Guillaume Muller

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Attack Detection

Semisupervised Learning

Learning Process

Top Venues

IEEE Trans. Ind. Informatics

Publications

Lucas Grativol, Lubin Gauthier, Mathieu Léonardon, Jérémy Morlier, Antoine Lavrard-Meyer, Guillaume Muller, Virginie Fresse, Matthieu Arzel
PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC. ISCAS (2024)
Lucas Grativol Ribeiro, Lubin Gauthier, Mathieu Léonardon, Jérémy Morlier, Antoine Lavrard-Meyer, Guillaume Muller, Virginie Fresse, Matthieu Arzel
PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC. CoRR (2024)
Lucas Grativol Ribeiro, Mathieu Léonardon, Guillaume Muller, Virginie Fresse, Matthieu Arzel
FLoCoRA: Federated learning compression with low-rank adaptation. CoRR (2024)
Lucas Grativol, Mathieu Léonardon, Guillaume Muller, Virginie Fresse, Matthieu Arzel
Federated learning compression designed for lightweight communications. ICECS (2023)
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Deep Singh
Federated Semisupervised Learning for Attack Detection in Industrial Internet of Things. IEEE Trans. Ind. Informatics 19 (1) (2023)
Lucas Grativol Ribeiro, Mathieu Léonardon, Guillaume Muller, Virginie Fresse, Matthieu Arzel
Federated learning compression designed for lightweight communications. CoRR (2023)
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Deep Singh
Intrusion detection for Softwarized Networks with Semi-supervised Federated Learning. ICC (2022)