Yann Busnel
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Author Swipe
View article: Federated Learning and Network Security: Foundations, Potential, and Resilience
Federated Learning and Network Security: Foundations, Potential, and Resilience Open
International audience
View article: Investigating the Impact of Label-flipping Attacks against Federated Learning for Collaborative Intrusion Detection
Investigating the Impact of Label-flipping Attacks against Federated Learning for Collaborative Intrusion Detection Open
View article: AI algorithm for predicting and optimizing trajectory of massive UAV swarm
AI algorithm for predicting and optimizing trajectory of massive UAV swarm Open
View article: Constraint-based Network Topology Generation for Evaluating Federated Intrusion Detection Systems
Constraint-based Network Topology Generation for Evaluating Federated Intrusion Detection Systems Open
View article: A fuzzy reputation system for Radio Access Network sharing
A fuzzy reputation system for Radio Access Network sharing Open
The authors are thankful to H ´el `ene Le Bouder for her advising andproofreading.
View article: RADAR: Model Quality Assessment for Reputation-aware Collaborative Federated Learning
RADAR: Model Quality Assessment for Reputation-aware Collaborative Federated Learning Open
International audience
View article: Systematic Analysis of Label-flipping Attacks against Federated Learning in Collaborative Intrusion Detection Systems
Systematic Analysis of Label-flipping Attacks against Federated Learning in Collaborative Intrusion Detection Systems Open
International audience
View article: Tutorial: Federated Learning × Security for Network Monitoring
Tutorial: Federated Learning × Security for Network Monitoring Open
International audience
View article: Demo: Highlighting the Limits of Federated Learning in Intrusion Detection
Demo: Highlighting the Limits of Federated Learning in Intrusion Detection Open
International audience
View article: FTM-Broadcast : Détermination efficace de coordonnées sur un réseau à grande échelle
FTM-Broadcast : Détermination efficace de coordonnées sur un réseau à grande échelle Open
National audience
View article: AI Algorithm for Predicting and Optimizing Trajectory of UAV Swarm
AI Algorithm for Predicting and Optimizing Trajectory of UAV Swarm Open
This paper explores the application of Artificial Intelligence (AI) techniques for generating the trajectories of fleets of Unmanned Aerial Vehicles (UAVs). The two main challenges addressed include accurately predicting the paths of UAVs …
View article: Tutorial: Federated Learning × Security in Network Managements
Tutorial: Federated Learning × Security in Network Managements Open
International audience
View article: FTM-Broadcast: Efficient Network-wide Ranging
FTM-Broadcast: Efficient Network-wide Ranging Open
International audience
View article: Optimisation de plan de vol de drones autonomes pour une recharge rapide de capteurs
Optimisation de plan de vol de drones autonomes pour une recharge rapide de capteurs Open
National audience
View article: Trajectory Optimization for Fast Sensor Energy Replenishment using UAVs as RF sources
Trajectory Optimization for Fast Sensor Energy Replenishment using UAVs as RF sources Open
International audience
View article: Federated Learning as enabler for Collaborative Security between not Fully-Trusting Distributed Parties
Federated Learning as enabler for Collaborative Security between not Fully-Trusting Distributed Parties Open
International audience
View article: Drone Fleet Coordination: How Self-Organisation Solves All Your Problems
Drone Fleet Coordination: How Self-Organisation Solves All Your Problems Open
View article: The Evolution of Federated Learning-Based Intrusion Detection and Mitigation: A Survey
The Evolution of Federated Learning-Based Intrusion Detection and Mitigation: A Survey Open
International audience
View article: Cube Sampled K-Prototype Clustering for Featured Data
Cube Sampled K-Prototype Clustering for Featured Data Open
Clustering large amount of data is becoming increasingly important in the current times. Due to the large sizes of data, clustering algorithm often take too much time. Sampling this data before clustering is commonly used to reduce this ti…
View article: Reducing FTM ranging and location attack exposure with crowd-wisdom
Reducing FTM ranging and location attack exposure with crowd-wisdom Open
International audience
View article: Ranging and Location attacks on 802.11 FTM
Ranging and Location attacks on 802.11 FTM Open
View article: Ranging and Location attacks on 802.11 FTM
Ranging and Location attacks on 802.11 FTM Open
International audience
View article: Peer Review #1 of "Probabilistically sampled and spectrally clustered plant species using phenotypic characteristics (v0.2)"
Peer Review #1 of "Probabilistically sampled and spectrally clustered plant species using phenotypic characteristics (v0.2)" Open
Phenotypic characteristics of a plant specie refer to its physical properties as cataloged by plant biologists at different research centers around the world.Clustering species based upon their phenotypic characteristics is used to obtain …
View article: Peer Review #1 of "Probabilistically sampled and spectrally clustered plant species using phenotypic characteristics (v0.1)"
Peer Review #1 of "Probabilistically sampled and spectrally clustered plant species using phenotypic characteristics (v0.1)" Open
Phenotypic characteristics of a plant specie refer to its physical properties as cataloged by plant biologists at different research centers around the world.Clustering species based upon their phenotypic characteristics is used to obtain …
View article: Probabilistically sampled and spectrally clustered plant species using phenotypic characteristics
Probabilistically sampled and spectrally clustered plant species using phenotypic characteristics Open
Phenotypic characteristics of a plant species refers to its physical properties as cataloged by plant biologists at different research centers around the world. Clustering species based upon their phenotypic characteristics is used to obta…
View article: Peer Review #2 of "Probabilistically sampled and spectrally clustered plant species using phenotypic characteristics (v0.1)"
Peer Review #2 of "Probabilistically sampled and spectrally clustered plant species using phenotypic characteristics (v0.1)" Open
Phenotypic characteristics of a plant specie refer to its physical properties as cataloged by plant biologists at different research centers around the world.Clustering species based upon their phenotypic characteristics is used to obtain …
View article: Byzantine-tolerant uniform node sampling service in large-scale networks
Byzantine-tolerant uniform node sampling service in large-scale networks Open
International audience
View article: Federated security approaches for IT and OT
Federated security approaches for IT and OT Open
International audience
View article: Auto-localisation en intérieur à l'aide de mesures FTM
Auto-localisation en intérieur à l'aide de mesures FTM Open
Le positionnement multidimensionnel est couramment utilisé pour résoudre les problèmes de localisation multi-capteurs. Dans cet article, nous montrons que cette technique donne de mauvais résultats dans le cas particulier de la localisatio…
View article: A Geometric Approach to Noisy EDM Resolution in FTM Measurements
A Geometric Approach to Noisy EDM Resolution in FTM Measurements Open
Metric Multidimensional Scaling is commonly used to solve multi-sensor location problems in 2D or 3D spaces. In this paper, we show that such technique provides poor results in the case of indoor location problems based on 802.11 Fine Timi…