Posts by Collection

Assistance for the identification of malfunctioning devices Using traffic metadata

Published: November 01, 2020

Authors: S. Berlemont, N. Najari, G. Lefebvre, Orange 2020

Anomaly detection for device maintenance

Published: June 17, 2022

Authors: N. Najari, S. Berlemont, G. Lefebvre, Orange 2022

Portfolio item number 1

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Network Traffic Modeling For IoT-device Re-identification

Published: September 10, 2020

Conference: IEEE International Conference on Omni-layer Intelligent Systems, 2020
Authors: N. Najari, S. Berlemont, G. Lefebvre, S. Duffner and C. Garcia
Links: Paper, Pre-recorded presentation, Bibtex

RADON: Robust Autoencoder for Unsupervised Anomaly Detection

Published: December 06, 2021

Conference: 14th International Conference on Security of Information and Networks, 2021.
Authors: N. Najari, S. Berlemont, G. Lefebvre, S. Duffner and C. Garcia
DOI: 10.1109/SIN54109.2021.9699174
Links: Paper, Bibtex

Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection

Published: April 13, 2022

Conference: The 36th International Conference on Advanced Information Networking and Applications, AINA 2022.
Authors: N. Najari, S. Berlemont, G. Lefebvre, S. Duffner and C. Garcia
DOI: 10.1007/978-3-030-99587-4_24
Links: Paper, Preprint, Presentation, Bibtex

RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection

Published: July 14, 2022

Conference: Workshop AALTD of the ECML-PKDD conference (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database)
Authors: N. Najari, S. Berlemont, G. Lefebvre, S. Duffner and C. Garcia
Links: Soon

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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