Is the Apparent Self-Similarity of the Broadband Traffic Due to Non Stationarity? - Sandrine Vaton; Hayri Korezlioglu; Thierry Chonavel (Modelling and Evaluation of ATM Networks, 1997)

A locally stationary semi-Markovian representation for ethernet LAN traffic data. - Sandrine Vaton; Eric Moulines (Broadband Communications, 1998)

A new test of stationarity and its application to teletraffic data. - Sandrine Vaton (ICASSP, 1998)

Estimating the offset parameters of a mixture in the Fourier domain. - Sandrine Vaton; Thierry Chonavel (ICASSP, 1999)

Hidden Markov modeling for network communication channels. - Kavé Salamatian; Sandrine Vaton (SIGMETRICS/Performance, 2001)

Iterative multi-user detection and decoding for turbo-coded DS-CDMA systems. - Sandrine Vaton; Thierry Chonavel; Samir Saoudi (EUSIPCO, 2002)

Computing the minimum distance of linear codes by the error impulse method. - Claude Berrou; Sandrine Vaton; Michel Jézéquel; Catherine Douillard (GLOBECOM, 2002)

Iterative Bayesian estimation of network traffic matrices in the case of bursty flows. - Sandrine Vaton; Annie Gravey (Internet Measurement Workshop, 2002)

Network traffic matrix: how can one learn the prior distributions from the link counts only? - Sandrine Vaton; Jean-Sébastien Bedo (ICC, 2004)

Performance modelling of GSM/GPRS cells with different radio resource allocation strategies. - Hamza Dahmouni; Bertrand Morin; Sandrine Vaton (WCNC, 2005)

Quick Traffic Matrix Estimation Based on Link Count Covariances. - Ilmari Juva; Sandrine Vaton; Jorma T. Virtamo (ICC, 2006)

A markovian signature-based approach to IP traffic classification. - Hamza Dahmouni; Sandrine Vaton; David Rossé (MineNet, 2007)

Optimal volume anomaly detection in network traffic flows. - Lionel Fillatre; Igor V. Nikiforov; Pedro Casas; Sandrine Vaton (EUSIPCO, 2008)

Volume Anomaly Detection in Data Networks: An Optimal Detection Algorithm vs. the PCA Approach. - Pedro Casas; Lionel Fillatre; Sandrine Vaton; Igor V. Nikiforov (FITraMEn, 2008)

Multi Hour Robust Routing and Fast Load Change Detection for Traffic Engineering. - Pedro Casas; Lionel Fillatre; Sandrine Vaton (ICC, 2008)

Robust routing vs dynamic load-balancing a comprehensive study and new directions. - Pedro Casas; Federico Larroca; Jean-Louis Rougier; Sandrine Vaton (DRCN, 2009)

Robust Routing Mechanisms for Intradomain Traffic Engineering in Dynamic Networks. - Pedro Casas; Federico Larroca; Sandrine Vaton (LANOMS, 2009)

Efficient methods for traffic matrix modeling and on-line estimation in large-scale IP networks. - Pedro Casas; Sandrine Vaton; Lionel Fillatre; Thierry Chonavel (ITC, 2009)

On the use of random neural networks for traffic matrix estimation in large-scale IP networks. - Pedro Casas; Sandrine Vaton (IWCMC, 2010)

Optimal volume anomaly detection and isolation in large-scale IP networks using coarse-grained measurements. - Pedro Casas; Sandrine Vaton; Lionel Fillatre; Igor V. Nikiforov (Comput. Networks, 2010)

A new statistical method for detecting network anomalies in TCP traffic. - Christian Callegari; Sandrine Vaton; Michele Pagano (Eur. Trans. Telecommun., 2010)

A scalable, efficient and informative approach for anomaly-based intrusion detection systems: theory and practice. - Osman Salem; Sandrine Vaton; Annie Gravey (Int. J. Netw. Manag., 2010)

Network Bandwidth Allocation with End-to-End QoS Constraints and Revenue Sharing in Multi-domain Federations. - Isabel Amigo; Pablo Belzarena; Federico Larroca; Sandrine Vaton (ICQT, 2011)

Maximum Delay Computation under Traffic Matrix Uncertainty and Its Application to Interdomain Path Selection. - Isabel Amigo; Sandrine Vaton; Thierry Chonavel; Federico Larroca (INOC, 2011)

Reactive Robust Routing: Anomaly Localization and Routing Reconfiguration for Dynamic Networks. - Pedro Casas; Lionel Fillatre; Sandrine Vaton; Igor V. Nikiforov (J. Netw. Syst. Manag., 2011)

Mesure et Analyse du Trafic de Réseaux : Théorie et Pratiques. - Sandrine Vaton (2012)

Hardware acceleration of SVM-based traffic classification on FPGA. - Tristan Groleat; Matthieu Arzel; Sandrine Vaton (IWCMC, 2012)

On the Problem of Revenue Sharing in Multi-domain Federations. - Isabel Amigo; Pablo Belzarena; Sandrine Vaton (Networking (2), 2012)

Taming traffic dynamics: Analysis and improvements. - Pedro Casas; Federico Larroca; Jean-Louis Rougier; Sandrine Vaton (Comput. Commun., 2012)

Maximum delay computation for interdomain path selection. - Isabel Amigo; Sandrine Vaton; Thierry Chonavel; Federico Larroca (Int. J. Netw. Manag., 2012)

Flexible, extensible, open-source and affordable FPGA-based traffic generator. - Tristan Groleat; Matthieu Arzel; Sandrine Vaton; Alban Bourge; Yannick Le Balch; Hicham Bougdal; Manuel Aranaz Padron (HPPN@HPDC, 2013)

Toward composable network traffic measurement. - Andrea Di Pietro; Felipe Huici; Nicola Bonelli; Brian Trammell; Petr Kastovsky; Tristan Groleat; Sandrine Vaton; Maurizio Dusi (INFOCOM, 2013)

Energy-efficient FPGA implementation for binomial option pricing using OpenCL. - Valentin Mena Morales; Pierre-Henri Horrein; Amer Baghdadi; Erik Hochapfel; Sandrine Vaton (DATE, 2014)

First-Price Auctions with Reimbursement in NSP Alliances with Asymmetric Buyers. - Isabel Amigo; Sandrine Vaton; Pablo Belzarena (LANC, 2014)

High-speed flow-based classification on FPGA. - Tristan Groleat; Sandrine Vaton; Matthieu Arzel (Int. J. Netw. Manag., 2014)

Semantics based analysis of botnet activity from heterogeneous data sources. - Santiago Ruano Rincón; Sandrine Vaton; Antoine Beugnard; Serge Garlatti (IWCMC, 2015)

AutoReloc: Automated Design Flow for Bitstream Relocation on Xilinx FPGAs. - André Lalevee; Pierre-Henri Horrein; Matthieu Arzel; Michael Hübner 001; Sandrine Vaton (DSD, 2016)

Reproducing DNS 10Gbps flooding attacks with commodity-hardware. - Santiago Ruano Rincón; Sandrine Vaton; Stephane Bortzmeyer (IWCMC, 2016)

A tutorial on the EM algorithm for Bayesian networks: Application to self-diagnosis of GPON-FTTH networks. - Serge Romaric Tembo; Sandrine Vaton; Jean-Luc Courant; Stéphane Gosselin (IWCMC, 2016)

SDN-based Overlay Networks for QoS-aware Routing. - Pablo Belzarena; Gabriel Gómez Sena; Isabel Amigo; Sandrine Vaton (LANCOMM@SIGCOMM, 2016)

A highly adaptable probabilistic model for self-diagnosis of GPON-FTTH access networks. - Serge Romaric Tembo; Jean-Luc Courant; Sandrine Vaton; Stéphane Gosselin (SoftCOM, 2016)

Which secure transport protocol for a reliable HTTP/2-based web service: TLS or QUIC? - Antoine Saverimoutou; Bertrand Mathieu; Sandrine Vaton (ISCC, 2017)

Application of probabilistic modeling and machine learning to the diagnosis of FTTH GPON networks. - Stéphane Gosselin; Jean-Luc Courant; Serge Romaric Tembo; Sandrine Vaton (ONDM, 2017)

Model-Based Probabilistic Reasoning for Self-Diagnosis of Telecommunication Networks: Application to a GPON-FTTH Access Network. - Serge Romaric Tembo; Sandrine Vaton; Jean-Luc Courant; Stéphane Gosselin; M. Beuvelot (J. Netw. Syst. Manag., 2017)

Web Browsing Measurements: An Above-the-Fold Browser-Based Technique. - Antoine Saverimoutou; Bertrand Mathieu; Sandrine Vaton (ICDCS, 2018)

Web View: Measuring & Monitoring Representative Information on Websites. - Antoine Saverimoutou; Bertrand Mathieu; Sandrine Vaton (ICIN, 2019)

Statistical Characterization of Round-Trip Times with Nonparametric Hidden Markov Models. - Maxime Mouchet; Sandrine Vaton; Thierry Chonavel (IM, 2019)

Poster Abstract: A flexible infinite HMM model for accurate characterization and segmentation of RTT timeseries. - Maxime Mouchet; Sandrine Vaton; Thierry Chonavel (INFOCOM Workshops, 2019)

Influence of Internet Protocols and CDN on Web Browsing. - Antoine Saverimoutou; Bertrand Mathieu; Sandrine Vaton (NTMS, 2019)

A 6-month analysis of factors impacting web browsing quality for QoE prediction. - Antoine Saverimoutou; Bertrand Mathieu; Sandrine Vaton (Comput. Networks, 2019)

Joint Minimization of Monitoring Cost and Delay in Overlay Networks: Optimal Policies with a Markovian Approach. - Sandrine Vaton; Olivier Brun; Maxime Mouchet; Pablo Belzarena; Isabel Amigo; Balakrishna J. Prabhu; Thierry Chonavel (J. Netw. Syst. Manag., 2019)

An Infinite Multivariate Categorical Mixture Model for Self-Diagnosis of Telecommunication Networks. - Amine Echraibi; Joachim Flocon-Cholet; Stéphane Gosselin; Sandrine Vaton (ICIN, 2020)

Scalable Monitoring Heuristics for Improving Network Latency. - Maxime Mouchet; Martín Randall; M. Ségneré; Isabel Amigo; Pablo Belzarena; Olivier Brun; Balakrishna J. Prabhu; Sandrine Vaton (NOMS, 2020)

Large-Scale Characterization and Segmentation of Internet Path Delays With Infinite HMMs. - Maxime Mouchet; Sandrine Vaton; Thierry Chonavel; Emile Aben; Jasper den Hertog (IEEE Access, 2020)

Web View: A Measurement Platform for Depicting Web Browsing Performance and Delivery. - Antoine Saverimoutou; Bertrand Mathieu; Sandrine Vaton (IEEE Commun. Mag., 2020)

On the Variational Posterior of Dirichlet Process Deep Latent Gaussian Mixture Models. - Amine Echraibi; Joachim Flocon-Cholet; Stéphane Gosselin; Sandrine Vaton (CoRR, 2020)

Stochastic Backpropagation through Fourier Transforms. - Amine Echraibi; Joachim Flocon-Cholet; Stéphane Gosselin; Sandrine Vaton (EUSIPCO, 2021)

Deep Infinite Mixture Models for Fault Discovery in GPON-FTTH Networks. - Amine Echraibi; Joachim Flocon-Cholet; Stéphane Gosselin; Sandrine Vaton (IEEE Access, 2021)

Neural Collaborative Filtering for Network Delay Matrix Completion. - Sanaa Ghandi; Alexandre Reiffers-Masson; Sandrine Vaton; Thierry Chonavel (CNSM, 2022)

A Method for Discovering Novel Classes in Tabular Data. - Colin Troisemaine; Joachim Flocon-Cholet; Stéphane Gosselin; Sandrine Vaton; Alexandre Reiffers-Masson; Vincent Lemaire 001 (ICKG, 2022)

A decentralised data layer for collaborative End-to-End service assurance. - Vincent Messie; Benoit Radier; Verónica Quintuna Rodriguez; Gaël Fromentoux; Sandrine Vaton; Isabel Amigo (ICIN, 2022)

Non-negative Matrix Factorization For Network Delay Matrix Completion. - Sanaa Ghandi; Alexandre Reiffers-Masson; Sandrine Vaton; Thierry Chonavel (NOMS, 2022)

BALAdIN: truthfulness in collaborative access networks with distributed ledgers. - Vincent Messie; Gaël Fromentoux; Nathalie Labidurie Omnès; Benoit Radier; Sandrine Vaton; Isabel Amigo (Ann. des Télécommunications, 2022)

Cyber Informedness: A New Metric using CVSS to Increase Trust in Intrusion Detection Systems. - Robin Duraz; David Espes; Julien Francq; Sandrine Vaton (EICC, 2023)

Découvrir de nouvelles classes dans des données tabulaires. - Colin Troisemaine; Joachim Flocon-Cholet; Stéphane Gosselin; Sandrine Vaton; Alexandre Reiffers-Masson; Vincent Lemaire 001 (EGC, 2023)

Troubleshooting Enhancement with Automated Slow-Start Detection. - Ziad Tlaiss; Isabelle Hamchaoui; Isabel Amigo; Alexandre Ferrieux; Sandrine Vaton (ICIN, 2023)

Lightweight Network Delay Segmentation Based on Smoothed Hierarchical Clustering. - Sanaa Ghandi; Alexandre Reiffers-Masson; Sandrine Vaton; Thierry Chonavel (IFIP Networking, 2023)

An Interactive Interface for Novel Class Discovery in Tabular Data. - Colin Troisemaine; Joachim Flocon-Cholet; Stéphane Gosselin; Alexandre Reiffers-Masson; Sandrine Vaton; Vincent Lemaire 001 (ECML/PKDD (7), 2023)

Explainability-based Metrics to Help Cyber Operators Find and Correct Misclassified Cyberattacks. - Robin Duraz; David Espes; Julien Francq; Sandrine Vaton (SAFE@CoNEXT, 2023)

Automated Identification of BBR Traffic based on Packet Inter-Arrival Times Analysis. - Ziad Tlaiss; Alexandre Ferrieux; Isabel Amigo; Isabelle Hamchaoui; Sandrine Vaton (ITC, 2023)

Novel Class Discovery: an Introduction and Key Concepts. - Colin Troisemaine; Vincent Lemaire 001; Stéphane Gosselin; Alexandre Reiffers-Masson; Joachim Flocon-Cholet; Sandrine Vaton (CoRR, 2023)

SECL: A Zero-Day Attack Detector and Classifier based on Contrastive Learning and Strong Regularization. - Robin Duraz; David Espes; Julien Francq; Sandrine Vaton (ARES, 2024)

Using CVSS scores can make more informed and more adapted Intrusion Detection Systems. - Robin Duraz; David Espes; Julien Francq; Sandrine Vaton (J. Univers. Comput. Sci., 2024)

Automated slow-start detection for anomaly root cause analysis and BBR identification. - Ziad Tlaiss; Alexandre Ferrieux; Isabel Amigo; Isabelle Hamchaoui; Sandrine Vaton (Ann. des Télécommunications, 2024)

A practical approach to novel class discovery in tabular data. - Colin Troisemaine; Alexandre Reiffers-Masson; Stéphane Gosselin; Vincent Lemaire 001; Sandrine Vaton (Data Min. Knowl. Discov., 2024)