- Manikopoulos, C.; Papavassiliou, S.;Network
intrusion and fault detection: a statistical anomaly approach ,Communications
Magazine, IEEE ,Volume: 40 , Issue: 10 , Oct. 2002 ,Pages:76 - 82
- Z. Zhang, C. Manikopoulos, J. Jorgenson, Representation and Reduction
of Network Intrusion Detection Data, WSEAS Transaction on Communications,
issue 1, vol. 1, ISSN: 1109-2742, 2002,pp. 47-52
- Z. Zhang, C. Manikopoulos, Neural
Networks in Statistical Anomaly Intrusion Detection, Neural Network
Word, International Journal of Non-Standard Computing and Artificial
Intelligence, vol.11, no. 3, pp. 305-316, 2001
- Z. Zhang, J. Li, C. Manikopoulos, J. Jorgenson and J. Ucles, ¡°A
Hierarchical Anomaly Network Intrusion Detection System Using Neural
Network Classification¡±, Advances in Neural Networks and Applications,
N. Mastoraks (Ed.), World Scientific and Engineering Society Press,
ISBN: 960-8052-26-2, 2001, pp. 333-338
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- Z. Zhang and C. Maniokpoulos, "Investigation of Neural Network
Classification of Computer Network Attacks", Proceedings of the
International Conference on information Technology:Research and Education
(ITRE2003), August 2003
- Z. Zhang, C. Manikopoulos, J. Jorgenson, Methods of Classifier Training
for Anomaly Network Intrusion Detection in a Deployed Network Using
Test Network Information, Proceedings of the 3rd Annual IEEE Systems,
Mans, Cybernetics Information Assurance Workshop (IAW 2002), June 2002
- Z. Zhang, C. Manikopoulos, and J. Jorgenson, Experimental Comparison
of Binning Schemens in Representing Network Intrusion Detection Data,
Proceedings of the 36th Conference of Information Science and Systems
(CISS 2002), March 2002
- Z. Zhang, C. Manikopoulos, J. Jorgenson,
Architecture of Generalized
Network Service Anomaly and Fault Thresholds, Proceedings of IFIP/IEEE
International Conference on Management of Multimedia Networks and Services
(MMNS 2001), October 2001
- Z. Zhang, C. Manikopoulos, J. Jorgenson, J. Ucles,
Comparison of
Wavelet Compression Algorithms in Network Intrusion Detection, Proceedings
of International Conference on Computing and Information Technology
(ICCIT 2001), Oct. 2001
- Z. Zhang, J. Li, C. Manikopoulos, J. Jorgenson, J. Ucles,
HIDE: a
hierarchical network intrusion detection system using statistical preprocessing
and neural network classification, Proceedings of the 2nd Annual IEEE
Systems, Mans, Cybernetics Information Assurance Workshop (IAW 2001),
June 2001
- Z. Zhang, J. Li, C. Manikopoulos, J. Jorgenson, J. Ucles, Neural
Networks in Statistical Intrusion Detection, Proceedings of the 5th
World Multiconference on Circuits, Systems, Communications & Computers
(CSCC 2001), July 2001
- Z. Zhang, J. Li, C. Manikopoulos, J. Jorgenson, J. Ucles,
A Hierarchical
Anomaly Network Intrusion Detection System Using Neural Network Classification,
CD-ROM Proceedings of 2001 WSES International Conference on: Neural
Networks and Applications (NNA 01), Feb. 2001
- Bin He, Constantine N. Manikopoulos: A
Comparison between Two Error Detection Techniques Using Arithmetic Coding.
Data Compression Conference 2001: 497
- Zheng Zhang, Constantine N. Manikopoulos, Jay Jorgenson: Architecture
of Generalized Network Service Anomaly and Fault Thresholds. MMNS
2001: 241-255
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