Sandrine Vaton
Orcid: 0000-0001-8940-6004
According to our database1,
Sandrine Vaton
authored at least 75 papers
between 1997 and 2024.
Collaborative distances:
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Bibliography
2024
Data Min. Knowl. Discov., July, 2024
Automated slow-start detection for anomaly root cause analysis and BBR identification.
Ann. des Télécommunications, April, 2024
Using CVSS scores can make more informed and more adapted Intrusion Detection Systems.
J. Univers. Comput. Sci., 2024
SECL: A Zero-Day Attack Detector and Classifier based on Contrastive Learning and Strong Regularization.
Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024
2023
Automated Identification of BBR Traffic based on Packet Inter-Arrival Times Analysis.
Proceedings of the 35th International Teletraffic Congress, 2023
Explainability-based Metrics to Help Cyber Operators Find and Correct Misclassified Cyberattacks.
SAFE@CoNEXT, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023
Proceedings of the IFIP Networking Conference, 2023
Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, 2023
Proceedings of the Extraction et Gestion des Connaissances, 2023
Cyber Informedness: A New Metric using CVSS to Increase Trust in Intrusion Detection Systems.
Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference, 2023
2022
Ann. des Télécommunications, 2022
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022
Proceedings of the 25th Conference on Innovation in Clouds, Internet and Networks, 2022
Proceedings of the IEEE International Conference on Knowledge Graph, 2022
Proceedings of the 18th International Conference on Network and Service Management, 2022
2021
IEEE Access, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
2020
On the Variational Posterior of Dirichlet Process Deep Latent Gaussian Mixture Models.
CoRR, 2020
Web View: A Measurement Platform for Depicting Web Browsing Performance and Delivery.
IEEE Commun. Mag., 2020
Large-Scale Characterization and Segmentation of Internet Path Delays With Infinite HMMs.
IEEE Access, 2020
Proceedings of the NOMS 2020, 2020
An Infinite Multivariate Categorical Mixture Model for Self-Diagnosis of Telecommunication Networks.
Proceedings of the 23rd Conference on Innovation in Clouds, 2020
2019
Joint Minimization of Monitoring Cost and Delay in Overlay Networks: Optimal Policies with a Markovian Approach.
J. Netw. Syst. Manag., 2019
Comput. Networks, 2019
Proceedings of the 10th IFIP International Conference on New Technologies, 2019
Poster Abstract: A flexible infinite HMM model for accurate characterization and segmentation of RTT timeseries.
Proceedings of the IEEE INFOCOM 2019, 2019
Statistical Characterization of Round-Trip Times with Nonparametric Hidden Markov Models.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019
Proceedings of the 22nd Conference on Innovation in Clouds, 2019
2018
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
2017
Model-Based Probabilistic Reasoning for Self-Diagnosis of Telecommunication Networks: Application to a GPON-FTTH Access Network.
J. Netw. Syst. Manag., 2017
Application of probabilistic modeling and machine learning to the diagnosis of FTTH GPON networks.
Proceedings of the 2017 International Conference on Optical Network Design and Modeling, 2017
Which secure transport protocol for a reliable HTTP/2-based web service: TLS or QUIC?
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017
2016
A highly adaptable probabilistic model for self-diagnosis of GPON-FTTH access networks.
Proceedings of the 24th International Conference on Software, 2016
Proceedings of the 2016 workshop on Fostering Latin-American Research in Data Communication Networks, 2016
A tutorial on the EM algorithm for Bayesian networks: Application to self-diagnosis of GPON-FTTH networks.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016
Proceedings of the 2016 Euromicro Conference on Digital System Design, 2016
2015
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015
2014
Proceedings of the Latin America Networking Conference on LANC 2014, Montevideo, Uruguay, September 18, 2014
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014
2013
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Proceedings of the first edition workshop on High performance and programmable networking, 2013
2012
Proceedings of the NETWORKING 2012, 2012
Proceedings of the 8th International Wireless Communications and Mobile Computing Conference, 2012
2011
Reactive Robust Routing: Anomaly Localization and Routing Reconfiguration for Dynamic Networks.
J. Netw. Syst. Manag., 2011
Maximum Delay Computation under Traffic Matrix Uncertainty and Its Application to Interdomain Path Selection.
Proceedings of the Network Optimization - 5th International Conference, 2011
Network Bandwidth Allocation with End-to-End QoS Constraints and Revenue Sharing in Multi-domain Federations.
Proceedings of the Economics of Converged, Internet-Based Networks, 2011
2010
A scalable, efficient and informative approach for anomaly-based intrusion detection systems: theory and practice.
Int. J. Netw. Manag., 2010
Eur. Trans. Telecommun., 2010
Optimal volume anomaly detection and isolation in large-scale IP networks using coarse-grained measurements.
Comput. Networks, 2010
On the use of random neural networks for traffic matrix estimation in large-scale IP networks.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010
2009
Efficient methods for traffic matrix modeling and on-line estimation in large-scale IP networks.
Proceedings of the 21st International Teletraffic Congress, 2009
Proceedings of the 2009 Latin American Network Operations and Management Symposium, 2009
Proceedings of the 7th International Workshop on Design of Reliable Communication Networks, 2009
2008
Proceedings of IEEE International Conference on Communications, 2008
Volume Anomaly Detection in Data Networks: An Optimal Detection Algorithm vs. the PCA Approach.
Proceedings of the Traffic Management and Traffic Engineering for the Future Internet, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Proceedings of the 3rd Annual ACM Workshop on Mining Network Data, 2007
2006
Proceedings of IEEE International Conference on Communications, 2006
2005
Performance modelling of GSM/GPRS cells with different radio resource allocation strategies.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2005
2004
Network traffic matrix: how can one learn the prior distributions from the link counts only?
Proceedings of IEEE International Conference on Communications, 2004
2002
Iterative Bayesian estimation of network traffic matrices in the case of bursty flows.
Proceedings of the 2nd ACM SIGCOMM Internet Measurement Workshop, 2002
Proceedings of the Global Telecommunications Conference, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
2001
Proceedings of the Joint International Conference on Measurements and Modeling of Computer Systems, 2001
1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Proceedings of the Broadband Communications: The future of telecommunications, 1998
1997
Is the Apparent Self-Similarity of the Broadband Traffic Due to Non Stationarity?
Proceedings of the Performance Analysis of ATM Networks, 1997