Pierre-François Gimenez

Laboratoire Confidentialté, Intégrité, Disponibilité, Répartition

pierre-francois.gimenez [at] centralesupelec.fr

Mots clés :

  • sécurité, machine learning

En savoir plus sur Pierre-François Gimenez

Publications :

  • Communication dans un congrès - 16 documents
    • Pierre-François Gimenez, Jérôme Mengin. Learning Conditional Preference Networks: an Approach Based on the Minimum Description Length Principle, 2024-08-03. (https://ut3-toulouseinp.hal.science/hal-04572196v1)
    • Fanny Dijoud, Pierre-François Gimenez, Michel Hurfin, Frédéric Majorczyk, Barbara Pilastre. Survey on system-level graph-based and anomaly-based intrusion detection, 2024-05-15. (https://inria.hal.science/hal-04714325v1)
    • Maxime Lanvin, Pierre-François Gimenez, Yufei Han, Frédéric Majorczyk, Ludovic Mé, Eric Totel. Towards understanding alerts raised by unsupervised network intrusion detection systems, 2023-10-16. (https://hal.science/hal-04172470v1)
    • Pierre-François Gimenez, Jérôme Mengin. Conditionally Acyclic CO-Networks for Efficient Preferential Optimization, 2023-09-30. (https://hal.science/hal-04756791v1)
    • Vincent Raulin, Pierre-François Gimenez, Yufei Han, Valérie Viet Triem Tong. BAGUETTE: Hunting for Evidence of Malicious Behavior in Dynamic Analysis Reports, 2023-07-10. (https://hal.science/hal-04102144v1)
    • Maxime Lanvin, Pierre-François Gimenez, Yufei Han, Frédéric Majorczyk, Ludovic Mé, Eric Totel. Errors in the CICIDS2017 dataset and the significant differences in detection performances it makes, 2022-12-07. (https://hal.science/hal-03775466v1)
    • Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin, Bao Ngoc Le Nguyen. The complexity of unsupervised learning of lexicographic preferences, 2022-07-23. (https://inria.hal.science/hal-03784693v1)
    • Adrien Schoen, Gregory Blanc, Pierre-François Gimenez, Yufei Han, Frédéric Majorczyk, Ludovic Mé. Towards generic quality assessment of synthetic traffic for evaluating intrusion detection systems, 2022-05-10. (https://hal.science/hal-03675359v1)
    • Vincent Raulin, Pierre-François Gimenez, Yufei Han, Valérie Viet Triem Tong. Towards a Representation of Malware Execution Traces for Experts and Machine Learning, 2022-05-10. (https://hal.science/hal-03675366v1)
    • Maxime Lanvin, Pierre-François Gimenez, Yufei Han, Frédéric Majorczyk, Ludovic Mé, Éric Totel. Detecting APT through graph anomaly detection, 2022-05-10. (https://hal.science/hal-03675346v1)
    • Vincent Raulin, Pierre-François Gimenez, Yufei Han, Valérie Viet Triem Tong, Léopold Ouairy. GUI-Mimic, a cross-platform recorder and fuzzer of Graphical User Interface, 2021-11-19. (https://hal.science/hal-03449827v1)
    • Malcolm Bourdon, Pierre-François Gimenez, Eric Alata, Mohamed Kaâniche, Vincent Migliore, Vincent Nicomette, Youssef Laarouchi. Hardware-Performance-Counters-based anomaly detection in massively deployed smart industrial devices, 2020-11-24. (https://laas.hal.science/hal-03328251v1)
    • Aliénor Damien, Pierre-François Gimenez, Nathalie Feyt, Vincent Nicomette, Mohamed Kaâniche, Eric Alata. On-board Diagnosis: A First Step from Detection to Prevention of Intrusions on Avionics Applications, 2020-10-12. (https://laas.hal.science/hal-03094215v1)
    • Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin. Learning Lexicographic Preference Trees From Positive Examples, 2018-02-02. (https://hal.science/hal-03636634v1)
    • Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin. Recommendation for product configuration: an experimental evaluation, 2016-09-05. (https://hal.science/hal-01445239v1)
    • Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin. Recommendation using Bayesian inference for product configuration, 2016-06-27. (https://hal.science/hal-03172264v1)
  • Article dans une revue - 4 documents
    • Tomás Concepción Miranda, Pierre-Francois Gimenez, Jean-François Lalande, Valérie Viet Triem Tong, Pierre Wilke. Debiasing Android Malware Datasets: How Can I Trust Your Results If Your Dataset Is Biased?, 2022-06-03. (https://inria.hal.science/hal-03700082v1)
    • Pierre-François Gimenez, Jonathan Roux, Eric Alata, Guillaume Auriol, Mohamed Kaâniche, Vincent Nicomette. RIDS: Radio intrusion detection and diagnosis system for wireless communications in smart environment, 2021-07. (https://hal.science/hal-03123925v1)
    • Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin. Experimental Evaluation of Three Value Recommendation Methods in Interactive Configuration, 2020-03-28. (https://hal.science/hal-02940706v3)
    • Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin. Recommandation par inférence bayésienne. Application à la configuration de produit, 2018. (https://hal.science/hal-02182000v1)
  • Thèse - 1 document
  • Rapport - 1 document