Pierre-François Gimenez

According to our database, Pierre-François Gimenez authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Pierre-François Gimenez, Jérôme Mengin

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Tale of Two Methods: Unveiling the Limitations of GAN and the Rise of Bayesian Networks for Synthetic Network Traffic Generation.

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

Proceedings of the IEEE European Symposium on Security and Privacy Workshops, 2024

2023

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

Vincent Raulin, Pierre-François Gimenez, Yufei Han, Valérie Viet Triem Tong

Proceedings of the 20th International Conference on Security and Cryptography, 2023

Towards Understanding Alerts raised by Unsupervised Network Intrusion Detection Systems.

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

Proceedings of the 26th International Symposium on Research in Attacks, 2023

Conditionally Acyclic CO-Networks for Efficient Preferential Optimization.

Pierre-François Gimenez, Jérôme Mengin

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Dada: Debiased Android DAtasets.

Tomás Concepción Miranda, Pierre-François Gimenez, Jean-François Lalande, Valérie Viet Triem Tong, Pierre Wilke

Dataset, October, 2022

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

Tomás Concepción Miranda, Pierre-François Gimenez, Jean-François Lalande, Valérie Viet Triem Tong, Pierre Wilke

IEEE Trans. Inf. Forensics Secur., 2022

The complexity of unsupervised learning of lexicographic preferences.

Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin, Bao Ngoc Le Nguyen

CoRR, 2022

Explainable artificial intelligence for cybersecurity: a literature survey.

Fabien Charmet, Harry Chandra Tanuwidjaja, Solayman Ayoubi, Pierre-François Gimenez, Yufei Han, Houda Jmila, Gregory Blanc, Takeshi Takahashi, Zonghua Zhang

Ann. des Télécommunications, 2022

Errors in the CICIDS2017 Dataset and the Significant Differences in Detection Performances It Makes.

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

Proceedings of the Risks and Security of Internet and Systems, 2022

2021

RIDS: Radio Intrusion Detection and Diagnosis System for Wireless Communications in Smart Environment.

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

ACM Trans. Cyber Phys. Syst., 2021

2020

Experimental Evaluation of Three Value Recommendation Methods in Interactive Configuration.

Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin

J. Univers. Comput. Sci., 2020

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

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

Proceedings of the 19th IEEE International Symposium on Network Computing and Applications, 2020

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

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

Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

2018

Apprentissage de préférences en espace combinatoire et application à la recommandation en configuration interactive. (Preferences learning in combinatorial spaces and application to recommandation in interactive configuration).

Pierre-François Gimenez

PhD thesis, 2018

Recommandation par inférence bayésienne. Application à la configuration de produit.

Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin

Rev. d'Intelligence Artif., 2018

Learning Lexicographic Preference Trees From Positive Examples.

Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018