Pierre-François Gimenez

Sébastien Kilian , Frédéric Majorczyk , Alexander Sanchez , Pierre-Victor Besson , Valerie Viet Triem Tong , Jean-Francois Lalande , Pierre-François Gimenez

Communication at a conference 01/01/2025

TADAM: Learning Timed Automata from Noisy Observations

Lénaïg Cornanguer , Pierre-François Gimenez

Communication at a conference 09/12/2024

FlowChronicle: synthetic network flow generation through pattern set mining

Joscha Cüppers , Gregory Blanc , Pierre-François Gimenez

Communication at a conference 20/08/2024

A tale of two methods: unveiling the limitations of GAN and the rise of Bayesian networks for synthetic network traffic generation

Gregory Blanc , Yufei Han , Frédéric Majorczyk , Ludovic Mé , Pierre-François Gimenez

Communication at a conference 01/05/2024

A Parser-Based Data Collector for Intrusion Detection

Gregor Quetel , Eric Alata , Laurent Pautet , Thomas robert , Pierre-François Gimenez

Communication at a conference 01/01/2024

Learning Conditional Preference Networks: an Approach Based on the Minimum Description Length Principle

Jerome Mengin , Pierre-François Gimenez

Communication at a conference 01/01/2024

Survey on system-level graph-based and anomaly-based intrusion detection

Fanny Dijoud , Michel Hurfin , Frédéric Majorczyk , Barbara Pilaster , Pierre-François Gimenez

Communication at a conference 01/10/2023

Towards understanding alerts raised by unsupervised network intrusion detection systems

Yufei Han , Frédéric Majorczyk , Ludovic Mé , Eric Totel , Maxime Lanvin , Pierre-François Gimenez

Communication at a conference 01/09/2023

Conditionally Acyclic CO-Networks for Efficient Preferential Optimization

Jerome Mengin , Pierre-François Gimenez

Communication at a conference 16/06/2023

BAGUETTE: Hunting for Evidence of Malicious Behavior in Dynamic Analysis Reports

Yufei Han , Pierre-François Gimenez , Valerie Viet Triem Tong

Communication at a conference 14/05/2023

Errors in the CICIDS2017 dataset and the significant differences in detection performances it makes

Yufei Han , Frédéric Majorczyk , Ludovic Mé , Eric Totel , Maxime Lanvin , Pierre-François Gimenez

Communication at a conference 23/07/2022

The complexity of unsupervised learning of lexicographic preferences

Helene Fargier , Jerome Mengin , Bao Ngoc Le Nguyen , Pierre-François Gimenez

Article in a journal 03/06/2022

Debiasing Android Malware Datasets: How Can I Trust Your Results If Your Dataset Is Biased?

Tomás Concepcion Miranda , Pierre-François Gimenez , Jean-Francois Lalande , Valerie Viet Triem Tong , Pierre Wilke

Communication at a conference 10/05/2022

Towards generic quality assessment of synthetic traffic for evaluating intrusion detection systems

Gregory Blanc , Yufei Han , Frédéric Majorczyk , Ludovic Mé , Pierre-François Gimenez

Communication at a conference 10/05/2022

Detecting APT through graph anomaly detection

Yufei Han , Frédéric Majorczyk , Ludovic Mé , Eric Totel , Maxime Lanvin , Pierre-François Gimenez

Communication at a conference 10/05/2022

Towards a Representation of Malware Execution Traces for Experts and Machine Learning

Yufei Han , Pierre-François Gimenez , Valerie Viet Triem Tong

Communication at a conference 19/11/2021

GUI-Mimic, a cross-platform recorder and fuzzer of Graphical User Interface

Yufei Han , Leopold Ouairy , Pierre-François Gimenez , Valerie Viet Triem Tong

Article in a journal 01/07/2021

RIDS: Radio intrusion detection and diagnosis system for wireless communications in smart environment

Jonathan Roux , Eric Alata , Guillaume Auriol , Mohamed Kaâniche , Vincent Nicomette , Pierre-François Gimenez

Communication at a conference 01/11/2020

Hardware-Performance-Counters-based anomaly detection in massively deployed smart industrial devices

Malcolm Bourdon , Eric Alata , Mohamed Kaâniche , Vincent Migliore , Vincent Nicomette , Youssef Laarouchi , Pierre-François Gimenez

Communication at a conference 01/10/2020

On-board Diagnosis: A First Step from Detection to Prevention of Intrusions on Avionics Applications

Aliénor Damien , Nathalie Feyt , Vincent Nicomette , Mohamed Kaâniche , Eric Alata , Pierre-François Gimenez

Article in a journal 28/03/2020

Experimental Evaluation of Three Value Recommendation Methods in Interactive Configuration

Helene Fargier , Jerome Mengin , Pierre-François Gimenez

Thesis 10/10/2018

Learning preferences in combinatorial space and application to recommendation in interactive configuration

Pierre-François Gimenez

Communication at a conference 01/01/2018

Learning Lexicographic Preference Trees From Positive Examples

Helene Fargier , Jerome Mengin , Pierre-François Gimenez

Article in a journal 01/01/2018

Recommendation by Bayesian inference. Application to product configuration.

Helene Fargier , Jerome Mengin , Pierre-François Gimenez