Hunting attacks in the dark: clustering and correlation analysis for unsupervised anomaly detection-Reference-Cited by-同舟云学术

Hunting attacks in the dark: clustering and correlation analysis for unsupervised anomaly detection

Published:2015-07-31 Issue:5 Volume:25 Page:283-305
ISSN:1055-7148
Container-title:International Journal of Network Management
language:en
Short-container-title:Int. J. Network Mgmt

Author:

Mazel Johan¹,Casas Pedro²,Fontugne Romain¹,Fukuda Kensuke¹,Owezarski Philippe³⁴

Affiliation:

1. National Institute of Informatics (NII); Tokyo Japan

2. The Telecommunications Research Center Vienna (FTW); Vienna Austria

3. CNRS, LAAS; 7 avenue du colonel Roche Toulouse Cedex 4 F-31077 France

4. Université de Toulouse; UPS, INSA, INP, ISAE; UT1, UTM, LAAS; Toulouse Cedex 4 F-31077 France

Funder

European Commission

Publisher

Wiley

Subject

Computer Networks and Communications,Computer Science Applications

Reference51 articles.

1. Casas P Mazel J Owezarski P Steps towards autonomous network security: unsupervised detection of network attacks. Proceedings of the 4th IFIP International Conference on New Technologies, Mobility and Security, Paris, France 2011 1 5

2. Mazel J Casas P Labit Y Owezarski P Sub-space clustering, inter-clustering results association & anomaly correlation for unsupervised network anomaly detection. Proceedings of the 7th International Conference on Network and Service Management, Paris, France 2011 1 8

3. Cho K Mitsuya K Kato A Traffic data repository at the wide project. Proceedings of the Annual Conference on USENIX Annual Technical Conference, San Diego, CA, USA 2000 51 56

4. Fontugne R Borgnat P Abry P Fukuda K MAWILab: combining diverse anomaly detectors for automated anomaly labeling and performance benchmarking. Proceedings of the 10th International Conference on Emerging Networking Experiments and Technologies (CoNEXT), Philadelphia, PA, USA 2010 8:1 8:12

5. A Hough-transform-based anomaly detector with an adaptive time interval;Fontugne;ACM SIGAPP Applied Computing Review,2011

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