.2009.139
Hans-Peter Kriegel, Martin Ester, Jörg Sander, Xiaowei Xu, A density-based algorithm for discovering clusters a density-based algorithm for discovering clusters in large spatial databases with noise knowledge discovery and data mining. pp. 226- 231 ,(1996)