Difference between revisions of "Publications"

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=== 2023 ===
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<br>
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:'''[1] SQL injection attack detection in network flow data'''
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::* Ignacio Samuel Crespo-Martínez, Adrián Campazas-Vega,  Ángel Manuel Guerrero-Higueras, Virginia Riego-DelCastillo and Camino Fernández-Llamas
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::* Computers & Security
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::* DOI: https://doi.org/10.1016/j.cose.2023.103093
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:'''[2] Analyzing the influence of the sampling rate in the detection of malicious traffic on flow data'''
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::* Adrián Campazas-Vega, Ignacio Samuel Crespo-Martínez,  Ángel Manuel Guerrero-Higueras, Claudia Álvarez-Aparicio, Vicente Matellán and Camino Fernández- Llamas
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::* Computers Networks
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::* DOI: https://doi.org/10.1016/j.comnet.2023.109951
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:'''[3] Malicious traffic detection on sampled network flow data with novelty-detection-based models'''
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::* Adrián Campazas-Vega, Ignacio Samuel Crespo-Martínez,  Ángel Manuel Guerrero-Higueras, Claudia Álvarez-Aparicio, Vicente Matellán and Camino Fernández- Llamas
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::* Scientific Reports
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::* DOI: https://doi.org/10.1038/s41598-023-42618-9
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:'''[4] Evaluación de la seguridad en el robot cuadrúpedo A1 de Unitree Robotics'''
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::* Alberto Miguel-Diez, Adrián Campazas-Vega, Beatriz Jové-De-Castro, Claudia Álvarez-Aparicio, Ignacio Samuel Crespo-Martínez and  Ángel Manuel Guerrero-Higueras
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::* VIII Jornadas Nacionales de Ciberseguridad (JNIC 2023)
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:'''[5] Impact of the Keep-Alive Parameter on SQL Injection Attack Detection in Network Flow Data'''
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::*  Ignacio Samuel Crespo-Martínez, Adrián Campazas-Vega, Ángel Manuel Guerrero-Higueras, Claudia Álvarez-Aparicio, and Camino Fernández- Llamas
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::* Computational Intelligence in Security for Information Systems Conference (CISIS 2023)
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:'''[6] Systematic Literature Review of Methods Used for SQL Injection Detection Based on Intelligent Algorithms'''
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::*  Juan Jose Navarro-Cáceres, Ignacio Samuel Crespo-Martínez, Adrián Campazas-Vega, Ángel Manuel Guerrero-Higueras
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::* Computational Intelligence in Security for Information Systems Conference (CISIS 2023)
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:'''[7] Cybersecurity issues in robotic platforms'''
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::*  Adrián Campazas-Vega, Alberto Miguel-Diez, Mario Hermida-López, Claudia Álvarez-Aparicio,  Ignacio Samuel Crespo-Martínez, Ángel Manuel Guerrero-Higueras
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::*  14th International Conference on Business Information Security BISEC’2023 (Keynote Speaker).
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<br>
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=== 2022 ===
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<br>
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:'''[1] SecDocker: Hardening the Continuous Integration Workflow'''
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::* David Fernández González, Francisco Javier Rodríguez Lera, Gonzalo Esteban, Camino Fernández Llamas
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::* SN Computer Science, 3, 80 (2022)
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::* DOI: https://doi.org/10.1007/s42979-021-00939-4
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:'''[2] Revisión sistemática de técnicas de aprendizaje automático para la detección de amenazas persistentes avanzadas (APTs), utilizando flujos de red en formato NetFlow'''
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::* Christian Vega-Gonzalez, Adrián Campazas-Vega, Ignacio Samuel Crespo-Martinez, Ángel Manuel Guerrero-Higueras, Vicente Matellan
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::* Jnic 2022
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:'''[3] Evaluation of the reliability index of IP addresses in reputation lists'''
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::* Alberto Miranda-García, Ignacio Samuel Crespo-Martínez, Ángel Manuel Guerrero-Higueras, and Vicente Matellán-Olivera
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::* CISIS 2022
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::* DOI: https://doi.org/10.1007/978-3-031-18409-3_15
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:'''[4] Orquestador de despliegue de infraestructura en la nube (ODIN) (DESEi+d 2022: 93)'''
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::* Ángel Manuel Guerrero-Higueras, Vicente Matellán-Olivera, Francisco Javier Rodríguez-Lera, Adrián Campazas-Vega, Ignacio Samuel Crespo-Martínez
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::* DESEi+d 2022
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:'''[5] Caracterización dual de las competiciones de robótica espacial (DESEi+d 2022: 153) '''
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::* Miguel Ángel González Santamarta, Francisco Javier Rodríguez-Lera, Claudia Álvarez-Aparicio, Ángel Manuel Guerrero-Higueras, Camino Fernández Llamas y Vicente Matellán Olivera
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::* DESEi+d 2022
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<br>
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=== 2021 ===
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<br>
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:'''[1] Analysis of NetFlow Features’ Importance in Malicious Network Traffic Detection'''
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::* Adrián Campazas-Vega; Ignacio Samuel Crespo-Martínez; Ángel Manuel Guerrero-Higueras; Claudia Álvarez-Aparicio; Vicente Matellán
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::* CISIS 2021
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::* DOI: https://doi.org/10.1007/978-3-030-87872-6_6
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<br>
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:'''[2] Analysis of the Performance of Different Accountability Strategies for Autonomous Robots'''
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::* Laura Fernández-Becerra Ángel Manuel Guerrero-Higueras Francisco Javier Rodríguez-Lera Camino Fernández-Llamas
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::* CISIS 2021
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::* DOI: https://doi.org/10.1007/978-3-030-87872-6_5
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<br>
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:'''[3] Attacks Detection on Sampled Netflow Traffic Through Image Analysis with Convolutional Neural Networks (CNN)'''
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::* Alberto Fernández de Retana Alberto Miranda-García Ángel Manuel Guerrero Camino Fernández-Llamas
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::* CISIS 2021
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::* DOI: https://doi.org/10.1007/978-3-030-87872-6_4
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<br>
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:'''[4] Gait-Based Authentication Using a RGB Camera'''
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::* Verónica Toral-Álvarez Claudia Álvarez-Aparicio Ángel Manuel Guerrero-Higueras Camino Fernández-Llamas
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::* CISIS 2021
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::* DOI: https://doi.org/10.1007/978-3-030-87872-6_13
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<br>
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:'''[5] HOUSE: Marco de trabajo modular de arquitectura escalable y desacoplada para el uso de técnicas de fuzzing en HPC'''
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::* Francisco Borja Garnelo del Río, Francisco J Rodríguez Lera, Gonzalo Esteban Costales, Camino Fernández Llamas, Vicente Matellán Olivera
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::* JNIC 2021
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::* DOI: http://doi.org/10.18239/jornadas_2021.34.39
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<br>
  
 
=== 2020 ===
 
=== 2020 ===
  
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<br>
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:'''[1] Flow-Data Gathering Using NetFlow Sensors for Fitting Malicious-Traffic Detection Models'''
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::* Adrián Campazas-Vega; Ignacio Samuel Crespo-Martínez; Ángel Manuel Guerrero-Higueras; Camino Fernández-Llamas
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::* Sensors 2020, volumen 24: volumen 7294
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::* DOI: https://doi.org/10.3390/s20247294
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:'''[2] Collecting Vulnerable Source Code from Open-Source Repositories for Dataset Generation'''
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::* Razvan Raducu; Gonzalo Esteban; Francisco Javier Rodríguez Lera; Camino Fernández
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::* Applied Sciences 2020, 10(4), 1270
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::* DOI: https://doi.org/10.3390/app10041270
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:'''[3] Module Evaluator (MoEv)'''
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::* Guerrero-Higueras, Á.M.; Campazas-Vega, A.; Ignacio Samuel Crespo-Martínez
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::* Applied Sciences 2020, 10(4), 1270
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::* DOI: https://doi.org/10.5281/zenodo.4114127
  
  
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:'''Systematic Mapping of Detection Techniques for Advanced Persistent Threats'''
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:'''[4] Systematic Mapping of Detection Techniques for Advanced Persistent Threats'''
 
::* David Sobrín, Adrián Campazas, Ángel Manuel Guerrero, Francisco Javier Rodríguez, Camino Fernández
 
::* David Sobrín, Adrián Campazas, Ángel Manuel Guerrero, Francisco Javier Rodríguez, Camino Fernández
 
::* CISIS 2020
 
::* CISIS 2020
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::* Paper access: ([https://link.springer.com/chapter/10.1007/978-3-030-57805-3_40 PDF])
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::* DOI: https://doi.org/10.1007/978-3-030-57805-3_40
  
  
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:'''Modeling a Honeypot Architecture for a Robotic Scenario.'''
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:'''[5] Modeling a Honeypot Architecture for a Robotic Scenario'''
 
::* Francisco J Rodríguez-Lera, Camino Fernández, Ángel Manuel Guerrero Higueras, and Vicente Matellán.
 
::* Francisco J Rodríguez-Lera, Camino Fernández, Ángel Manuel Guerrero Higueras, and Vicente Matellán.
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::* 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 Covid10
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::* 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: ([])
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::* Paper access: ([https://drive.google.com/file/d/1kLR-U8OS5080rkj2MSnHb0qZ-YhEqmWB/view?usp=sharing PDF])
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 +
 
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:'''[6] Cybersecurity Overview of a Robot as a Service Platform'''
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::* Laura Fernández Becerra, David Fernández González, Ángel Manuel Guerrero, Francisco J. Rodríguez Lera, and Camino Fernández
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::* 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.
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::* DOI: https://doi.org/10.1007/978-3-030-57805-3_13
  
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=== 2019 ===
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:'''[7] On Fingerprinting of Public Malware Analysis Services'''
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::* Álvaro Botas, Ricardo J Rodríguez, Vicente Matellán, Juan F. García, M. T. Trobajo, Miguel Carriegos.
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::* Logic Journal of the IGPL. ISI Impact Factor 2019: 0,931 (Q1, 3/21) Logic; (Q2, 126/324) Mathematics.
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::* DOI: https://doi.org/10.1093/jigpal/jzz050
  
  
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:'''[8] DOcker-based fRamework fOr gaTHering nEtflow dAta (DOROTHEA)'''
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::* Campazas Vega, Adrián, Crespo Martínez, Ignacio Samuel, & Guerrero Higueras, Ángel Manuel.
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::* Technical Report, Robotics group, Universidad de León, 2020.
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::* DOI: https://doi.org/10.5281/zenodo.4114119
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=== 2019 ===
 +
<br>
  
 
:'''Security and Safety in Cluttered Environments: Tracking People with a Mobile Robot from 2D LIDAR Scans using Full Convolutional Neural Networks.'''
 
:'''Security and Safety in Cluttered Environments: Tracking People with a Mobile Robot from 2D LIDAR Scans using Full Convolutional Neural Networks.'''
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::* Francisco J Rodríguez Lera, Ángel Manuel Guerrero-Higueras, Camino Fernández and Vicente Matellán.
 
::* Francisco J Rodríguez Lera, Ángel Manuel Guerrero-Higueras, Camino Fernández and Vicente Matellán.
 
::* Cybersecurity for Robotics.
 
::* Cybersecurity for Robotics.
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::* Paper access: ([])
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::* Paper access: ([https://www.youtube.com/watch?v=ASDPNsO1B5w&feature=emb_logo])
  
  
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=== 2018 ===
 
=== 2018 ===
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<br>
  
 
:'''Detection of Cyber-attacks to indoor real time localization systems for autonomous robots.'''
 
:'''Detection of Cyber-attacks to indoor real time localization systems for autonomous robots.'''
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=== 2017 ===
 
=== 2017 ===
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<br>
  
 
:'''Empirical analysis of cyber-attacks to an indoor real time localization system for autonomous robots.'''
 
:'''Empirical analysis of cyber-attacks to an indoor real time localization system for autonomous robots.'''
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=== 2016 ===
 
=== 2016 ===
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<br>
  
 
:'''Cybersecurity in Robotic Systems.'''
 
:'''Cybersecurity in Robotic Systems.'''
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::* Workshop en Agentes Físicos, pp. 47-54. June 16th-17th, 2016. Málaga (Spain).
 
::* Workshop en Agentes Físicos, pp. 47-54. June 16th-17th, 2016. Málaga (Spain).
 
::* Paper access: ([https://robotica.unileon.es/vmo/pubs/waf2016.pdf PDF])
 
::* Paper access: ([https://robotica.unileon.es/vmo/pubs/waf2016.pdf PDF])
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=== 2015 ===
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<br>
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:'''Security Assessment Methodology for Mobile Applications'''
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::* Alvaro Botas, Ricardo J. Rodríguez, Jesús Balsa, Juan Felipe García, Javier Alonso, Francisco J. Lera, Christian García, Vicente Matellán, and Raúl Riesco.
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::* Rooted Con 2015. 5-7 Mars 2015. Madrid (Spain)
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::* Paper access: ([https://robotica.unileon.es/vmo/pubs/rooted2015.pdf PDF])

Latest revision as of 13:55, 24 January 2024

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


[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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