M. Basseville and I. V. Nikiforov, Detection of Abrupt Changes: Theory and Applications, 1993.

P. Billingsley, Convergence of probability measures, 1968.
DOI : 10.1002/9780470316962

B. E. Brodsky and B. S. Darkhovsky, Nonparametric Methods in Change-Point Problems, 1993.
DOI : 10.1007/978-94-015-8163-9

M. Csörg?-o and L. Horváth, Limit theorems in change-point analysis, 1997.

E. Dijkstra, A note on two problems in connexion with graphs, Numerische Mathematik, vol.4, issue.1, pp.269-271, 1959.
DOI : 10.1007/BF01386390

P. Erd?-os and A. Rényi, On random graphs, I. Publ. Math. Debrecen, vol.6, pp.290-297, 1959.

E. Gombay and S. Liu, A Nonparametric Test for Change in Randomly Censored Data, The Canadian Journal of Statistics / La Revue Canadienne de Statistique, vol.28, issue.1, pp.113-121, 2000.
DOI : 10.2307/3315885

L. Huang, X. Nguyen, M. Garofalakis, M. I. Jordan, A. Joseph et al., In-network pca and anomaly detection, Advances in Neural Information Processing Systems 19, pp.617-624, 2007.

B. Krishnamurthy, S. Sen, Y. Zhang, C. , and Y. , Sketch-based change detection, Proceedings of the 2003 ACM SIGCOMM conference on Internet measurement , IMC '03, pp.234-247, 2003.
DOI : 10.1145/948205.948236

A. Lakhina, M. Crovella, and C. Diot, Diagnosing network-wide traffic anomalies, SIGCOMM '04: Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications, pp.219-230, 2004.
DOI : 10.1145/1015467.1015492
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1.1838

C. Lévy-leduc and F. Roueff, Detection and localization of change-points in high-dimensional network traffic data, The Annals of Applied Statistics, vol.3, issue.2, pp.637-662, 2009.
DOI : 10.1214/08-AOAS232

A. Nucci, A. Sridharan, and N. Taft, The problem of synthetically generating IP traffic matrices, ACM SIGCOMM Computer Communication Review, vol.35, issue.3, pp.19-32, 2005.
DOI : 10.1145/1070873.1070876

C. Park, F. Hernandez-campos, J. Marron, and F. D. Smith, Long-range dependence in a changing Internet traffic mix, Computer Networks, vol.48, issue.3, pp.401-422, 2005.
DOI : 10.1016/j.comnet.2004.11.018

V. A. Siris and F. Papagalou, Application of anomaly detection algorithms for detecting SYN flooding attacks, IEEE International Conference on Network, pp.1433-1442, 2004.
DOI : 10.1016/j.comcom.2005.09.008

R. Susitaival, I. Juva, M. Peuhkuri, and S. Aalto, Characteristics of origin-destination pair traffic in Funet, Telecommunication Systems, vol.33, issue.1-3, pp.67-88, 2006.
DOI : 10.1007/s11235-006-9007-z

A. Tartakovsky, B. Rozovskii, R. Blazek, K. , and H. , Detection of intrusions in information systems by sequential change-point methods, Statistical Methodology, vol.3, issue.3, pp.252-340, 2006.
DOI : 10.1016/j.stamet.2005.05.003

A. W. Van-der-vaart, Asymptotic statistics, volume 3 of Cambridge Series in Statistical and Probabilistic Mathematics, 1998.

H. Wang, D. Zhang, and K. G. Shin, Detecting syn flooding attacks, INFOCOM 2002. Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies, pp.1530-1539, 2002.