Network intrusion and fault detection: a statistical anomaly approach
作者： C. Manikopoulos , S. Papavassiliou
DOI: 10.1109/MCOM.2002.1039860
关键词: Wireless ad hoc network 、 Anomaly (natural sciences) 、 Fault detection and isolation 、 Anomaly detection 、 Anomaly-based intrusion detection system 、 Data mining 、 Statistical model 、 Computer science 、 The Internet 、 Traffic intensity
摘要: … Our method uses statistical models and multivariate classifiers to detect anomalous network … The technique of statistical anomaly and intrusion detection is the focal point of this article. …
acm.org
sci-hub.se 参考文章(9)
David J. Fried, Robert K. Cunningham, Richard Lippmann, Isaac Graf, Kris R. Kendall, Seth E. Webster, Marc A. Zissman, Results of the DARPA 1998 offline intrusion detection evaluation recent advances in intrusion detection. ,(1999)
A. Householder, K. Houle, C. Dougherty, Computer attack trends challenge Internet security IEEE Computer. ,vol. 35, pp. 5- 7 ,(2002) , 10.1109/MC.2002.1012422
J.B.D. Caberera, B. Ravichandran, R.K. Mehra, Statistical traffic modeling for network intrusion detection modeling analysis and simulation on computer and telecommunication systems. pp. 466- 473 ,(2000) , 10.1109/MASCOT.2000.876573
L.T. Heberlein, G.V. Dias, K.N. Levitt, B. Mukherjee, J. Wood, D. Wolber, A network security monitor ieee symposium on security and privacy. pp. 296- 304 ,(1990) , 10.1109/RISP.1990.63859
Jose Mauricio Bonifacio, Adriano M Cansian, ACPLF De Carvalho, Edson S Moreira, None, Neural networks applied in intrusion detection systems international joint conference on neural network. ,vol. 1, pp. 205- 210 ,(1998) , 10.1109/IJCNN.1998.682263
G. Vigna, R.A. Kemmerer, NetSTAT: a network-based intrusion detection approach annual computer security applications conference. pp. 25- 34 ,(1998) , 10.1109/CSAC.1998.738566
L.L. Ho, D.J. Cavuto, S. Papavassiliou, A.G. Zawadzki, Adaptive and automated detection of service anomalies in transaction-oriented WANs: network analysis, algorithms, implementation, and deployment IEEE Journal on Selected Areas in Communications. ,vol. 18, pp. 744- 757 ,(2000) , 10.1109/49.842990
D.E. Denning, An Intrusion-Detection Model IEEE Transactions on Software Engineering. ,vol. 13, pp. 222- 232 ,(1987) , 10.1109/TSE.1987.232894
Zheng Zhang, Jun Li, CN Manikopoulos, Jay Jorgenson, Jose Ucles, HIDE : a Hierarchical Network Intrusion Detection System Using Statistical Preprocessing and Neural Network Classification information assurance and security. ,(2001)