Publications

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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



2022


[1] SecDocker: Hardening the Continuous Integration Workflow


[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


[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


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


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


[4] Gait-Based Authentication Using a RGB Camera


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


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


[3] Module Evaluator (MoEv)


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


[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)
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