Publications de : Guillaume Muller

Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Singh. Federated Semi-Supervised Learning for Attack Detection in Industrial Internet of Things. IEEE Transactions on Industrial Informatics, 2023, 19 (1), pp.286-295. ⟨10.1109/TII.2022.3156642⟩. ⟨emse-03901817⟩

Communications dans un congrès29 document

Guillaume Muller. Systèmes Multi-Agents et Federated Learning. Systèmes Multi-Agents et Federated Learning, Laboratoire des Sciences et Techniques de l'information de la Communication et de la Connaissance (Lab-STICC), Dec 2024, Brest, France. ⟨emse-04827238⟩
Guillaume Muller, Somsakun Maneerat, Alan Adamiak. KEMASS : jumeau (numérique) multi-agent amélioré par les connaissances pour la prise en charge de la planification énergétique. JFSMA 2024 : 32èmes Journées Francophones sur les Systèmes Multi-Agents, Nov 2024, Cargèse, France. ⟨hal-04788042⟩
Lucas Grativol, Mathieu Leonardon, Guillaume Muller, Virginie Fresse, Matthieu Arzel. FLoCoRA: Federated Learning Compression With Low-Rank Adaptation. EUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. ⟨10.23919/EUSIPCO63174.2024.10715461⟩. ⟨hal-04617632⟩
Guillaume Muller. Intelligence Artificielle en entreprise : applications et limites. Déjeuner des indépendant(e)s, Jun 2024, La Fouillouse, France. ⟨emse-04827070⟩
Guillaume Muller. Intelligence ? Artificielle ?. Intelligence ? Artificielle ?, AGIRabcd Loire, May 2024, Saint-Etienne, France. ⟨emse-04827119⟩
Lucas Grativol, Lubin Gauthier, Mathieu Leonardon, Jérémy Morlier, Antoine Lavrard-Meyer, et al.. PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC. ISCAS 2024 : IEEE International Symposium on Circuits and Systems, May 2024, Singapore, Singapore. ⟨10.1109/ISCAS58744.2024.10557995⟩. ⟨hal-04559365⟩
Guillaume Muller. Federated learning. Webinaire Data-AI@IMT, IMT, Apr 2024, On line, France. ⟨emse-04533812⟩
Guillaume Muller, Olivier Boissier. Intelligence Artificielle. CLEO Club d'entrepreneurs de l'Ondaine : l’Intelligence Artificielle, Apr 2024, Roche La Molière, France. ⟨emse-04537169⟩
Guillaume Muller. Intelligence Artificielle & apprentissage “Fédéré”. Festival du numérique responsable, Mines Saint-Etienne, Mar 2024, Saint-Etienne, France. ⟨emse-04827134⟩
Guillaume Muller, Karine Richou, Julien Morice. Pedagogical use of Generative AIs. Journée de l'Institut Henri Fayol, Feb 2024, Saint-Etienne, France. ⟨emse-04478108⟩
Guillaume Muller. Intelligence ? Artificielle ?. Conférence/atelier sur l’Intelligence Artificielle La Maison Rouge Saint-Étienne, Jan 2024, Saint- Etienne, France. ⟨emse-04427966⟩
Guillaume Muller, Philippe Beaune. Cybersécurité. Qui fait quoi ? Comment se protéger ?. Conférence sur la Cyber-Sécurité, Université pour Tous d'Aurec-sur-Loire, Jan 2024, Aurec-sur-Loire, France. ⟨emse-04427893⟩
Lucas Grativol, Mathieu Leonardon, Guillaume Muller, Virginie Fresse, Matthieu Arzel. Federated learning compression designed for lightweight communications. ICECS 2023: IEEE 30th International Conference on Electronics, Circuits and Systems, Dec 2023, Istanbul, Turkey. ⟨10.1109/ICECS58634.2023.10382717⟩. ⟨hal-04251969⟩
Guillaume Muller. Intelligence Artificielle, menaces et opportunités pour les entreprises. Biennale Réseau Entreprendre, Oct 2023, Saint-Etienne, France. ⟨hal-04251191⟩
Lucas Grativol, Mathieu Leonardon, Guillaume Muller, Virginie Fresse, Matthieu Arzel. Compression de réseaux de neurones pour l'apprentissage fédéré. GRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. ⟨emse-04217775⟩
Flavien Balbo, Alaa Daoud, Guillaume Muller, Mihaela Juganaru-Mathieu, Fabien Badeig, et al.. RoboTwin: Combining Digital Twin and Artificial Intelligence Domains for Controlling Robots in Industry 4.0. KES-AMSTA 2023: Agents and Multi-agent Systems: Technologies and Applications 2023, Jun 2023, Rome, Italy. pp.15-25, ⟨10.1007/978-981-99-3068-5_2⟩. ⟨hal-04386016⟩
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Singh. Détection d'intrusions fédérée et semi-supervisée pour l'IoT. Plate-Forme Intelligence Artificielle : Internet des Objets et Intelligence Artificielle, Jun 2022, Saint-Etienne, France. ⟨emse-04217743⟩
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Singh. Intrusion detection for Softwarized Networks with Semi-supervised Federated Learning. ICC 2022 - IEEE International Conference on Communications, Jun 2022, Seoul, South Korea. pp.5244-5249, ⟨10.1109/ICC45855.2022.9839042⟩. ⟨hal-03544099v2⟩
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Singh. FLUIDS: Federated Learning with semi-supervised approach for Intrusion Detection System. IEEE Consumer Communications & Networking Conference (CCNC), Jan 2022, Los Angeles (virtual), United States. ⟨10.1109/CCNC49033.2022.9700632⟩. ⟨hal-03496518⟩
K.K. Fullam, T.B. Klos, G. Muller, J. Sabater-Mir, K.S. Barber, et al.. The agent reputation and trust (ART) testbed. 18th Belgium-Netherlands Conference on Artificial Intelligence (BNAIC 2006), Oct 2006, Namur, Belgium. pp.449-450. ⟨hal-00405569⟩
Amandine Grizard, Laurent Vercouter, Tiberiu Stratulat, Guillaume Muller. A Peer-to-Peer Normative System to Achieve Social Order. COIN: Coordination, Organisation, Institutions and Norms in agent systems, Aug 2006, Riva del Garda, Italy. pp.274-289, ⟨10.1007/978-3-540-74459-7_18⟩. ⟨lirmm-00102798⟩
A. Grizard, Laurent Vercouter, Tiberiu Stratulat, G. Muller. A peer-to-peer normative system to achieve social order. AAMAS06 Workshop on Coordination, Organization, Institutions and Norms in agent systems (COIN'06), May 2006, Hakodate, Japan. ⟨hal-00405571⟩
K.K. Fullam, T.B. Klos, G. Muller, J. Sabater-Mir, A. Schlosser, et al.. Le banc d'essais ART (Agent Reputation and Trust) pour les modèles de confiance. Journées Francophones Systèmes Multi-Agents (JFSMA'05), Nov 2005, Calais, France. pp.175-178. ⟨hal-00405546⟩
K.K. Fullam, T.B. Klos, G. Muller, J. Sabater-Mir, A. Schlosser, et al.. The Agent Reputation and Trust (ART) Testbed Architecture. The Fourth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-2005), Workshop on Trust in Agent Societies, Jul 2005, Utrecht, Belgium. pp.50-62. ⟨hal-00405549⟩
G. Muller, Laurent Vercouter, Olivier Boissier. A Trust Model for the Reliability of Agent Communications. Workshop Trust in Agent Societies (AAMAS05), Jul 2005, Utrecht, Netherlands. ⟨hal-00405542⟩
K.K. Fullam, T.B. Klos, G. Muller, J. Sabater-Mir, A. Schlosser, et al.. A Specification of the Agent Reputation and Trust (ART) Testbed: Experimentation and Competition for Trust in Agent Societies. The Fourth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-2005), Jul 2005, Utrecht, Belgium. ⟨hal-00405547⟩
Guillaume Muller, Laurent Vercouter. Détection décentralisée d'agents menteurs. JFSMA 04 - Douxièmes journées francophones sur les systèmes multi-agents, Nov 2004, Paris, France. pp 243-248. ⟨emse-00745273⟩
Guillaume Muller, Laurent Vercouter. Liar Detection within Agent Communications. Second international workshop on Logic and Communication in Multi-Agent Systems, Aug 2004, Nancy, France. pp 4-16. ⟨emse-00745285⟩
Guillaume Muller, Laurent Vercouter, Olivier Boissier. Towards a General Definition Of Trust and its Application to Openness in MAS. Workshop on Trust and Reputation in Multi-Agent Systems : AAMAS 03, Jul 2003, Melbourne, Australia. 8p. ⟨emse-00758430⟩

Poster de conférence2 document

Lucas Grativol, Mathieu Leonardon, Guillaume Muller, Virginie Fresse, Matthieu Arzel. Compression Study on Federated Learning. Assemblée Générale 2023 du GdR ISIS, May 2023, Lyon, France. ⟨hal-04251991⟩
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Singh. Détection d’intrusions fédérée et semi-supervisée pour l’IoT. Plate-Forme Intelligence Artificielle PFIA 2022, Jun 2022, Saint-Etienne, France. ⟨emse-03922716⟩

Chapitres d'ouvrage5 document

Guillaume Muller, Somsakun Maneerat, Alan Adamiak. KEMASS: Knowledge-Enhanced Multi-Agent simulation for energy Scheduling Support. Multi-Agent-Based Simulation XXV, 15583, Springer Nature Switzerland, pp.57-69, 2025, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-88017-9_5⟩. ⟨hal-04760407⟩
Amandine Grizard, Laurent Vercouter, Tiberiu Stratulat, Guillaume Müller. A Peer-to-Peer Normative System to Achieve Social Order. Coordination, Organizations, Institutions, and Norms in Agent Systems II, 4386, Springer, pp.274-292, 2007, Lecture Notes in Computer Science. ⟨lirmm-00204161⟩
K.K. Fullam, T.B. Klos, G. Muller, J. Sabater-Mir, K.S. Barber, et al.. The Agent Reputation and Trust (ART) testbed. Trust Management, Springer Berlin / Heidelberg, pp.439-442, 2006, Lecture Notes in Computer Science, Vol. 3986. ⟨hal-00405528⟩
G. Muller, Laurent Vercouter. Using Social Commitments to Control the Agents' Freedom of Speech. R. van Eijk and R. Flores and M.-P. Huget. Agent Communication II, Springer Berlin / Heidelberg, pp.109-123, 2005, Lecture Notes in Computer Science, Vol. 3859. ⟨hal-00405521⟩
K.K. Fullam, T.B. Klos, G. Muller, J. Sabater-Mir, Z. Topol, et al.. The Agent Reputation and Trust (ART) testbed architecture. B.López, J. Meléndez, P. Radeva, and J. Vitrià,editors. Artificial Intelligence Research and Development, volume 131 of Frontiers in Artificial Intelligence and Applications, IOS Press, pp.389-396, 2005. ⟨hal-00405617⟩

Rapports1 document

Guillaume Muller, Laurent Vercouter. L.I.A.R.: Achieving Social Control in Open and Decentralised Multi-Agent Systems. Mines Saint-Etienne. 2008. ⟨emse-00679953⟩

Thèses1 document

Guillaume Muller. Utilisation de normes et de réputations pour détecter et sanctionner les contradictions - Contribution au contrôle social des interactions dans les systèmes multi-agents ouverts et décentralisés. Autre [cs.OH]. Ecole Nationale Supérieure des Mines de Saint-Etienne, 2006. Français. ⟨NNT : ⟩. ⟨tel-00134755⟩