Gérôme Bovet

1.6k total citations · 1 hit paper
70 papers, 764 citations indexed

About

Gérôme Bovet is a scholar working on Artificial Intelligence, Computer Networks and Communications and Signal Processing. According to data from OpenAlex, Gérôme Bovet has authored 70 papers receiving a total of 764 indexed citations (citations by other indexed papers that have themselves been cited), including 40 papers in Artificial Intelligence, 35 papers in Computer Networks and Communications and 23 papers in Signal Processing. Recurrent topics in Gérôme Bovet's work include Advanced Malware Detection Techniques (22 papers), Network Security and Intrusion Detection (21 papers) and Privacy-Preserving Technologies in Data (15 papers). Gérôme Bovet is often cited by papers focused on Advanced Malware Detection Techniques (22 papers), Network Security and Intrusion Detection (21 papers) and Privacy-Preserving Technologies in Data (15 papers). Gérôme Bovet collaborates with scholars based in Switzerland, Spain and Belgium. Gérôme Bovet's co-authors include Alberto Huertas Celdrán, Gregorio Martínez Pérez, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Burkhard Stiller, Mario Quiles Pérez, Sofie Pollin and Domenico Giustiniano and has published in prestigious journals such as IEEE Communications Surveys & Tutorials, Expert Systems with Applications and IEEE Access.

In The Last Decade

Gérôme Bovet

60 papers receiving 737 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges

2023 232 citations Enrique Tomás Martínez Beltrán, Mario Quiles Pérez et al. IEEE Communications Surveys & Tutorials profile →

Peers

Countries citing papers authored by Gérôme Bovet

Since Specialization

Citations

This map shows the geographic impact of Gérôme Bovet's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gérôme Bovet with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gérôme Bovet more than expected).

Fields of papers citing papers by Gérôme Bovet

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gérôme Bovet. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gérôme Bovet. The network helps show where Gérôme Bovet may publish in the future.

Co-authorship network of co-authors of Gérôme Bovet

This figure shows the co-authorship network connecting the top 25 collaborators of Gérôme Bovet. A scholar is included among the top collaborators of Gérôme Bovet based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gérôme Bovet. Gérôme Bovet is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation 2025 ·IEEE Transactions on Dependable and Secure Computing ·(unknown), Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, (unknown), (unknown), Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller	1
2	GreenDFL: A framework for assessing the sustainability of Decentralized Federated Learning systems 2025 ·Information and Software Technology ·(unknown), Alberto Huertas Celdrán, (unknown), Gérôme Bovet, Burkhard Stiller	0
3	GuardFS: A file system for integrated detection and mitigation of Linux-based ransomware 2025 ·Journal of Information Security and Applications ·(unknown), (unknown), Alberto Huertas Celdrán, (unknown), Gérôme Bovet, Burkhard Stiller	0
4	DART: A Solution for decentralized federated learning model robustness analysis 2024 ·Array ·(unknown), Alberto Huertas Celdrán, (unknown), Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller	8
5	RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-Day Attacks in IoT 2024 ·IEEE Transactions on Information Forensics and Security ·Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, (unknown), (unknown), Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller	8
6	Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification 2024 ·IEEE Transactions on Cognitive Communications and Networking ·(unknown), Gérôme Bovet, Mariya Zheleva, Sofie Pollin	6
7	Voyager: MTD-Based Aggregation Protocol for Mitigating Poisoning Attacks on DFL 2024 ·(unknown), Alberto Huertas Celdrán, (unknown), Gérôme Bovet, Burkhard Stiller	4
8	Fedstellar: A Platform for Decentralized Federated Learning 2023 ·Expert Systems with Applications ·Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, (unknown), Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán	37
9	Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges breakdown → 2023 ·IEEE Communications Surveys & 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	232
10	Behavioral fingerprinting to detect ransomware in resource-constrained devices 2023 ·Computers & Security ·Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, (unknown), (unknown), Ángel Luis Perales Gómez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller	11
11	A Framework for Wireless Technology Classification using Crowdsensing Platforms 2023 ·(unknown), Domenico Giustiniano, (unknown), (unknown), Gérôme Bovet	3
12	A Trustworthy Federated Learning Framework for Individual Device Identification 2023 ·Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller	1
13	Early Detection of Cryptojacker Malicious Behaviors on IoT Crowdsensing Devices 2023 ·Alberto Huertas Celdrán, (unknown), (unknown), Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller	4
14	Policy-based and Behavioral Framework to Detect Ransomware Affecting Resource-constrained Sensors 2022 ·Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Eder J. Scheid, (unknown), Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller	2
15	A Methodology for Evaluating the Robustness of Anomaly Detectors to Adversarial Attacks in Industrial Scenarios 2022 ·IEEE Access ·Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Félix J. García Clemente, (unknown), Alberto Huertas Celdrán, Gérôme Bovet	3
16	On the benefits of robust models in modulation recognition 2021 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·(unknown), Gérôme Bovet, Pascal Frossard	3
17	Adaptive Uplink Data Compression in Spectrum Crowdsensing Systems 2021 ·(unknown), (unknown), Domenico Giustiniano, Gérôme Bovet, Suman Banerjee	3
18	Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification 2021 ·IEEE Transactions on Cognitive Communications and Networking ·(unknown), Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva	11
19	SkySense 2020 ·Lirias (KU Leuven) ·Brecht Reynders, (unknown), (unknown), Hazem Sallouha, (unknown), (unknown), Markus Fuchs, Mathias Schäfer, Markus Engel, Bertold Van den Bergh, Sofie Pollin, Domenico Giustiniano, Gérôme Bovet, Vincent Lenders	5
20	Short: LSTM-based GNSS Spoofing Detection Using Low-cost Spectrum Sensors 2020 ·(unknown), Arani Bhattacharya, Gérôme Bovet, Domenico Giustiniano	30

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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