Gérôme Bovet

138 papers A* 5A 3B 13C 2Misc 4Journal 80Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Asynchronous Cache-based Aggregation with Fairness and Filtering for Decentralized Federated Learning. Comput. Networks Enrique Tomás Martínez Beltrán, Eduard Gash, Gérôme Bovet, Alberto Huertas Celdrán, Burkhard Stiller
2026	J	`jnl`	Decentralized Federated Learning with Multimodal Prototypes for Heterogeneous Data. Inf. Fusion Enrique Tomás Martínez Beltrán, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2026	J	`jnl`	GreenDFL: A framework for assessing the sustainability of Decentralized Federated Learning systems. Inf. Softw. Technol. Chao Feng, Alberto Huertas Celdrán, Xi Cheng, Gérôme Bovet, Burkhard Stiller
2026	J	`jnl`	Implicit Probabilistic Reasoning Does Not Reflect Explicit Answers in Large Language Models. Trans. Mach. Learn. Res. Manuel Mondal, Ljiljana Dolamic, Gérôme Bovet, Philippe Cudré-Mauroux, Julien Audiffren
2026	J	`jnl`	UnlinkableDFL: a Practical Mixnet Protocol for Churn-Tolerant Decentralized FL Model Sharing. CoRR Chao Feng, Thomas Grübl, Jan von der Assen, Sandrin Raphael Hunkeler, Linn Anna Spitz, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	A Crowdsensing Intrusion Detection Dataset For Decentralized Federated Learning Models. CoRR Chao Feng, Alberto Huertas Celdrán, Jing Han, Heqing Ren, Xi Cheng, Zien Zeng, Lucas Krauter, Gérôme Bovet, Burkhard Stiller
2025	B	`conf`	Assessing the Sustainability and Trustworthiness of Federated Learning Models. CNSM Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Lynn Zumtaugwald, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	Backdoor Unlearning by Linear Task Decomposition. CoRR Amel Abdelraheem, Alessandro Favero, Gérôme Bovet, Pascal Frossard
2025	B	`conf`	ColNet: Collaborative Optimization in Decentralized Federated Multi-Task Learning Systems. IEEE Big Data Chao Feng, Nicolas Fazli Kohler, Zhi Wang, Weijie Niu, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	ColNet: Collaborative Optimization in Decentralized Federated Multi-task Learning Systems. CoRR Chao Feng, Nicolas Fazli Kohler, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation. IEEE Trans. Dependable Secur. Comput. Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan Kreischer, Jan von der Assen, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2025	J	`jnl`	DMPA: Model Poisoning Attacks on Decentralized Federated Learning for Model Differences. CoRR Chao Feng, Yunlong Li, Yuanzhe Gao, Alberto Huertas Celdrán, Jan von der Assen, Gérôme Bovet, Burkhard Stiller
2025	B	`conf`	De-VertiFL: A Solution for Decentralized Vertical Federated Learning. NOMS Alberto Huertas Celdrán, Chao Feng, Sabyasachi Banik, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2025	J	`jnl`	Demo: A Practical Testbed for Decentralized Federated Learning on Physical Edge Devices. CoRR Chao Feng, Nicolas Huber, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	Flighter: Decentralized Federated Learning and Situational Awareness for Secure Military Aerial Reconnaissance. IEEE Commun. Mag. Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Burkhard Stiller, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	A	`conf`	From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning. ECAI Chao Feng, Yuanzhe Gao, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	From Models to Network Topologies: A Topology Inference Attack in Decentralized Federated Learning. CoRR Chao Feng, Yuanzhe Gao, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	GreenDFL: a Framework for Assessing the Sustainability of Decentralized Federated Learning Systems. CoRR Chao Feng, Alberto Huertas Celdrán, Xi Cheng, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	GuardFS: A file system for integrated detection and mitigation of Linux-based ransomware. J. Inf. Secur. Appl. Jan von der Assen, Chao Feng, Alberto Huertas Celdrán, Róbert Oles, Gérôme Bovet, Burkhard Stiller
2025	Misc	`conf`	HyperDtct: Hypervisor-based Ransomware Detection using System Calls. CSR Jan von der Assen, Alberto Huertas Celdrán, Jan Marc Lüthi, José María Jorquera Valero, Francisco Enguix, Gérôme Bovet, Burkhard Stiller
2025	—	`conf`	Lost in Compression? Matching Signals from Compressed I/Q Data. WMNC Dieter Verbruggen, Sofie Pollin, Matthias Schäfer, Yago Lizarribar, Gérôme Bovet
2025	—	`conf`	NEBULA - Decentralized Federated Learning for Heterogeneous Networks. SIGCOMM (Posters and Demos) Enrique Tomás Martínez Beltrán, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	—	`conf`	ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes. ICC Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Miguel Fernández Llamas, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	B	`conf`	S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning. IJCNN Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	J	`jnl`	S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning. CoRR Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	—	`conf`	Timing Evaluation of Energy-Based Packet Detection Algorithms on SDRs for Spectrum Sensing Applications. WMNC Raquel Marina Noguera Oishi, Franco Minucci, Yago Lizarribar Carrillo, Gérôme Bovet, Sofie Pollin
2024	J	`jnl`	A Big Data Architecture for Early Identification and Categorization of Dark Web Sites. CoRR Javier Pastor-Galindo, Hông-Ân Sandlin, Félix Gómez Mármol, Gérôme Bovet, Gregorio Martínez Pérez
2024	J	`jnl`	A Big Data architecture for early identification and categorization of dark web sites. Future Gener. Comput. Syst. Javier Pastor-Galindo, Hông-Ân Sandlin, Félix Gómez Mármol, Gérôme Bovet, Gregorio Martínez Pérez
2024	J	`jnl`	Adversarial attacks and defenses on ML- and hardware-based IoT device fingerprinting and identification. Future Gener. Comput. Syst. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2024	J	`jnl`	Analyzing the robustness of decentralized horizontal and vertical federated learning architectures in a non-IID scenario. Appl. Intell. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Enrique Tomás Martínez Pérez, Daniel Demeter, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	Misc	`conf`	Asset-Centric Threat Modeling for AI-Based Systems. CSR Jan von der Assen, Jamo Sharif, Chao Feng, Christian Killer, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Asset-driven Threat Modeling for AI-based Systems. CoRR Jan von der Assen, Jamo Sharif, Chao Feng, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification. IEEE Trans. Cogn. Commun. Netw. Erma Perenda, Gérôme Bovet, Mariya Zheleva, Sofie Pollin
2024	—	`conf`	Cleaning Semi-Structured Errors in Open Data Using Large Language Models. SDS Manuel Mondal, Julien Audiffren, Ljiljana Dolamic, Gérôme Bovet, Philippe Cudré-Mauroux
2024	J	`jnl`	Corrigendum to "Fedstellar: A platform for decentralized federated learning" [Expert Syst. Appl. 242 (2024) 122861]. Expert Syst. Appl. Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Pedro Guijas Bravo, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	CyberSpec: Behavioral Fingerprinting for Intelligent Attacks Detection on Crowdsensing Spectrum Sensors. IEEE Trans. Dependable Secur. Comput. Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	J	`jnl`	DART: A Solution for Decentralized Federated Learning Model Robustness Analysis. CoRR Chao Feng, Alberto Huertas Celdrán, Jan von der Assen, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	DART: A Solution for decentralized federated learning model robustness analysis. Array Chao Feng, Alberto Huertas Celdrán, Jan von der Assen, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	De-VertiFL: A Solution for Decentralized Vertical Federated Learning. CoRR Alberto Huertas Celdrán, Chao Feng, Sabyasachi Banik, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	J	`jnl`	Do Large Language Models Exhibit Cognitive Dissonance? Studying the Difference Between Revealed Beliefs and Stated Answers. CoRR Manuel Mondal, Ljiljana Dolamic, Gérôme Bovet, Philippe Cudré-Mauroux
2024	—	`conf`	FEVER: Intelligent Behavioral Fingerprinting for Anomaly Detection in P4-Based Programmable Networks. AINA (3) Matheus Saueressig, Muriel Figueredo Franco, Eder J. Scheid, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller, Lisandro Z. Granville
2024	J	`jnl`	FedEP: Tailoring Attention to Heterogeneous Data Distribution with Entropy Pooling for Decentralized Federated Learning. CoRR Chao Feng, Hongjie Guan, Alberto Huertas Celdrán, Jan von der Assen, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	FederatedTrust: A solution for trustworthy federated learning. Future Gener. Comput. Syst. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Ning Xie, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	J	`jnl`	Fedstellar: A Platform for Decentralized Federated Learning. Expert Syst. Appl. Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	GuardFS: a File System for Integrated Detection and Mitigation of Linux-based Ransomware. CoRR Jan von der Assen, Chao Feng, Alberto Huertas Celdrán, Róbert Oles, Gérôme Bovet, Burkhard Stiller
2024	—	`conf`	Let's Take This Upstairs: Localizing Ground Transmitters With High-Altitude Balloons. MILCOM Matthias Schäfer, Yago Lizarribar, Gérôme Bovet, Dieter Verbruggen
2024	B	`conf`	Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data. IEEE Big Data Chao Feng, Alberto Huertas Celdrán, Zien Zeng, Zi Ye, Jan von der Assen, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data. CoRR Chao Feng, Alberto Huertas Celdrán, Zien Zeng, Zi Ye, Jan von der Assen, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Mitigating communications threats in decentralized federated learning through moving target defense. Wirel. Networks Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	B	`conf`	Next Generation of AI-based Ransomware. GLOBECOM Alberto Huertas Celdrán, Jan von der Assen, Chao Feng, Sandro Padovan, Gérôme Bovet, Burkhard Stiller
2024	A*	`conf`	ORAN-Sense: Localizing Non-cooperative Transmitters with Spectrum Sensing and 5G O-RAN. INFOCOM Yago Lizarribar, Roberto Calvo-Palomino, Alessio Scalingi, Giuseppe Santaromita, Gérôme Bovet, Domenico Giustiniano
2024	J	`jnl`	ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes. CoRR Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Miguel Fernández Llamas, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-Day Attacks in IoT. IEEE Trans. Inf. Forensics Secur. Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Timo Schenk, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	J	`jnl`	Robust Federated Learning for execution time-based device model identification under label-flipping attack. Clust. Comput. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, José Rafael Buendía Rubio, Gérôme Bovet, Gregorio Martínez Pérez
2024	—	`conf`	SecBox: a Lightweight Data Mining Platform for Dynamic and Reproducible Malware Analysis. SDS Chao Feng, Jan von der Assen, Alberto Huertas Celdrán, Raffael Mogicato, Adrian Zermin, Vichhay Ok, Gérôme Bovet, Burkhard Stiller
2024	A	`conf`	Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. ECAI Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Single-board device individual authentication based on hardware performance and autoencoder transformer models. Comput. Secur. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2024	J	`jnl`	SkyPos: Real-World Evaluation of Self-Positioning With Aircraft Signals for IoT Devices. IEEE J. Sel. Areas Commun. Yago Lizarribar, Domenico Giustiniano, Gérôme Bovet, Vincent Lenders
2024	J	`jnl`	Studying the Robustness of Anti-Adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors. IEEE Trans. Dependable Secur. Comput. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Timo Schenk, Adrian Lars Benjamin Iten, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	B	`conf`	ThreatFinderAI: Automated Threat Modeling Applied to LLM System Integration. CNSM Jan von der Assen, Alberto Huertas Celdrán, Jamo Sharif, Chao Feng, Gérôme Bovet, Burkhard Stiller
2024	—	`conf`	Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls. MILCOM Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2024	J	`jnl`	Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2024	B	`conf`	Voyager: MTD-Based Aggregation Protocol for Mitigating Poisoning Attacks on DFL. NOMS Chao Feng, Alberto Huertas Celdrán, Michael Vuong, Gérôme Bovet, Burkhard Stiller
2023	—	`conf`	A Framework Quantifying Trustworthiness of Supervised Machine and Deep Learning Models. SafeAI@AAAI Alberto Huertas Celdrán, Jan Kreischer, Melike Demirci, Joel Leupp, Pedro Miguel Sánchez Sánchez, Muriel Figueredo Franco, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	A*	`conf`	A Framework for Wireless Technology Classification using Crowdsensing Platforms. INFOCOM Alessio Scalingi, Domenico Giustiniano, Roberto Calvo-Palomino, Nikolaos Apostolakis, Gérôme Bovet
2023	—	`conf`	A Lightweight Moving Target Defense Framework for Multi-purpose Malware Affecting IoT Devices. ICC Jan von der Assen, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jordan Cedeño, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	A methodology to identify identical single-board computers based on hardware behavior fingerprinting. J. Netw. Comput. Appl. Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2023	J	`jnl`	Adaptive Uplink Data Compression in Spectrum Crowdsensing Systems. IEEE/ACM Trans. Netw. Yijing Zeng, Roberto Calvo-Palomino, Domenico Giustiniano, Gérôme Bovet, Suman Banerjee
2023	J	`jnl`	Assessing the Sustainability and Trustworthiness of Federated Learning Models. CoRR Alberto Huertas Celdrán, Chao Feng, Pedro Miguel Sánchez Sánchez, Lynn Zumtaugwald, Gérôme Bovet, Burkhard Stiller
2023	J	`jnl`	Behavioral fingerprinting to detect ransomware in resource-constrained devices. Comput. Secur. Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Dennis Shushack, Ángel Luis Perales Gómez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	A*	`conf`	Contrastive learning with self-reconstruction for channel-resilient modulation classification. INFOCOM Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Mariya Zheleva, Sofie Pollin
2023	J	`jnl`	CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation. CoRR Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan Kreischer, Jan von der Assen, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges. IEEE Commun. Surv. Tutorials Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2023	B	`conf`	Early Detection of Cryptojacker Malicious Behaviors on IoT Crowdsensing Devices. NOMS Alberto Huertas Celdrán, Jan von der Assen, Konstantin Moser, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	FederatedTrust: A Solution for Trustworthy Federated Learning. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Ning Xie, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	Fedstellar: A Platform for Decentralized Federated Learning. CoRR Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2023	A*	`conf`	Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion. IJCAI Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2023	J	`jnl`	Intelligent and behavioral-based detection of malware in IoT spectrum sensors. Int. J. Inf. Sec. Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Miguel Azorín Castillo, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers. Internet Things Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2023	J	`jnl`	MTFS: a Moving Target Defense-Enabled File System for Malware Mitigation. CoRR Jan von der Assen, Alberto Huertas Celdrán, Rinor Sefa, Gérôme Bovet, Burkhard Stiller
2023	Misc	`conf`	Maximum Likelihood Distillation for Robust Modulation Classification. ICASSP Javier Maroto, Gérôme Bovet, Pascal Frossard
2023	J	`jnl`	Mitigating Communications Threats in Decentralized Federated Learning through Moving Target Defense. CoRR Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2023	Misc	`conf`	Moving Target Defense Strategy Selection against Malware in Resource-Constrained Devices. CSR Jan von der Assen, Alberto Huertas Celdrán, Nicolas Huber, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	Privacy-Preserving and Syscall-Based Intrusion Detection System for IoT Spectrum Sensors Affected by Data Falsification Attacks. IEEE Internet Things J. Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	B	`conf`	RansomAI: AI-Powered Ransomware for Stealthy Encryption. GLOBECOM Jan von der Assen, Alberto Huertas Celdrán, Janik Luechinger, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	RansomAI: AI-powered Ransomware for Stealthy Encryption. CoRR Jan von der Assen, Alberto Huertas Celdrán, Janik Luechinger, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	B	`conf`	SecBox: A Lightweight Container-based Sandbox for Dynamic Malware Analysis. NOMS Jan von der Assen, Alberto Huertas Celdrán, Adrian Zermin, Raffael Mogicato, Gérôme Bovet, Burkhard Stiller
2023	J	`jnl`	Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. CoRR Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller
2023	J	`jnl`	Single-board Device Individual Authentication based on Hardware Performance and Anomaly Detection for Crowdsensing Platforms. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2023	—	`conf`	Stealth Spectrum Sensing Data Falsification Attacks Affecting IoT Spectrum Monitors on the Battlefield. MILCOM Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Alberto Huertas Celdrán, Robin Wassink, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	Voyager: MTD-Based Aggregation Protocol for Mitigating Poisoning Attacks on DFL. CoRR Chao Feng, Alberto Huertas Celdrán, Michael Vuong, Gérôme Bovet, Burkhard Stiller
2022	J	`jnl`	A Lightweight Moving Target Defense Framework for Multi-purpose Malware Affecting IoT Devices. CoRR Jan von der Assen, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jordan Cedeño, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	A Methodology for Evaluating the Robustness of Anomaly Detectors to Adversarial Attacks in Industrial Scenarios. IEEE Access Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Félix J. García Clemente, Javier Alejandro Maroto Morales, Alberto Huertas Celdrán, Gérôme Bovet
2022	J	`jnl`	Adversarial attacks and defenses on ML- and hardware-based IoT device fingerprinting and identification. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2022	J	`jnl`	Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Enrique Tomás Martínez Beltrán, Daniel Demeter, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	—	`ch.`	Creation of a Dataset Modeling the Behavior of Malware Affecting the Confidentiality of Data Managed by IoT Devices. Robotics and AI for Cybersecurity and Critical Infrastructure in Smart Cities Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Fabio Sisi, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	CyberSpec: Intelligent Behavioral Fingerprinting to Detect Attacks on Crowdsensing Spectrum Sensors. CoRR Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	Decentralized Federated Learning: Fundamentals, State-of-the-art, Frameworks, Trends, and Challenges. CoRR Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2022	J	`jnl`	Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification. IEEE Trans. Cogn. Commun. Netw. Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva
2022	J	`jnl`	Federated learning for malware detection in IoT devices. Comput. Networks Valerian Rey, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet
2022	—	`conf`	Intelligent Fingerprinting to Detect Data Leakage Attacks on Spectrum Sensors. ICC Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers. CoRR Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2022	J	`jnl`	Maximum Likelihood Distillation for Robust Modulation Classification. CoRR Javier Maroto, Gérôme Bovet, Pascal Frossard
2022	J	`jnl`	Measuring 5G Electric Fields Strength With Software Defined Radios. IEEE Open J. Commun. Soc. Franco Minucci, Dieter Verbruggen, Hazem Sallouah, Vladimir Volski, Guy A. E. Vandenbosch, Gérôme Bovet, Sofie Pollin
2022	B	`conf`	Policy-based and Behavioral Framework to Detect Ransomware Affecting Resource-constrained Sensors. NOMS Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Eder J. Scheid, Timucin Besken, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	B	`conf`	RITUAL: a Platform Quantifying the Trustworthiness of Supervised Machine Learning. CNSM Alberto Huertas Celdrán, Jan Bauer, Melike Demirci, Joel Leupp, Muriel Figueredo Franco, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-day Attacks in IoT. CoRR Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Timo Schenk, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	—	`conf`	SafeAMC: Adversarial training for robust modulation classification models. EUSIPCO Javier Maroto, Gérôme Bovet, Pascal Frossard
2022	J	`jnl`	Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Timo Schenk, Adrian Lars Benjamin Iten, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2021	J	`jnl`	5G System Security Analysis. CoRR Gerrit Holtrup, William Lacube, Dimitri Percia David, Alain Mermoud, Gérôme Bovet, Vincent Lenders
2021	J	`jnl`	A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets. IEEE Commun. Surv. Tutorials Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2021	—	`conf`	Adaptive Uplink Data Compression in Spectrum Crowdsensing Systems. DySPAN Yijing Zeng, Roberto Calvo-Palomino, Domenico Giustiniano, Gérôme Bovet, Suman Banerjee
2021	J	`jnl`	Can Evil IoT Twins Be Identified? Now Yes, a Hardware Behavioral Fingerprinting Methodology. CoRR Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2021	J	`jnl`	Federated Learning for Malware Detection in IoT Devices. CoRR Valerian Rey, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Martin Jaggi
2021	A*	`conf`	Learning the unknown: Improving modulation classification performance in unseen scenarios. INFOCOM Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva
2021	J	`jnl`	On the benefits of robust models in modulation recognition. CoRR Javier Maroto, Gérôme Bovet, Pascal Frossard
2021	J	`jnl`	Robust Federated Learning for execution time-based device model identification under label-flipping attack. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, José Rafael Buendía Rubio, Gérôme Bovet, Gregorio Martínez Pérez
2021	J	`jnl`	SafeAMC: Adversarial training for robust modulation recognition models. CoRR Javier Maroto, Gérôme Bovet, Pascal Frossard
2020	J	`jnl`	A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets. CoRR Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2020	C	`conf`	Short: LSTM-based GNSS Spoofing Detection Using Low-cost Spectrum Sensors. WoWMoM Roberto Calvo-Palomino, Arani Bhattacharya, Gérôme Bovet, Domenico Giustiniano
2020	A	`conf`	SkySense: terrestrial and aerial spectrum use analysed using lightweight sensing technology with weather balloons. MobiSys Brecht Reynders, Franco Minucci, Erma Perenda, Hazem Sallouha, Roberto Calvo-Palomino, Yago Lizarribar, Markus Fuchs, Matthias Schäfer, Markus Engel, Bertold Van den Bergh, Sofie Pollin, Domenico Giustiniano, Gérôme Bovet, Vincent Lenders
2019	—	`conf`	Higher than a kite: ADS-B communication analysis using a high-altitude balloon. OpenSky Matthias Schäfer, Roberto Calvo-Palomino, Franco Minucci, Brecht Reynders, Gérôme Bovet, Vincent Lenders
2019	—	`conf`	Performance Profiling of Radio Models and Anglova Based Scenarios. ICMCIS Jean-Frédéric Wagen, Victor Adalid, Gilles Waeber, François Buntschu, Gérôme Bovet
2018	—	`conf`	Reinforcement Learning for Quality of Experience Optimization in Tactical Networks. MILCOM Gérôme Bovet, Kevin S. Chan
2018	J	`jnl`	Reproducing Measured MANET Radio Performances Using the EMANE Framework. IEEE Commun. Mag. Alexandre Nikodemski, Jean-Frédéric Wagen, François Buntschu, Christophe Gisler, Gérôme Bovet
2018	—	`conf`	TAKE - Tactical ad-hoc network emulation. ICMCIS Simon Ruffieux, Christophe Gisler, Jean-Frédéric Wagen, François Buntschu, Gérôme Bovet
2015	—	`—`	A Scalable and Sustainable Web of Buildings Architecture. (Architecture Évolutive et Efficiente du Web des Bâtiments). Gérôme Bovet
2015	—	`conf`	Machine learning with the internet of virtual things. CFIP/NOTERE Gérôme Bovet, Antonio Ridi, Jean Hennebert
2014	—	`conf`	A Scalable Cloud Storage for Sensor Networks. WoT Gérôme Bovet, Gautier Briard, Jean Hennebert
2014	C	`conf`	A distributed web-based naming system for smart buildings. WoWMoM Gérôme Bovet, Jean Hennebert
2014	—	`conf`	Distributed Semantic Discovery for Web-of-Things Enabled Smart Buildings. NTMS Gérôme Bovet, Jean Hennebert
2014	—	`ch.`	Toward Web Enhanced Building Automation Systems. Big Data and Internet of Things Gérôme Bovet, Antonio Ridi, Jean Hennebert
2014	—	`conf`	Virtual Things for Machine Learning Applications. WoT Gérôme Bovet, Antonio Ridi, Jean Hennebert
2014	—	`conf`	Will Web Technologies Impact on Building Automation Systems Architecture? ANT/SEIT Gérôme Bovet, Jean Hennebert
2013	—	`conf`	An Energy Efficient Layer for Event-Based Communications in Web-of-Things Frameworks. MUE Gérôme Bovet, Jean Hennebert
2013	—	`conf`	Energy-Efficient Optimization Layer for Event-Based Communications on Wi-Fi Things. ANT/SEIT Gérôme Bovet, Jean Hennebert
2013	—	`conf`	Introducing the Web-of-Things in Building Automation - A Gateway for KNX Installations. ICINCO (1) Gérôme Bovet, Jean Hennebert
2013	—	`conf`	Offering web-of-things connectivity to building networks. UbiComp (Adjunct Publication) Gérôme Bovet, Jean Hennebert