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Sandrine Vaton
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2020 – today
- 2024
- [j17]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): 149-163 (2024) - [j16]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): 2087-2116 (2024) - [j15]Robin Duraz, David Espes, Julien Francq, Sandrine Vaton:
Using CVSS scores can make more informed and more adapted Intrusion Detection Systems. J. Univers. Comput. Sci. 30(9): 1244-1264 (2024) - [c55]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: 22:1-22:12 - 2023
- [c54]Robin Duraz, David Espes, Julien Francq, Sandrine Vaton:
Cyber Informedness: A New Metric using CVSS to Increase Trust in Intrusion Detection Systems. EICC 2023: 53-58 - [c53]Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton, Alexandre Reiffers-Masson, Vincent Lemaire:
Découvrir de nouvelles classes dans des données tabulaires. EGC 2023: 467-474 - [c52]Ziad Tlaiss, Isabelle Hamchaoui, Isabel Amigo, Alexandre Ferrieux, Sandrine Vaton:
Troubleshooting Enhancement with Automated Slow-Start Detection. ICIN 2023: 129-136 - [c51]Sanaa Ghandi, Alexandre Reiffers-Masson, Sandrine Vaton, Thierry Chonavel:
Lightweight Network Delay Segmentation Based on Smoothed Hierarchical Clustering. IFIP Networking 2023: 1-9 - [c50]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: 295-299 - [c49]Robin Duraz, David Espes, Julien Francq, Sandrine Vaton:
Explainability-based Metrics to Help Cyber Operators Find and Correct Misclassified Cyberattacks. SAFE@CoNEXT 2023: 9-15 - [c48]Ziad Tlaiss, Alexandre Ferrieux, Isabel Amigo, Isabelle Hamchaoui, Sandrine Vaton:
Automated Identification of BBR Traffic based on Packet Inter-Arrival Times Analysis. ITC 2023: 1-9 - [i8]Colin Troisemaine, Vincent Lemaire, Stéphane Gosselin, Alexandre Reiffers-Masson, Joachim Flocon-Cholet, Sandrine Vaton:
Novel Class Discovery: an Introduction and Key Concepts. CoRR abs/2302.12028 (2023) - [i7]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 abs/2306.12919 (2023) - [i6]Colin Troisemaine, Alexandre Reiffers-Masson, Stéphane Gosselin, Vincent Lemaire, Sandrine Vaton:
A Practical Approach to Novel Class Discovery in Tabular Data. CoRR abs/2311.05440 (2023) - 2022
- [j14]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(1-2): 47-59 (2022) - [c47]Sanaa Ghandi, Alexandre Reiffers-Masson, Sandrine Vaton, Thierry Chonavel:
Neural Collaborative Filtering for Network Delay Matrix Completion. CNSM 2022: 359-363 - [c46]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: 265-274 - [c45]Vincent Messie, Benoit Radier, Verónica Quintuna Rodriguez, Gaël Fromentoux, Sandrine Vaton, Isabel Amigo:
A decentralised data layer for collaborative End-to-End service assurance. ICIN 2022: 81-85 - [c44]Sanaa Ghandi, Alexandre Reiffers-Masson, Sandrine Vaton, Thierry Chonavel:
Non-negative Matrix Factorization For Network Delay Matrix Completion. NOMS 2022: 1-6 - [i5]Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton, Alexandre Reiffers-Masson, Vincent Lemaire:
A Method for Discovering Novel Classes in Tabular Data. CoRR abs/2209.01217 (2022) - [i4]Colin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton, Alexandre Reiffers-Masson, Vincent Lemaire:
Découvrir de nouvelles classes dans des données tabulaires. CoRR abs/2211.16352 (2022) - 2021
- [j13]Amine Echraibi, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton:
Deep Infinite Mixture Models for Fault Discovery in GPON-FTTH Networks. IEEE Access 9: 90488-90499 (2021) - [c43]Amine Echraibi, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton:
Stochastic Backpropagation through Fourier Transforms. EUSIPCO 2021: 1476-1480 - 2020
- [j12]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: 16771-16784 (2020) - [j11]Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton:
Web View: A Measurement Platform for Depicting Web Browsing Performance and Delivery. IEEE Commun. Mag. 58(3): 33-39 (2020) - [c42]Amine Echraibi, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton:
An Infinite Multivariate Categorical Mixture Model for Self-Diagnosis of Telecommunication Networks. ICIN 2020: 258-265 - [c41]Maxime Mouchet, Martín Randall, M. Ségneré, Isabel Amigo, Pablo Belzarena, Olivier Brun, Balakrishna J. Prabhu, Sandrine Vaton:
Scalable Monitoring Heuristics for Improving Network Latency. NOMS 2020: 1-9 - [i3]Amine Echraibi, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton:
On the Variational Posterior of Dirichlet Process Deep Latent Gaussian Mixture Models. CoRR abs/2006.08993 (2020) - [i2]Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton:
Web View: A Measurement Platform for Depicting Web Browsing Performance and Delivery. CoRR abs/2007.05238 (2020)
2010 – 2019
- 2019
- [j10]Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton:
A 6-month analysis of factors impacting web browsing quality for QoE prediction. Comput. Networks 164 (2019) - [j9]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): 188-232 (2019) - [c40]Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton:
Web View: Measuring & Monitoring Representative Information on Websites. ICIN 2019: 133-138 - [c39]Maxime Mouchet, Sandrine Vaton, Thierry Chonavel:
Statistical Characterization of Round-Trip Times with Nonparametric Hidden Markov Models. IM 2019: 43-48 - [c38]Maxime Mouchet, Sandrine Vaton, Thierry Chonavel:
Poster Abstract: A flexible infinite HMM model for accurate characterization and segmentation of RTT timeseries. INFOCOM Workshops 2019: 1055-1056 - [c37]Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton:
Influence of Internet Protocols and CDN on Web Browsing. NTMS 2019: 1-5 - [i1]Maxime Mouchet, Sandrine Vaton, Thierry Chonavel, Emile Aben, Jasper den Hertog:
Large-Scale Characterization and Segmentation of Internet Path Delays with Infinite HMMs. CoRR abs/1910.12714 (2019) - 2018
- [c36]Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton:
Web Browsing Measurements: An Above-the-Fold Browser-Based Technique. ICDCS 2018: 1630-1635 - 2017
- [j8]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): 558-590 (2017) - [c35]Antoine Saverimoutou, Bertrand Mathieu, Sandrine Vaton:
Which secure transport protocol for a reliable HTTP/2-based web service: TLS or QUIC? ISCC 2017: 879-884 - [c34]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: 1-3 - 2016
- [c33]André Lalevee, Pierre-Henri Horrein, Matthieu Arzel, Michael Hübner, Sandrine Vaton:
AutoReloc: Automated Design Flow for Bitstream Relocation on Xilinx FPGAs. DSD 2016: 14-21 - [c32]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: 369-376 - [c31]Santiago Ruano Rincón, Sandrine Vaton, Stephane Bortzmeyer:
Reproducing DNS 10Gbps flooding attacks with commodity-hardware. IWCMC 2016: 510-515 - [c30]Pablo Belzarena, Gabriel Gómez Sena, Isabel Amigo, Sandrine Vaton:
SDN-based Overlay Networks for QoS-aware Routing. LANCOMM@SIGCOMM 2016: 19-21 - [c29]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: 1-5 - 2015
- [c28]Santiago Ruano Rincón, Sandrine Vaton, Antoine Beugnard, Serge Garlatti:
Semantics based analysis of botnet activity from heterogeneous data sources. IWCMC 2015: 391-396 - 2014
- [j7]Tristan Groleat, Sandrine Vaton, Matthieu Arzel:
High-speed flow-based classification on FPGA. Int. J. Netw. Manag. 24(4): 253-271 (2014) - [c27]Valentin Mena Morales, Pierre-Henri Horrein, Amer Baghdadi, Erik Hochapfel, Sandrine Vaton:
Energy-efficient FPGA implementation for binomial option pricing using OpenCL. DATE 2014: 1-6 - [c26]Isabel Amigo, Sandrine Vaton, Pablo Belzarena:
First-Price Auctions with Reimbursement in NSP Alliances with Asymmetric Buyers. LANC 2014: 1:1-1:8 - 2013
- [c25]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: 23-30 - [c24]Andrea Di Pietro, Felipe Huici, Nicola Bonelli, Brian Trammell, Petr Kastovsky, Tristan Groleat, Sandrine Vaton, Maurizio Dusi:
Toward composable network traffic measurement. INFOCOM 2013: 70-74 - 2012
- [b1]Sandrine Vaton:
Mesure et Analyse du Trafic de Réseaux : Théorie et Pratiques. University of Rennes 1, France, 2012 - [j6]Pedro Casas, Federico Larroca, Jean-Louis Rougier, Sandrine Vaton:
Taming traffic dynamics: Analysis and improvements. Comput. Commun. 35(5): 565-578 (2012) - [j5]Isabel Amigo, Sandrine Vaton, Thierry Chonavel, Federico Larroca:
Maximum delay computation for interdomain path selection. Int. J. Netw. Manag. 22(2): 162-179 (2012) - [c23]Tristan Groleat, Matthieu Arzel, Sandrine Vaton:
Hardware acceleration of SVM-based traffic classification on FPGA. IWCMC 2012: 443-449 - [c22]Isabel Amigo, Pablo Belzarena, Sandrine Vaton:
On the Problem of Revenue Sharing in Multi-domain Federations. Networking (2) 2012: 252-264 - 2011
- [j4]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): 58-83 (2011) - [c21]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: 50-62 - [c20]Isabel Amigo, Sandrine Vaton, Thierry Chonavel, Federico Larroca:
Maximum Delay Computation under Traffic Matrix Uncertainty and Its Application to Interdomain Path Selection. INOC 2011: 182-195 - 2010
- [j3]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): 1750-1766 (2010) - [j2]Christian Callegari, Sandrine Vaton, Michele Pagano:
A new statistical method for detecting network anomalies in TCP traffic. Eur. Trans. Telecommun. 21(7): 575-588 (2010) - [j1]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): 271-293 (2010) - [c19]Pedro Casas, Sandrine Vaton:
On the use of random neural networks for traffic matrix estimation in large-scale IP networks. IWCMC 2010: 326-330
2000 – 2009
- 2009
- [c18]Pedro Casas, Federico Larroca, Jean-Louis Rougier, Sandrine Vaton:
Robust routing vs dynamic load-balancing a comprehensive study and new directions. DRCN 2009: 123-130 - [c17]Pedro Casas, Federico Larroca, Sandrine Vaton:
Robust Routing Mechanisms for Intradomain Traffic Engineering in Dynamic Networks. LANOMS 2009 - [c16]Pedro Casas, Sandrine Vaton, Lionel Fillatre, Thierry Chonavel:
Efficient methods for traffic matrix modeling and on-line estimation in large-scale IP networks. ITC 2009: 1-8 - 2008
- [c15]Lionel Fillatre, Igor V. Nikiforov, Pedro Casas, Sandrine Vaton:
Optimal volume anomaly detection in network traffic flows. EUSIPCO 2008: 1-5 - [c14]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: 96-113 - [c13]Pedro Casas, Lionel Fillatre, Sandrine Vaton:
Multi Hour Robust Routing and Fast Load Change Detection for Traffic Engineering. ICC 2008: 5777-5782 - 2007
- [c12]Hamza Dahmouni, Sandrine Vaton, David Rossé:
A markovian signature-based approach to IP traffic classification. MineNet 2007: 29-34 - 2006
- [c11]Ilmari Juva, Sandrine Vaton, Jorma T. Virtamo:
Quick Traffic Matrix Estimation Based on Link Count Covariances. ICC 2006: 603-608 - 2005
- [c10]Hamza Dahmouni, Bertrand Morin, Sandrine Vaton:
Performance modelling of GSM/GPRS cells with different radio resource allocation strategies. WCNC 2005: 1317-1322 - 2004
- [c9]Sandrine Vaton, Jean-Sébastien Bedo:
Network traffic matrix: how can one learn the prior distributions from the link counts only? ICC 2004: 2138-2142 - 2002
- [c8]Sandrine Vaton, Thierry Chonavel, Samir Saoudi:
Iterative multi-user detection and decoding for turbo-coded DS-CDMA systems. EUSIPCO 2002: 1-4 - [c7]Claude Berrou, Sandrine Vaton, Michel Jézéquel, Catherine Douillard:
Computing the minimum distance of linear codes by the error impulse method. GLOBECOM 2002: 1017-1020 - [c6]Sandrine Vaton, Annie Gravey:
Iterative Bayesian estimation of network traffic matrices in the case of bursty flows. Internet Measurement Workshop 2002: 89-90 - 2001
- [c5]Kavé Salamatian, Sandrine Vaton:
Hidden Markov modeling for network communication channels. SIGMETRICS/Performance 2001: 92-101
1990 – 1999
- 1999
- [c4]Sandrine Vaton, Thierry Chonavel:
Estimating the offset parameters of a mixture in the Fourier domain. ICASSP 1999: 1553-1556 - 1998
- [c3]Sandrine Vaton, Eric Moulines:
A locally stationary semi-Markovian representation for ethernet LAN traffic data. Broadband Communications 1998: 525-537 - [c2]Sandrine Vaton:
A new test of stationarity and its application to teletraffic data. ICASSP 1998: 3449-3452 - 1997
- [c1]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: 48-76
Coauthor Index
aka: Alexandre Reiffers-Masson
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