Pierre-François Gimenez

24 papers A* 2A 5B 1C 2Journal 10Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A theory of injection-based vulnerabilities in formal grammars. Theor. Comput. Sci. Eric Alata, Pierre-François Gimenez
2025	A	`conf`	CasinoLimit: An Offensive Dataset Labeled with MITRE ATT&CK Techniques. RAID Sébastien Kilian, Valérie Viet Triem Tong, Jean-François Lalande, Frédéric Majorczyk, Alexandre Sanchez, Natan Talon, Pierre-Victor Besson, Helene Orsini, Pierre Lledo, Pierre-François Gimenez
2025	—	`conf`	Certifiably Robust Malware Detectors by Design. SEC (2) Pierre-François Gimenez, Sarath Sivaprasad, Mario Fritz
2025	J	`jnl`	Certifiably robust malware detectors by design. CoRR Pierre-François Gimenez, Sarath Sivaprasad, Mario Fritz
2025	J	`jnl`	Mapping AI Benchmark Data to Quantitative Risk Estimates Through Expert Elicitation. CoRR Malcolm Murray, Henry Papadatos, Otter Quarks, Pierre-François Gimenez, Siméon Campos
2025	A	`conf`	TADAM: Learning Timed Automata from Noisy Observations. SDM Lénaïg Cornanguer, Pierre-François Gimenez
2025	—	`conf`	Towards Programming Languages Free of Injection-Based Vulnerabilities by Design. SP (Workshops) Eric Alata, Pierre-François Gimenez
2024	—	`conf`	A Tale of Two Methods: Unveiling the Limitations of GAN and the Rise of Bayesian Networks for Synthetic Network Traffic Generation. EuroS&P Workshops Adrien Schoen, Gregory Blanc, Pierre-François Gimenez, Yufei Han, Frédéric Majorczyk, Ludovic Mé
2024	J	`jnl`	FlowChronicle: Synthetic Network Flow Generation through Pattern Set Mining. PACMNET Joscha Cüppers, Adrien Schoen, Gregory Blanc, Pierre-François Gimenez
2024	A*	`conf`	Learning Conditional Preference Networks: An Approach Based on the Minimum Description Length Principle. IJCAI Pierre-François Gimenez, Jérôme Mengin
2023	C	`conf`	BAGUETTE: Hunting for Evidence of Malicious Behavior in Dynamic Analysis Reports. SECRYPT Vincent Raulin, Pierre-François Gimenez, Yufei Han, Valérie Viet Triem Tong
2023	A	`conf`	Conditionally Acyclic CO-Networks for Efficient Preferential Optimization. ECAI Pierre-François Gimenez, Jérôme Mengin
2023	A	`conf`	Towards Understanding Alerts raised by Unsupervised Network Intrusion Detection Systems. RAID Maxime Lanvin, Pierre-François Gimenez, Yufei Han, Frédéric Majorczyk, Ludovic Mé, Eric Totel
2022	J	`jnl`	Debiasing Android Malware Datasets: How Can I Trust Your Results If Your Dataset Is Biased? IEEE Trans. Inf. Forensics Secur. Tomás Concepción Miranda, Pierre-François Gimenez, Jean-François Lalande, Valérie Viet Triem Tong, Pierre Wilke
2022	C	`conf`	Errors in the CICIDS2017 Dataset and the Significant Differences in Detection Performances It Makes. CRiSIS Maxime Lanvin, Pierre-François Gimenez, Yufei Han, Frédéric Majorczyk, Ludovic Mé, Eric Totel
2022	J	`jnl`	Explainable artificial intelligence for cybersecurity: a literature survey. Ann. des Télécommunications Fabien Charmet, Harry Chandra Tanuwidjaja, Solayman Ayoubi, Pierre-François Gimenez, Yufei Han, Houda Jmila, Gregory Blanc, Takeshi Takahashi, Zonghua Zhang
2022	J	`jnl`	The complexity of unsupervised learning of lexicographic preferences. CoRR Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin, Bao Ngoc Le Nguyen
2021	J	`jnl`	RIDS: Radio Intrusion Detection and Diagnosis System for Wireless Communications in Smart Environment. ACM Trans. Cyber Phys. Syst. Pierre-François Gimenez, Jonathan Roux, Eric Alata, Guillaume Auriol, Mohamed Kaâniche, Vincent Nicomette
2020	J	`jnl`	Experimental Evaluation of Three Value Recommendation Methods in Interactive Configuration. J. Univers. Comput. Sci. Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin
2020	B	`conf`	Hardware-Performance-Counters-based anomaly detection in massively deployed smart industrial devices. NCA Malcolm Bourdon, Pierre-François Gimenez, Eric Alata, Mohamed Kaâniche, Vincent Migliore, Vincent Nicomette, Youssef Laarouchi
2020	A	`conf`	On-board Diagnosis: A First Step from Detection to Prevention of Intrusions on Avionics Applications. ISSRE Aliénor Damien, Pierre-François Gimenez, Nathalie Feyt, Vincent Nicomette, Mohamed Kaâniche, Eric Alata
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
2018	A*	`conf`	Learning Lexicographic Preference Trees From Positive Examples. AAAI Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin
2018	J	`jnl`	Recommandation par inférence bayésienne. Application à la configuration de produit. Rev. d'Intelligence Artif. Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin