Sandrine Vaton

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 44

Top Topics

Finite Mixture Models

Matrix Completion

Probabilistic Modeling

Top Venues

Publications

Ziad Tlaiss, Alexandre Ferrieux, Isabel Amigo, Isabelle Hamchaoui, Sandrine Vaton
Automated slow-start detection for anomaly root cause analysis and BBR identification. Ann. des Télécommunications 79 (3-4) (2024)
Robin Duraz, David Espes, Julien Francq, Sandrine Vaton
SECL: A Zero-Day Attack Detector and Classifier based on Contrastive Learning and Strong Regularization. ARES (2024)
Colin Troisemaine, Alexandre Reiffers-Masson, Stéphane Gosselin, Vincent Lemaire, Sandrine Vaton
A practical approach to novel class discovery in tabular data. Data Min. Knowl. Discov. 38 (4) (2024)
Ziad Tlaiss, Alexandre Ferrieux, Isabel Amigo, Isabelle Hamchaoui, Sandrine Vaton
Automated Identification of BBR Traffic based on Packet Inter-Arrival Times Analysis. ITC (2023)
Robin Duraz, David Espes, Julien Francq, Sandrine Vaton
Explainability-based Metrics to Help Cyber Operators Find and Correct Misclassified Cyberattacks. SAFE@CoNEXT (2023)
Ziad Tlaiss, Isabelle Hamchaoui, Isabel Amigo, Alexandre Ferrieux, Sandrine Vaton
Troubleshooting Enhancement with Automated Slow-Start Detection. ICIN (2023)
Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin, Alexandre Reiffers-Masson, Sandrine Vaton, Vincent Lemaire
An Interactive Interface for Novel Class Discovery in Tabular Data. CoRR (2023)
Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin, Alexandre Reiffers-Masson, Sandrine Vaton, Vincent Lemaire
An Interactive Interface for Novel Class Discovery in Tabular Data. ECML/PKDD (7) (2023)
Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton, Alexandre Reiffers-Masson, Vincent Lemaire
Découvrir de nouvelles classes dans des données tabulaires. EGC (2023)
Colin Troisemaine, Alexandre Reiffers-Masson, Stéphane Gosselin, Vincent Lemaire, Sandrine Vaton
A Practical Approach to Novel Class Discovery in Tabular Data. CoRR (2023)
Sanaa Ghandi, Alexandre Reiffers-Masson, Sandrine Vaton, Thierry Chonavel
Lightweight Network Delay Segmentation Based on Smoothed Hierarchical Clustering. IFIP Networking (2023)
Robin Duraz, David Espes, Julien Francq, Sandrine Vaton
Cyber Informedness: A New Metric using CVSS to Increase Trust in Intrusion Detection Systems. EICC (2023)
Colin Troisemaine, Vincent Lemaire, Stéphane Gosselin, Alexandre Reiffers-Masson, Joachim Flocon-Cholet, Sandrine Vaton
Novel Class Discovery: an Introduction and Key Concepts. CoRR (2023)
Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton, Alexandre Reiffers-Masson, Vincent Lemaire
A Method for Discovering Novel Classes in Tabular Data. ICKG (2022)
Vincent Messie, Benoit Radier, Veronica Quintuna Rodriguez, Gaël Fromentoux, Sandrine Vaton, Isabel Amigo
A decentralised data layer for collaborative End-to-End service assurance. ICIN (2022)
Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton, Alexandre Reiffers-Masson, Vincent Lemaire
Découvrir de nouvelles classes dans des données tabulaires. CoRR (2022)
Sanaa Ghandi, Alexandre Reiffers-Masson, Sandrine Vaton, Thierry Chonavel
Non-negative Matrix Factorization For Network Delay Matrix Completion. NOMS (2022)
Sanaa Ghandi, Alexandre Reiffers-Masson, Sandrine Vaton, Thierry Chonavel
Neural Collaborative Filtering for Network Delay Matrix Completion. CNSM (2022)
Vincent Messie, Gaël Fromentoux, Nathalie Labidurie Omnès, Benoit Radier, Sandrine Vaton, Isabel Amigo
BALAdIN: truthfulness in collaborative access networks with distributed ledgers. Ann. des Télécommunications 77 (1) (2022)
Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton, Alexandre Reiffers-Masson, Vincent Lemaire
A Method for Discovering Novel Classes in Tabular Data. CoRR (2022)
Amine Echraibi, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton
Stochastic Backpropagation through Fourier Transforms. EUSIPCO (2021)
Amine Echraibi, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton
Deep Infinite Mixture Models for Fault Discovery in GPON-FTTH Networks. IEEE Access 9 (2021)
Amine Echraibi, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton
An Infinite Multivariate Categorical Mixture Model for Self-Diagnosis of Telecommunication Networks. ICIN (2020)
Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton
Web View: A Measurement Platform for Depicting Web Browsing Performance and Delivery. IEEE Commun. Mag. 58 (3) (2020)
Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton
Web View: A Measurement Platform for Depicting Web Browsing Performance and Delivery. CoRR (2020)
Maxime Mouchet, Sandrine Vaton, Thierry Chonavel, Emile Aben, Jasper den Hertog
Large-Scale Characterization and Segmentation of Internet Path Delays With Infinite HMMs. IEEE Access 8 (2020)
Maxime Mouchet, M. Randall, M. Ségneré, Isabel Amigo, Pablo Belzarena, Olivier Brun, Balakrishna J. Prabhu, Sandrine Vaton
Scalable Monitoring Heuristics for Improving Network Latency. NOMS (2020)
Amine Echraibi, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton
On the Variational Posterior of Dirichlet Process Deep Latent Gaussian Mixture Models. CoRR (2020)
Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton
A 6-month analysis of factors impacting web browsing quality for QoE prediction. Comput. Networks 164 (2019)
Maxime Mouchet, Sandrine Vaton, Thierry Chonavel, Emile Aben, Jasper den Hertog
Large-Scale Characterization and Segmentation of Internet Path Delays with Infinite HMMs. CoRR (2019)
Maxime Mouchet, Sandrine Vaton, Thierry Chonavel
Poster Abstract: A flexible infinite HMM model for accurate characterization and segmentation of RTT timeseries. INFOCOM Workshops (2019)
Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton
Influence of Internet Protocols and CDN on Web Browsing. NTMS (2019)
Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton
Web View: Measuring & Monitoring Representative Information on Websites. ICIN (2019)
Sandrine Vaton, Olivier Brun, Maxime Mouchet, Pablo Belzarena, Isabel Amigo, Balakrishna J. Prabhu, Thierry Chonavel
Joint Minimization of Monitoring Cost and Delay in Overlay Networks: Optimal Policies with a Markovian Approach. J. Netw. Syst. Manag. 27 (1) (2019)
Maxime Mouchet, Sandrine Vaton, Thierry Chonavel
Statistical Characterization of Round-Trip Times with Nonparametric Hidden Markov Models. IM (2019)
Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton
Web Browsing Measurements: An Above-the-Fold Browser-Based Technique. ICDCS (2018)
Serge Romaric Tembo, Sandrine Vaton, Jean-Luc Courant, Stéphane Gosselin, M. Beuvelot
Model-Based Probabilistic Reasoning for Self-Diagnosis of Telecommunication Networks: Application to a GPON-FTTH Access Network. J. Netw. Syst. Manag. 25 (3) (2017)
Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton
Which secure transport protocol for a reliable HTTP/2-based web service: TLS or QUIC? ISCC (2017)
Stéphane Gosselin, Jean-Luc Courant, Serge Romaric Tembo, Sandrine Vaton
Application of probabilistic modeling and machine learning to the diagnosis of FTTH GPON networks. ONDM (2017)
Santiago Ruano Rincón, Sandrine Vaton, Stephane Bortzmeyer
Reproducing DNS 10Gbps flooding attacks with commodity-hardware. IWCMC (2016)
Serge Romaric Tembo, Sandrine Vaton, Jean-Luc Courant, Stéphane Gosselin
A tutorial on the EM algorithm for Bayesian networks: Application to self-diagnosis of GPON-FTTH networks. IWCMC (2016)
Andre Lalevee, Pierre-Henri Horrein, Matthieu Arzel, Michael Hübner, Sandrine Vaton
AutoReloc: Automated Design Flow for Bitstream Relocation on Xilinx FPGAs. DSD (2016)
Serge Romaric Tembo, Jean-Luc Courant, Sandrine Vaton, Stéphane Gosselin
A highly adaptable probabilistic model for self-diagnosis of GPON-FTTH access networks. SoftCOM (2016)
Pablo Belzarena, Gabriel Gómez Sena, Isabel Amigo, Sandrine Vaton
SDN-based Overlay Networks for QoS-aware Routing. LANCOMM@SIGCOMM (2016)
Santiago Ruano Rincón, Sandrine Vaton, Antoine Beugnard, Serge Garlatti
Semantics based analysis of botnet activity from heterogeneous data sources. IWCMC (2015)
Isabel Amigo, Sandrine Vaton, Pablo Belzarena
First-Price Auctions with Reimbursement in NSP Alliances with Asymmetric Buyers. LANC (2014)
Valentin Mena Morales, Pierre-Henri Horrein, Amer Baghdadi, Erik Hochapfel, Sandrine Vaton
Energy-efficient FPGA implementation for binomial option pricing using OpenCL. DATE (2014)
Tristan Groleat, Sandrine Vaton, Matthieu Arzel
High-speed flow-based classification on FPGA. Int. J. Netw. Manag. 24 (4) (2014)
Tristan Groleat, Matthieu Arzel, Sandrine Vaton, Alban Bourge, Yannick Le Balch, Hicham Bougdal, Manuel Aranaz Padron
Flexible, extensible, open-source and affordable FPGA-based traffic generator. HPPN@HPDC (2013)
Andrea Di Pietro, Felipe Huici, Nicola Bonelli, Brian Trammell, Petr Kastovsky, Tristan Groleat, Sandrine Vaton, Maurizio Dusi
Toward composable network traffic measurement. INFOCOM (2013)
Tristan Groleat, Matthieu Arzel, Sandrine Vaton
Hardware acceleration of SVM-based traffic classification on FPGA. IWCMC (2012)
Pedro Casas, Federico Larroca, Jean-Louis Rougier, Sandrine Vaton
Taming traffic dynamics: Analysis and improvements. Comput. Commun. 35 (5) (2012)
Isabel Amigo, Pablo Belzarena, Sandrine Vaton
On the Problem of Revenue Sharing in Multi-domain Federations. Networking (2) (2012)
Isabel Amigo, Sandrine Vaton, Thierry Chonavel, Federico Larroca
Maximum delay computation for interdomain path selection. Int. J. Netw. Manag. 22 (2) (2012)
Pedro Casas, Lionel Fillatre, Sandrine Vaton, Igor V. Nikiforov
Reactive Robust Routing: Anomaly Localization and Routing Reconfiguration for Dynamic Networks. J. Netw. Syst. Manag. 19 (1) (2011)
Isabel Amigo, Pablo Belzarena, Federico Larroca, Sandrine Vaton
Network Bandwidth Allocation with End-to-End QoS Constraints and Revenue Sharing in Multi-domain Federations. ICQT (2011)
Isabel Amigo, Sandrine Vaton, Thierry Chonavel, Federico Larroca
Maximum Delay Computation under Traffic Matrix Uncertainty and Its Application to Interdomain Path Selection. INOC (2011)
Osman Salem, Sandrine Vaton, Annie Gravey
A scalable, efficient and informative approach for anomaly-based intrusion detection systems: theory and practice. Int. J. Netw. Manag. 20 (5) (2010)
Christian Callegari, Sandrine Vaton, Michele Pagano
A new statistical method for detecting network anomalies in TCP traffic. Eur. Trans. Telecommun. 21 (7) (2010)
Pedro Casas, Sandrine Vaton, Lionel Fillatre, Igor V. Nikiforov
Optimal volume anomaly detection and isolation in large-scale IP networks using coarse-grained measurements. Comput. Networks 54 (11) (2010)
Pedro Casas, Sandrine Vaton
On the use of random neural networks for traffic matrix estimation in large-scale IP networks. IWCMC (2010)
Pedro Casas, Federico Larroca, Sandrine Vaton
Robust Routing Mechanisms for Intradomain Traffic Engineering in Dynamic Networks. LANOMS (2009)
Pedro Casas, Federico Larroca, Jean-Louis Rougier, Sandrine Vaton
Robust routing vs dynamic load-balancing a comprehensive study and new directions. DRCN (2009)
Pedro Casas, Sandrine Vaton, Lionel Fillatre, Thierry Chonavel
Efficient methods for traffic matrix modeling and on-line estimation in large-scale IP networks. International Teletraffic Congress (2009)
Lionel Fillatre, Igor V. Nikiforov, Pedro Casas, Sandrine Vaton
Optimal volume anomaly detection in network traffic flows. EUSIPCO (2008)
Pedro Casas, Lionel Fillatre, Sandrine Vaton
Multi Hour Robust Routing and Fast Load Change Detection for Traffic Engineering. ICC (2008)
Pedro Casas, Lionel Fillatre, Sandrine Vaton, Igor V. Nikiforov
Volume Anomaly Detection in Data Networks: An Optimal Detection Algorithm vs. the PCA Approach. FITraMEn (2008)
Hamza Dahmouni, Sandrine Vaton, David Rossé
A markovian signature-based approach to IP traffic classification. MineNet (2007)
Ilmari Juva, Sandrine Vaton, Jorma T. Virtamo
Quick Traffic Matrix Estimation Based on Link Count Covariances. ICC (2006)
Hamza Dahmouni, Bertrand Morin, Sandrine Vaton
Performance modelling of GSM/GPRS cells with different radio resource allocation strategies. WCNC (2005)
Sandrine Vaton, Jean-Sébastien Bedo
Network traffic matrix: how can one learn the prior distributions from the link counts only? ICC (2004)
Sandrine Vaton, Annie Gravey
Iterative Bayesian estimation of network traffic matrices in the case of bursty flows. Internet Measurement Workshop (2002)
Sandrine Vaton, Thierry Chonavel, Samir Saoudi
Iterative multi-user detection and decoding for turbo-coded DS-CDMA systems. EUSIPCO (2002)
Claude Berrou, Sandrine Vaton, Michel Jézéquel, Catherine Douillard
Computing the minimum distance of linear codes by the error impulse method. GLOBECOM (2002)
Kavé Salamatian, Sandrine Vaton
Hidden Markov modeling for network communication channels. SIGMETRICS/Performance (2001)
Sandrine Vaton, Thierry Chonavel
Estimating the offset parameters of a mixture in the Fourier domain. ICASSP (1999)
Sandrine Vaton
A new test of stationarity and its application to teletraffic data. ICASSP (1998)
Sandrine Vaton, E. Moulines
A locally stationary semi-Markovian representation for ethernet LAN traffic data. Broadband Communications (1998)
Sandrine Vaton, Hayri Korezlioglu, Thierry Chonavel
Is the Apparent Self-Similarity of the Broadband Traffic Due to Non Stationarity? Modelling and Evaluation of ATM Networks (1997)