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Pierre-François Gimenez
Pierre-François Gimenez
Research scientist at Inria
Adresă de e-mail confirmată pe inria.fr - Pagina de pornire
Titlu
Citat de
Citat de
Anul
Explainable artificial intelligence for cybersecurity: a literature survey
F Charmet, HC Tanuwidjaja, S Ayoubi, PF Gimenez, Y Han, H Jmila, ...
Annals of Telecommunications 77 (11), 789-812, 2022
792022
Errors in the CICIDS2017 dataset and the significant differences in detection performances it makes
M Lanvin, PF Gimenez, Y Han, F Majorczyk, L Mé, É Totel
International Conference on Risks and Security of Internet and Systems, 18-33, 2022
432022
Debiasing android malware datasets: How can i trust your results if your dataset is biased?
TC Miranda, PF Gimenez, JF Lalande, VVT Tong, P Wilke
IEEE Transactions on Information Forensics and Security 17, 2182-2197, 2022
212022
Learning lexicographic preference trees from positive examples
H Fargier, PF Gimenez, J Mengin
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
182018
RIDS: Radio intrusion detection and diagnosis system for wireless communications in smart environment
PF Gimenez, J Roux, E Alata, G Auriol, M Kaâniche, V Nicomette
ACM Transactions on Cyber-Physical Systems 5 (3), 1-1, 2021
102021
Hardware-Performance-Counters-based anomaly detection in massively deployed smart industrial devices
M Bourdon, PF Gimenez, E Alata, M Kaaniche, V Migliore, V Nicomette, ...
2020 IEEE 19th International Symposium on Network Computing and Applications …, 2020
92020
Recommendation for product configuration: an experimental evaluation
H Fargier, PF Gimenez, J Mengin
18th International Configuration Workshop (CWS 2016) within CP 2016: 22nd …, 2016
82016
Towards understanding alerts raised by unsupervised network intrusion detection systems
M Lanvin, PF Gimenez, Y Han, F Majorczyk, L Mé, E Totel
Proceedings of the 26th International Symposium on Research in Attacks …, 2023
62023
Towards generic quality assessment of synthetic traffic for evaluating intrusion detection systems
A Schoen, G Blanc, PF Gimenez, Y Han, F Majorczyk, L Mé
RESSI 2022-Rendez-Vous de la Recherche et de l'Enseignement de la Sécurité …, 2022
52022
Experimental evaluation of three value recommendation methods in interactive configuration
H Fargier, PF Gimenez, J Mengin
Journal of Universal Computer Science 26 (3), 318-342, 2020
32020
A Tale of Two Methods: Unveiling the limitations of GAN and the Rise of Bayesian Networks for Synthetic Network Traffic Generation
A Schoen, G Blanc, PF Gimenez, Y Han, F Majorczyk, L Me
2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW …, 2024
22024
The complexity of unsupervised learning of lexicographic preferences
H Fargier, PF Gimenez, J Mengin, BNL Nguyen
arXiv preprint arXiv:2209.11505, 2022
22022
Towards a representation of malware execution traces for experts and machine learning
V Raulin, PF Gimenez, Y Han, VVT Tong
RESSI 2022-Rendez-Vous de la Recherche et de l'Enseignement de la Sécurité …, 2022
22022
GUI-Mimic, a cross-platform recorder and fuzzer of Graphical User Interface
V Raulin, PF Gimenez, Y Han, VVT Tong, L Ouairy
GreHack 2021-9th International Symposium on Research in Grey-Hat Hacking, 1-7, 2021
22021
On-board diagnosis: a first step from detection to prevention of intrusions on avionics applications
A Damien, PF Gimenez, N Feyt, V Nicomette, M Kaâniche, E Alata
2020 IEEE 31st International Symposium on Software Reliability Engineering …, 2020
22020
FlowChronicle: Synthetic Network Flow Generation through Pattern Set Mining
J Cüppers, A Schoen, G Blanc, PF Gimenez
Proceedings of the ACM on Networking 2 (CoNEXT4), 1-20, 2024
12024
Conditionally Acyclic CO-Networks for Efficient Preferential Optimization
PF Gimenez, J Mengin
26th European Conference on Artificial Intelligence (ECAI 2023) 372 (10.3233 …, 2023
12023
BAGUETTE: Hunting for Evidence of Malicious Behavior in Dynamic Analysis Reports
V Raulin, PF Gimenez, Y Han, VVT Tong
SECRYPT 2023-20th International conference on security and cryptography, 1-8, 2023
12023
Recommandation par inférence bayésienne. application à la configuration de produit
H Fargier, PF Gimenez, J Mengin
Revue des Sciences et Technologies de l'Information-Série RIA: Revue d …, 2018
12018
TADAM: Learning Timed Automata from Noisy Observations
L Cornanguer, PF Gimenez
SIAM International Conference on Data Mining (SDM25), 2025
2025
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