Publications

2024

[1] Explicabilidad aplicada a ciberseguridad en sistemas autónomos: Un enfoque basado en LLMs para la detección forense de amenazas

• David Sobrín-Hidalgo, Irene González-Fernández, Miguel Ángel González-Santamarta, Adrián Campazas-Vega, Ángel Manuel Guerrero-Higueras, Francisco Javier Rodríguez-Lera and Vicente Matellán-Olivera
• Actas de las IX Jornadas Nacionales de Investigación en Ciberseguridad
• DOI: https://hdl.handle.net/11441/159179

[2] An Approach Based on LLMs for Forensic Threat Detection in Autonomous Systems

• David Sobrín-Hidalgo, Irene González-Fernández, Miguel Ángel González-Santamarta, Adrián Campazas-Vega, Claudia Álvarez-Aparicio, Ángel Manuel Guerrero-Higueras, Francisco Javier Rodríguez-Lera and Vicente Matellán-Olivera
• Actas de la 17th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2024)
• DOI: https://doi.org/10.1007/978-3-031-75016-8_3

[3] Exploring the Landscape of Honeypots in the Fight Against Cyber Threats: A Systematic Mapping of Literature

• Alberto Miguel-Diez, Rodrigo González-Fernández, Gonzalo Esteban-Costales, Christian Vega-González, Adrián Campazas-Vega, Vicente Matellán-Olivera and Ángel Manuel Guerrero-Higueras
• Actas de la 17th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2024)
• DOI: https://doi.org/10.1007/978-3-031-75016-8_17

[4] Analysis of Post-Quantum Cryptographic Algorithms: A Systematic Literature Review

• Francisco Javier de la Puente Secades, Gonzalo Esteban-Costales, Adrián Campazas-Vega, Claudia Álvarez-Aparicio, Vicente Matellán-Olivera and Ángel Manuel Guerrero-Higueras
• Actas de la 17th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2024)
• DOI: https://doi.org/10.1007/978-3-031-75016-8_20

[5] Performance Impact of Strengthening the Accountability and Explainability System in Autonomous Robots

• Alejandro González-Cantón, Miguel A. González-Santamarta, Enrique Soriano, Gorka Guardiola and Francisco J. Rodriguez Lera
• Actas de la 17th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2024)
• DOI: https://doi.org/10.1007/978-3-031-75016-8_8

[6] Evaluating Sniffers, IDS, and IPS: A Systematic Literature Mapping

• Raúl Bayón-Martínez, Laura Inyesto-Alonso, Adrián Campazas-Vega, Gonzalo Esteban-Costales, Claudia Álvarez-Aparicio, Ángel Manuel Guerrero-Higueras, and Vicente Matellán-Olivera
• Actas de la 17th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2024)
• DOI: https://doi.org/10.1007/978-3-031-75016-8_8

[7] Fuzzing Robotic Software Using HPC and LLM

• Garnelo Del Río Francisco Borja, Francisco J. Rodríguez Lera, Camino Fernández Llamas and Vicente Matellán-Olivera
• Actas de la 17th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2024)
• DOI: https://doi.org/10.1007/978-3-031-75016-8_8

[8] Performance Impact of Strengthening the Accountability and Explainability System in Autonomous Robots

• Alejandro González-Cantón, Miguel A. González-Santamarta, Enrique Soriano, Gorka Guardiola, and Francisco J. Rodríguez Lera
• Actas de la 17th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2024)
• DOI: https://doi.org/10.1007/978-3-031-75016-8_8

2023

[1] SQL injection attack detection in network flow data

• Ignacio Samuel Crespo-Martínez, Adrián Campazas-Vega, Ángel Manuel Guerrero-Higueras, Virginia Riego-DelCastillo and Camino Fernández-Llamas
• Computers & Security
• DOI: https://doi.org/10.1016/j.cose.2023.103093

[2] Analyzing the influence of the sampling rate in the detection of malicious traffic on flow data

• Adrián Campazas-Vega, Ignacio Samuel Crespo-Martínez, Ángel Manuel Guerrero-Higueras, Claudia Álvarez-Aparicio, Vicente Matellán and Camino Fernández- Llamas
• Computers Networks
• DOI: https://doi.org/10.1016/j.comnet.2023.109951

[3] Malicious traffic detection on sampled network flow data with novelty-detection-based models

• Adrián Campazas-Vega, Ignacio Samuel Crespo-Martínez, Ángel Manuel Guerrero-Higueras, Claudia Álvarez-Aparicio, Vicente Matellán and Camino Fernández- Llamas
• Scientific Reports
• DOI: https://doi.org/10.1038/s41598-023-42618-9

[4] Evaluación de la seguridad en el robot cuadrúpedo A1 de Unitree Robotics

• Alberto Miguel-Diez, Adrián Campazas-Vega, Beatriz Jové-De-Castro, Claudia Álvarez-Aparicio, Ignacio Samuel Crespo-Martínez and Ángel Manuel Guerrero-Higueras
• VIII Jornadas Nacionales de Ciberseguridad (JNIC 2023)

[5] Impact of the Keep-Alive Parameter on SQL Injection Attack Detection in Network Flow Data

• Ignacio Samuel Crespo-Martínez, Adrián Campazas-Vega, Ángel Manuel Guerrero-Higueras, Claudia Álvarez-Aparicio, and Camino Fernández- Llamas
• Computational Intelligence in Security for Information Systems Conference (CISIS 2023)

[6] Systematic Literature Review of Methods Used for SQL Injection Detection Based on Intelligent Algorithms

• Juan Jose Navarro-Cáceres, Ignacio Samuel Crespo-Martínez, Adrián Campazas-Vega, Ángel Manuel Guerrero-Higueras
• Computational Intelligence in Security for Information Systems Conference (CISIS 2023)

[7] Cybersecurity issues in robotic platforms

• Adrián Campazas-Vega, Alberto Miguel-Diez, Mario Hermida-López, Claudia Álvarez-Aparicio, Ignacio Samuel Crespo-Martínez, Ángel Manuel Guerrero-Higueras
• 14th International Conference on Business Information Security BISEC’2023 (Keynote Speaker).

2022

[1] SecDocker: Hardening the Continuous Integration Workflow

• David Fernández González, Francisco Javier Rodríguez Lera, Gonzalo Esteban, Camino Fernández Llamas
• SN Computer Science, 3, 80 (2022)
• DOI: https://doi.org/10.1007/s42979-021-00939-4

[2] Revisión sistemática de técnicas de aprendizaje automático para la detección de amenazas persistentes avanzadas (APTs), utilizando flujos de red en formato NetFlow

• Christian Vega-Gonzalez, Adrián Campazas-Vega, Ignacio Samuel Crespo-Martinez, Ángel Manuel Guerrero-Higueras, Vicente Matellan
• Jnic 2022

[3] Evaluation of the reliability index of IP addresses in reputation lists

• Alberto Miranda-García, Ignacio Samuel Crespo-Martínez, Ángel Manuel Guerrero-Higueras, and Vicente Matellán-Olivera
• CISIS 2022
• DOI: https://doi.org/10.1007/978-3-031-18409-3_15

[4] Orquestador de despliegue de infraestructura en la nube (ODIN) (DESEi+d 2022: 93)

• Ángel Manuel Guerrero-Higueras, Vicente Matellán-Olivera, Francisco Javier Rodríguez-Lera, Adrián Campazas-Vega, Ignacio Samuel Crespo-Martínez
• DESEi+d 2022

[5] Caracterización dual de las competiciones de robótica espacial (DESEi+d 2022: 153)

• Miguel Ángel González Santamarta, Francisco Javier Rodríguez-Lera, Claudia Álvarez-Aparicio, Ángel Manuel Guerrero-Higueras, Camino Fernández Llamas y Vicente Matellán Olivera
• DESEi+d 2022

2021

[1] Analysis of NetFlow Features’ Importance in Malicious Network Traffic Detection

• Adrián Campazas-Vega; Ignacio Samuel Crespo-Martínez; Ángel Manuel Guerrero-Higueras; Claudia Álvarez-Aparicio; Vicente Matellán
• CISIS 2021
• DOI: https://doi.org/10.1007/978-3-030-87872-6_6

[2] Analysis of the Performance of Different Accountability Strategies for Autonomous Robots

• Laura Fernández-Becerra Ángel Manuel Guerrero-Higueras Francisco Javier Rodríguez-Lera Camino Fernández-Llamas
• CISIS 2021
• DOI: https://doi.org/10.1007/978-3-030-87872-6_5

[3] Attacks Detection on Sampled Netflow Traffic Through Image Analysis with Convolutional Neural Networks (CNN)

• Alberto Fernández de Retana Alberto Miranda-García Ángel Manuel Guerrero Camino Fernández-Llamas
• CISIS 2021
• DOI: https://doi.org/10.1007/978-3-030-87872-6_4

[4] Gait-Based Authentication Using a RGB Camera

• Verónica Toral-Álvarez Claudia Álvarez-Aparicio Ángel Manuel Guerrero-Higueras Camino Fernández-Llamas
• CISIS 2021
• DOI: https://doi.org/10.1007/978-3-030-87872-6_13

[5] HOUSE: Marco de trabajo modular de arquitectura escalable y desacoplada para el uso de técnicas de fuzzing en HPC

• Francisco Borja Garnelo del Río, Francisco J Rodríguez Lera, Gonzalo Esteban Costales, Camino Fernández Llamas, Vicente Matellán Olivera
• JNIC 2021
• DOI: http://doi.org/10.18239/jornadas_2021.34.39

2020

[1] Flow-Data Gathering Using NetFlow Sensors for Fitting Malicious-Traffic Detection Models

• Adrián Campazas-Vega; Ignacio Samuel Crespo-Martínez; Ángel Manuel Guerrero-Higueras; Camino Fernández-Llamas
• Sensors 2020, volumen 24: volumen 7294
• DOI: https://doi.org/10.3390/s20247294

[2] Collecting Vulnerable Source Code from Open-Source Repositories for Dataset Generation

• Razvan Raducu; Gonzalo Esteban; Francisco Javier Rodríguez Lera; Camino Fernández
• Applied Sciences 2020, 10(4), 1270
• DOI: https://doi.org/10.3390/app10041270

[3] Module Evaluator (MoEv)

• Guerrero-Higueras, Á.M.; Campazas-Vega, A.; Ignacio Samuel Crespo-Martínez
• Applied Sciences 2020, 10(4), 1270
• DOI: https://doi.org/10.5281/zenodo.4114127

[4] Systematic Mapping of Detection Techniques for Advanced Persistent Threats

• David Sobrín, Adrián Campazas, Ángel Manuel Guerrero, Francisco Javier Rodríguez, Camino Fernández
• CISIS 2020
• DOI: https://doi.org/10.1007/978-3-030-57805-3_40

[5] Modeling a Honeypot Architecture for a Robotic Scenario

• Francisco J Rodríguez-Lera, Camino Fernández, Ángel Manuel Guerrero Higueras, and Vicente Matellán.
• Workshop on Security and Privacy in Robotics, at 2020 International Conference on Robotics and Automation (ICRA 2020). May-August 2020 Paris (France). Virtual Conference due to Covid19
• Paper access: (PDF)

[6] Cybersecurity Overview of a Robot as a Service Platform

• Laura Fernández Becerra, David Fernández González, Ángel Manuel Guerrero, Francisco J. Rodríguez Lera, and Camino Fernández
• 13th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2020). CISIS 2019. Advances in Intelligent Systems and Computing, vol 1267. Springer, Cham.
• DOI: https://doi.org/10.1007/978-3-030-57805-3_13

[7] On Fingerprinting of Public Malware Analysis Services

• Álvaro Botas, Ricardo J Rodríguez, Vicente Matellán, Juan F. García, M. T. Trobajo, Miguel Carriegos.
• Logic Journal of the IGPL. ISI Impact Factor 2019: 0,931 (Q1, 3/21) Logic; (Q2, 126/324) Mathematics.
• DOI: https://doi.org/10.1093/jigpal/jzz050

[8] DOcker-based fRamework fOr gaTHering nEtflow dAta (DOROTHEA)

• Campazas Vega, Adrián, Crespo Martínez, Ignacio Samuel, & Guerrero Higueras, Ángel Manuel.
• Technical Report, Robotics group, Universidad de León, 2020.
• DOI: https://doi.org/10.5281/zenodo.4114119

2019

Security and Safety in Cluttered Environments: Tracking People with a Mobile Robot from 2D LIDAR Scans using Full Convolutional Neural Networks.

• Ángel Manuel Guerrero-Higueras, Claudia Álvarez-Aparicio, María Carmen Calvo-Olivera, Francisco Javier Rodríguez-Lera, Camino Fernández-Llamas, Francisco Martín and Vicente Matellán.
• Frontiers in neurorobotics, On-line 8th January 2019.
• Paper access: (PDF)

Modelling and Deploying a Honeypot Architecture for Robotics Environments.

• Francisco J Rodríguez Lera, Ángel Manuel Guerrero-Higueras, Camino Fernández and Vicente Matellán.
• Cybersecurity for Robotics.
• Paper access: ([1])

Message Encryption in Robot Operating System: Collateral Effects of Hardening Mobile Robots.

• Francisco J. Rodrı́guez Lera, Vicente Matellán Olivera, Jesús Balsa-Comerón, Ángel Manuel Guerrero-Higueras and Camino Fernández-Llamas.
• Computer and Network security.
• Paper access: (PDF)

2018

Detection of Cyber-attacks to indoor real time localization systems for autonomous robots.

• Ángel Manuel Guerrero-Higueras, Noemí DeCastro-García, Vicente Matellán
• Robotics and Autonomous Systems. Volume 100, February 2018, Pages 41-42
• Paper access: (PDF)

Cyber-security in robotics and autonomous systems.

• Vicente Matellán, Tamara Bonaci, and Giedre Sabaliauskaite.
• Robotics and Autonomous Systems, Vol 99, January 2018, pp. 75-83.
• Paper access: (PDF)

2017

Empirical analysis of cyber-attacks to an indoor real time localization system for autonomous robots.

• Ángel Manuel Guerrero-Higueras, Noemí DeCastro-García, Francisco Javier Rodríguez-Lera, Vicente Matellán.
• Computers & Security.
• Paper access: (PDF)

Cybersecurity in Autonomous Systems: hardening ROS using ciphered communications and semantic rules.

• Ángel Manuel Guerrero-Higueras, Jesús Balsa, Francisco Javier Rodríguez-Lera, Camino Fernández-Llamas, and Vicente Matellán.
• ROBOT 2017: Third Iberian Robotics Conference, Advances in Intelligent Systems and Computing 694, pp. 67-78.
• Paper access: (PDF)

2016

Cybersecurity in Robotic Systems.

• Vicente Matellán, Francisco Javier Rodríguez Lera, Jesús Balsa.
• ERCIM News 106, pp 44-45. July 2016
• Paper access: (PDF)

Cybersecurity in Autonomous Systems: Evaluating the performance of hardening ROS.

• Francisco Javier Rodríguez Lera, Jesús Balsa, Fernando Casado, Camino Fernández, Francisco Martín Rico, and Vicente Matellán
• Workshop en Agentes Físicos, pp. 47-54. June 16th-17th, 2016. Málaga (Spain).
• Paper access: (PDF)

2015

Security Assessment Methodology for Mobile Applications

• Alvaro Botas, Ricardo J. Rodríguez, Jesús Balsa, Juan Felipe García, Javier Alonso, Francisco J. Lera, Christian García, Vicente Matellán, and Raúl Riesco.
• Rooted Con 2015. 5-7 Mars 2015. Madrid (Spain)
• Paper access: (PDF)