Gregorio Martinez Perez

Gregorio Martinez Perez

Universidad de Murcia

H-index: 36

Europe-Spain

About Gregorio Martinez Perez

Gregorio Martinez Perez, With an exceptional h-index of 36 and a recent h-index of 26 (since 2020), a distinguished researcher at Universidad de Murcia, specializes in the field of Cybersecurity, Cyberdefence, Data Science, Beyond 5G Networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

Single-board device individual authentication based on hardware performance and autoencoder transformer models

Mitigating communications threats in decentralized federated learning through moving target defense

Impact of neural cyberattacks on a realistic neuronal topology from the primary visual cortex of mice

Fedstellar: A platform for decentralized federated learning

A Big Data Architecture for Early Identification and Categorization of Dark Web Sites

Federatedtrust: A solution for trustworthy federated learning

Adversarial attacks and defenses on ML-and hardware-based IoT device fingerprinting and identification

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

Gregorio Martinez Perez Information

University

Position

Full Professor of Computer Science Spain

Citations(all)

5415

Citations(since 2020)

2813

Cited By

3485

hIndex(all)

36

hIndex(since 2020)

26

i10Index(all)

104

i10Index(since 2020)

67

Email

University Profile Page

Universidad de Murcia

Google Scholar

View Google Scholar Profile

Gregorio Martinez Perez Skills & Research Interests

Cybersecurity

Cyberdefence

Data Science

Beyond 5G Networks

Top articles of Gregorio Martinez Perez

Title

Journal

Author(s)

Publication Date

Single-board device individual authentication based on hardware performance and autoencoder transformer models

Computers & Security

Pedro Miguel Sánchez Sánchez

Alberto Huertas Celdrán

Gérôme Bovet

Gregorio Martínez Pérez

2024/2/1

Mitigating communications threats in decentralized federated learning through moving target defense

Wireless Networks

Enrique Tomás Martínez Beltrán

Pedro Miguel Sánchez Sánchez

Sergio López Bernal

Gérôme Bovet

Manuel Gil Pérez

...

2024/1/28

Impact of neural cyberattacks on a realistic neuronal topology from the primary visual cortex of mice

Wireless Networks

Victoria Magdalena López Madejska

Sergio López Bernal

Gregorio Martínez Pérez

Alberto Huertas Celdrán

2024/1/25

Fedstellar: A platform for decentralized federated learning

Expert Systems with Applications

Enrique Tomás Martínez Beltrán

Ángel Luis Perales Gómez

Chao Feng

Pedro Miguel Sánchez Sánchez

Sergio López Bernal

...

2024/5/15

A Big Data Architecture for Early Identification and Categorization of Dark Web Sites

arXiv preprint arXiv:2401.13320

Javier Pastor-Galindo

Hông-Ân Sandlin

Félix Gómez Mármol

Gérôme Bovet

Gregorio Martínez Pérez

2024/1/24

Federatedtrust: A solution for trustworthy federated learning

Future Generation Computer Systems

Pedro Miguel Sánchez Sánchez

Alberto Huertas Celdrán

Ning Xie

Gérôme Bovet

Gregorio Martínez Pérez

...

2024/3/1

Adversarial attacks and defenses on ML-and hardware-based IoT device fingerprinting and identification

Future Generation Computer Systems

Pedro Miguel Sánchez Sánchez

Alberto Huertas Celdrán

Gérôme Bovet

Gregorio Martínez Pérez

2024/3/1

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

Enrique Tomás Martínez Beltrán

Mario Quiles Pérez

Pedro Miguel Sánchez Sánchez

Sergio López Bernal

Gérôme Bovet

...

2023/9/15

Cutting-Edge Assets for Trust in 5G and Beyond: Requirements, State of the Art, Trends, and Challenges

José María Jorquera Valero

Pedro Miguel Sánchez Sánchez

Manuel Gil Pérez

Alberto Huertas Celdran

Gregorio Martinez Perez

2023/2/9

Analyzing the impact of Driving tasks when detecting emotions through brain–computer interfaces

Mario Quiles Pérez

Enrique Tomás Martínez Beltrán

Sergio López Bernal

Gregorio Martínez Pérez

Alberto Huertas Celdrán

2023/4

European framework and proofs-of-concept for the intelliGent aUtomAtion of cybeR Defence Incident mAnagemeNt

Marta Irene García Cid

Manuel Gil Pérez

José María Jorquera Valero

Antonio López Martínez

Jorge Maestre Vidal

...

2023/6/21

Evaluation of Data Processing and Machine Learning Techniques in P300-based Authentication using Brain-Computer Interfaces

arXiv preprint arXiv:2311.05270

Eduardo López Bernal

Sergio López Bernal

Gregorio Martínez Pérez

Alberto Huertas Celdrán

2023/11/9

Fedstellar: a platform for training models in a privacy-preserving and decentralized fashion

Proceedings of the International Joint Conference on Artificial Intelligence

Enrique Tomás Martínez Beltrán

Pedro Miguel Sánchez Sánchez

Sergio López Bernal

Gérôme Bovet

Manuel Gil Pérez

...

2023/8

Eight Reasons to Prioritize Brain-Computer Interface Cybersecurity

Communications of the ACM

Sergio López Bernal

Alberto Huertas Celdrán

Gregorio Martínez Pérez

2023/3/23

Robust Federated Learning for execution time-based device model identification under label-flipping attack

Cluster Computing

Pedro Miguel Sánchez Sánchez

Alberto Huertas Celdran

José Rafael Buendía Rubio

Gérôme Bovet

Gregorio Martínez Pérez

2023/1/2

A Trustworthy Federated Learning Framework for Individual Device Identification

Pedro Miguel Sánchez Sánchez

Alberto Huertas Celdrán

Gérôme Bovet

Gregorio Martínez Pérez

Burkhard Stiller

2023/6/21

Trust-as-a-Service:: A reputation-enabled trust framework for 5G network resource provisioning

Computer Communications

José María Jorquera Valero

Pedro Miguel Sánchez Sánchez

Manuel Gil Pérez

Alberto Huertas Celdrán

Gregorio Martínez Pérez

2023/11/1

On the gathering of Tor onion addresses

Future Generation Computer Systems

Javier Pastor-Galindo

Félix Gómez Mármol

Gregorio Martínez Pérez

2023/8/1

CyberSpec: Behavioral Fingerprinting for Intelligent Attacks Detection on Crowdsensing Spectrum Sensors

IEEE Transactions on Dependable and Secure Computing

Alberto Huertas Celdrán

Pedro Miguel Sánchez Sánchez

Gérôme Bovet

Gregorio Martínez Pérez

Burkhard Stiller

2023/3/6

Framework seguro para entrenar modelos de inteligencia artificial federados y descentralizados

Enrique Tomás Martínez Beltrán

Pedro Miguel Sánchez Sánchez

Sergio López Bernal

Gérôme Bovet

Manuel Gil Pérez

...

2023

See List of Professors in Gregorio Martinez Perez University(Universidad de Murcia)

Co-Authors

H-index: 45
Georgios Kambourakis

Georgios Kambourakis

University of the Aegean

H-index: 41
Aiko Pras

Aiko Pras

Universiteit Twente

H-index: 38
Juan A. Botía

Juan A. Botía

Universidad de Murcia

H-index: 34
Jose M. Alcaraz Calero

Jose M. Alcaraz Calero

University of the West of Scotland

H-index: 33
Jürgen Schönwälder

Jürgen Schönwälder

Jacobs University Bremen

H-index: 30
Rolf Stadler

Rolf Stadler

Kungliga Tekniska högskolan

academic-engine