Sandrine Vaton

81 papers A* 1A 5B 14C 3Misc 7Journal 25Unranked 25

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