A BasisEvolution framework for network traffic anomaly detection
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Matthew Roughan | Bin Fang | Hui Xia | Kenjiro Cho | Paul Tune | M. Roughan | Bin Fang | Kenjiro Cho | Paul Tune | Huifen Xia
[1] Konstantina Papagiannaki,et al. Structural analysis of network traffic flows , 2004, SIGMETRICS '04/Performance '04.
[2] Kuai Xu,et al. Behavior Analysis of Internet Traffic via Bipartite Graphs and One-Mode Projections , 2014, IEEE/ACM Trans. Netw..
[3] Ali A. Ghorbani,et al. IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS—PART C: APPLICATIONS AND REVIEWS 1 Toward Credible Evaluation of Anomaly-Based Intrusion-Detection Methods , 2022 .
[4] Matthew Roughan. On the Beneficial Impact of Strong Correlations for Anomaly Detection , 2009 .
[5] G. Karypis,et al. Criterion functions for document clustering , 2005 .
[6] Jyh-Shen Chiou,et al. The antecedents of consumers' loyalty toward Internet Service Providers , 2004, Inf. Manag..
[7] Ji Zhang,et al. Detecting anomalies from big network traffic data using an adaptive detection approach , 2015, Inf. Sci..
[8] Peter Filzmoser,et al. Robust feature selection and robust PCA for internet traffic anomaly detection , 2012, 2012 Proceedings IEEE INFOCOM.
[9] Mohiuddin Ahmed,et al. A survey of network anomaly detection techniques , 2016, J. Netw. Comput. Appl..
[10] Franz Pernkopf,et al. Sparse nonnegative matrix factorization with ℓ0-constraints , 2012, Neurocomputing.
[11] Jugal K. Kalita,et al. Network Anomaly Detection: Methods, Systems and Tools , 2014, IEEE Communications Surveys & Tutorials.
[12] Matthew Roughan,et al. Large-scale measurement and modeling of backbone Internet traffic , 2002, SPIE ITCom.
[13] Bu-Sung Lee,et al. Detection of network anomalies using Improved-MSPCA with sketches , 2017, Comput. Secur..
[14] Christophe Diot,et al. Diagnosing network-wide traffic anomalies , 2004, SIGCOMM.
[15] Tom Fawcett,et al. An introduction to ROC analysis , 2006, Pattern Recognit. Lett..
[16] Donald F. Towsley,et al. Code red worm propagation modeling and analysis , 2002, CCS '02.
[17] Jaideep Srivastava,et al. A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection , 2003, SDM.
[18] Bu Sung Lee Francis,et al. Combining MIC feature selection and feature-based MSPCA for network traffic anomaly detection , 2016, 2016 Third International Conference on Digital Information Processing, Data Mining, and Wireless Communications (DIPDMWC).
[19] Gabriel Maciá-Fernández,et al. Anomaly-based network intrusion detection: Techniques, systems and challenges , 2009, Comput. Secur..
[20] Brett J. Borghetti,et al. A Survey of Distance and Similarity Measures Used Within Network Intrusion Anomaly Detection , 2015, IEEE Communications Surveys & Tutorials.
[21] Rua-Huan Tsaih,et al. Network-traffic anomaly detection with incremental majority learning , 2015, 2015 International Joint Conference on Neural Networks (IJCNN).
[22] Paul Barford,et al. Characteristics of network traffic flow anomalies , 2001, IMW '01.
[23] VARUN CHANDOLA,et al. Anomaly detection: A survey , 2009, CSUR.
[24] Ling Huang,et al. In-Network PCA and Anomaly Detection , 2006, NIPS.
[25] Justin Zobel,et al. How reliable are the results of large-scale information retrieval experiments? , 1998, SIGIR '98.
[26] Paul Barford,et al. BasisDetect: a model-based network event detection framework , 2010, IMC '10.
[27] E. Sober,et al. The Principle of Parsimony , 1981, The British Journal for the Philosophy of Science.
[28] Cheng Yao,et al. Multi‐scale anomaly detection for high‐speed network traffic , 2015, Trans. Emerg. Telecommun. Technol..
[29] Jennifer Rexford,et al. Sensitivity of PCA for traffic anomaly detection , 2007, SIGMETRICS '07.
[30] Ioannis Lambadaris,et al. Studies in applying PCA and wavelet algorithms for network traffic anomaly detection , 2013, 2013 IEEE 14th International Conference on High Performance Switching and Routing (HPSR).
[31] Baolin Yin,et al. Structural analysis of network traffic matrix via relaxed principal component pursuit , 2011, Comput. Networks.
[32] P. Filzmoser,et al. Algorithms for Projection-Pursuit Robust Principal Component Analysis , 2007 .
[33] Albert G. Greenberg,et al. Experience in measuring backbone traffic variability: models, metrics, measurements and meaning , 2002, IMW '02.
[34] H. Sebastian Seung,et al. Algorithms for Non-negative Matrix Factorization , 2000, NIPS.
[35] Matthew Roughan,et al. A comparison of information criteria for traffic model selection , 2016, 2016 10th International Conference on Signal Processing and Communication Systems (ICSPCS).
[36] Paul Barford,et al. A signal analysis of network traffic anomalies , 2002, IMW '02.
[37] Bo Liu,et al. A Real-Time Detection Approach to Network Traffic Anomalies in Communication Networks , 2016 .
[38] Hidema Tanaka,et al. Quantification for Intrusion Detection System Using Discrete Fourier Transform , 2016, 2016 International Conference on Information Science and Security (ICISS).