Thibault Debatty

Adv-Bot: Realistic Adversarial Botnet Attacks against Network Intrusion Detection Systems

Journal paper

Islam Debicha, Benjamin Cochez, Tayeb Kenaza, Thibault Debatty, Jean-Michel Dricot, Wim Mees

2023

https://doi.org/10.1016/j.cose.2023.103176

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Attack Detection in SS7

Conference paper

Charles Beumier, Thibault Debatty

2022

MCSS 2022: Multimedia Communications, Services and Security

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Evaluation through deployment of the Multi-agent System For Advanced Persistent Threat Detection framework in a Cyber Range environment

Conference paper

Georgi Nikolov, Thibault Debatty, Wim Mees

2022

Digital Transformation, Cybersecurity, And Resilience DIGILIENCE 2022

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Detection through Visualization for the Multi-Agent System for APT Detection

Conference paper

Georgi Nikolov, Thibault Debatty, Wim Mees

2022

Digital Transformation, Cybersecurity, And Resilience DIGILIENCE 2022

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TAD: Transfer learning-based multi-adversarial detection of evasion attacks against network intrusion detection systems

Journal paper

Islam Debicha, Richard Bauwens, Thibault Debatty, Jean-Michel Dricot, Tayeb Kenaza, Wim Mees

2022

https://doi.org/10.1016/j.future.2022.08.011

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Detect & Reject for Transferability of Black-box Adversarial Attacks Against Network Intrusion Detection Systems

Conference paper

Islam Debicha, Thibault Debatty, Jean-Michel Dricot, Wim Mees, Tayeb Kenaza

2021

Third International Conference on Advances in Cyber Security (ACeS2021)

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Adversarial Training for Deep Learning-based Intrusion Detection Systems

Conference paper

Islam Debicha, Thibault Debatty, Jean-Michel Dricot, Wim Mees

2021

The Sixteenth International Conference on Systems (ICONS 2021)

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Comparison of a Supervised Trained Neural Network Classifier and a Supervised Trained Aggregation Function Classifier

Conference paper

Alexandre Croix, Thibault Debatty, Wim Mees

2020

The Twelfth International Conference on Evolving Internet (INTERNET 2020)

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Evaluation of a Multi-agent Anomaly-based Advanced Persistent Threat Detection Framework

Conference paper

Georgi Nikolov, Thibault Debatty, Wim Mees

2020

The Twelfth International Conference on Evolving Internet (INTERNET 2020)

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Efficient Intrusion Detection Using Evidence Theory

Conference paper

Islam Debicha, Thibault Debatty, Wim Mees, Jean-Michel Dricot

2020

The Twelfth International Conference on Evolving Internet (INTERNET 2020)

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Training a multi-criteria decision system and application to the detection of PHP webshells

Conference paper

Alexandre Croix, Thibault Debatty, Wim Mees

2019

2019 International Conference on Military Communications and Information

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Building a Cyber Range for training CyberDefense Situation Awareness

Conference paper

Thibault Debatty, Wim Mees

2019

2019 International Conference on Military Communications and Information

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Design and analysis of distributed k-nearest neighbors graph algorithms

PhD thesis

Thibault Debatty

2018

TELECOM ParisTech and Royal Military Academy

Supervisors: Pietro Michiardi and Wim Mees

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A comparative analysis of visualisation techniques to achieve cyber situational awareness in the military

Conference paper

Thibault Debatty, Wim Mees, Salvador Llopis, Javier Hingant, Israel Pérez, Manuel Esteve, Federico Carvajal

2018

2018 International Conference on Military Communications and Information Systems (ICMCIS)

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Graph-based APT detection

Conference paper

Thibault Debatty, Wim Mees, Thomas Gilon

2018

2018 International Conference on Military Communications and Information

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Achieving cyber situation awareness through a multi-aspect 3D operational picture

Conference paper

Thibault Debatty, Wim Mees, Salvador Llopis

2016

Proceedings of the NATO IST-148 Symposium on Cyber Defense Situational Awareness

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Fast distributed k-nn graph update

Conference paper

Thibault Debatty, Fabio Pulvirenti, Pietro Michiardi, Wim Mees

2016

2016 IEEE International Conference on Big Data (Big Data)

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An attempt at defining cyberdefense situation awareness in the context of command & control

Conference paper

Wim Mees, Thibault Debatty

2015

2015 International Conference on Military Communications and Information Systems (ICMCIS)

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Scalable k-NN based text clustering

Conference paper

Alessandro Lulli, Thibault Debatty, Matteo Dell'Amico, Pietro Michiardi, Laura Ricci

2015

2015 IEEE International Conference on Big Data (Big Data)

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Scalable graph building from text data

Conference paper

Thibault Debatty, Pietro Michiardi, Olivier Thonnard, Wim Mees

2014

Proceedings of the 3rd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications

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Building k-nn graphs from large text data

Conference paper

Thibault Debatty, Pietro Michiardi, Olivier Thonnard, Wim Mees

2014

2014 IEEE International Conference on Big Data (Big Data)

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Multi-agent system for APT detection

Conference paper

Thibault Debatty, Wim Mees

2014

2014 IEEE International Symposium on Software Reliability Engineering Workshops

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Determining the k in k-means with MapReduce

Conference paper

Thibault Debatty, Pietro Michiardi, Wim Mees, Olivier Thonnard

2014

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014)

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