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Jonathan Villain

Microplastics in Mediterranean Sea: A protocol to robustly assess contamination characteristics
2019 · Mikaël Kedzierski, Jonathan Villain, et al. · PLoS ONE · 71
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Acute toxicities of pharmaceuticals toward green algae. mode of action, biopharmaceutical drug disposition classification system and quantile regression models
2015 · Jonathan Villain, Laetitia Minguez, et al. · Ecotoxicology and Environmental Safety · 53
EM Monitoring and Classification of IEMI and Protocol-Based Attacks on IEEE 802.11n Communication Networks
2019 · Jonathan Villain, Virginie Deniau, et al. · IEEE Transactions on Electromagnetic Compatibility · 20
3D Pharmacophore, hierarchical methods, and 5-HT4receptor binding data
2008 · Thibault Varin, Nicolas Saettel, et al. · Journal of Enzyme Inhibition and Medicinal Chemistry · 18
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Quantile regression model for a diverse set of chemicals: application to acute toxicity for green algae
2014 · Jonathan Villain, Sylvain Lozano, et al. · Journal of Molecular Modeling · 15
A Framework to Design Efficent Blockchain-Based Decentralized Federated Learning Architectures
2024 · Yannis Formery, Leo Mendiboure, et al. · IEEE Open Journal of the Computer Society · 13
Characterization of IEEE 802.11 Communications and Detection of Low-Power Jamming Attacks in Noncontrolled Environment Based on a Clustering Study
2021 · Jonathan Villain, Virginie Deniau, et al. · IEEE Systems Journal · 13
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Detection and Classification of Interference affecting LoRaWAN communications in Railway environment
2022 · Jonathan Villain, Virginie Deniau, et al. · URSI Atlantic Radio Science Conference · 7
Analysis of the Susceptibility of the LoRa Communication Protocol in the Railway Electromagnetic Environment
2021 · Virginie Deniau, Thomas Vantrovs, et al. · URSI General Assembly and Scientific Symposium · 7
Ensemble Extreme Learning Machine Based Equalizers for OFDM Systems
2020 · Michel Saideh, Eric Pierre Simon, et al. · International Conference on Signal Processing and Communication Systems · 6
A Threshold-Based Detection Approach To Detect Fake Access Points and Jamming Attacks on IEEE 802.11 Networks: Implementation, Results and Limitations
2022 · Andy Amoordon, Virginie Deniau, et al. · URSI Atlantic Radio Science Conference · 5
Statistical Methodology for Identifying Microplastic Samples Collected During TARA Mediterranean Campaign
2017 · Mathilde Falcou-Préfol, Mikaël Kedzierski, et al. · Springer water · 5
Work domain constraints for modelling surgical performance
2015 · Thierry Morineau, Laurent Riffaud, et al. · International Journal of Computer Assisted Radiology and Surgery · 5
Communication Frame Analysis to Differentiate Between Authorized and Unauthorized Drones of the Same Model
2026 · Angesom Ataklity Tesfay, Jonathan Villain, et al. · Drones · 3
Trusted Federated Learning: Towards a Partial Zero-Knowledge Proof Approach
2025 · Yannis Formery, Leo Mendiboure, et al. · IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S) · 3
Jamming Detection in Electromagnetic Communication with Machine Learning: A Survey and Perspective
2022 · Jonathan Villain, Virginie Deniau, et al. · CRC Press eBooks · 3
Blockchain-based Jamming Detection in Vehicular Networks
2024 · Nathan Chopinet, Leo Mendiboure, et al. · International Conference on Blockchain Computing and Applications (BCCA) · 1
Vehicular Wireless Communications
2024 · Jonathan VILLAIN, Virginie DENIAU, et al. · 1
Trusted SMEs for Sustainable Growth of Europeans Economical Backbone to Strengthen the Digital Sovereignty: The KDT Resilient Trust Project
2024 · Hassan Aboushady, Noemie Beringuier-Boher, et al. · Euromicro Conference on Digital System Design (DSD) · 1
Detection of cyber-attacks on Wi-Fi networks by classification of spectral data
2020 · Jonathan Villain, Virginie Deniau, et al. · URSI General Assembly and Scientific Symposium · 1
Online EM Monitoring of 802.11n Networks using Self Adaptive Kernel Machine
2019 · Jonathan Villain, Anthony Fleury, et al. · International Conference on Machine Learning and Applications · 1
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The “Resilient Trust” project: towards a secure-safe-resilient Internet of Intelligent Things
2026 · Hassan Aboushady, Joel Åhlund, et al. · Microprocessors and Microsystems
Machine Learning Techniques for Communication Signal Identification
2026 · Paul Monferran, Jonathan Villain, et al. · International Symposium on Electromagnetic Compatibility - EMC Europe (EMC Europe)
Effective Jamming Detection Using YOLO
2026 · Jonathan Villain, Mickael Dufour, et al. · IEEE Transactions on Electromagnetic Compatibility
Indoor 1D-Localization of Omnidirectional Power-Modulated Jammers: A Machine Learning Approach With Rapid Database Generation
2025 · Paul Monferran, Antonio Costanzo, et al. · IEEE Transactions on Electromagnetic Compatibility
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Works count: 51
Citation count: 252
H-index: 7
I10-index: 7
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