Información General

• Autores: Juan José Gude (coord.), José Gaviria de la Puerta (coord.), Pablo García Bringas (coord.), Héctor Quintián Pardo (coord.), Emilio Santiago Corchado Rodríguez (coord.)
• Editores: Springer Nature Switzerland AG
• Año de publicación: 2021
• Colecciones: Advances in Intelligent Systems and Computing
• País: Suiza
• Idioma: español
• ISBN: 978-3-030-87871-9
• Recoge los contenidos presentados a: International Conference on EUropean Transnational Educational (ICEUTE) (12. 2021). International Conference on Computational Intelligence in Security for Information Systems CISIS (14. 2021).
• Texto completo no disponible (Saber más ...)

Resumen

• This book of Advances in Intelligent and Soft Computing contains accepted papers presented at CISIS 2021 and ICEUTE 2021, all conferences held in the beautiful and historic city of Bilbao (Spain), in September 2021.

  The aim of the 14th CISIS 20121 conference is to offer a meeting opportunity for academic and industry-related researchers belonging to the various, vast communities of computational intelligence, information security, and data mining. The need for intelligent, flexible behavior by large, complex systems, especially in mission-critical domains, is intended to be the catalyst and the aggregation stimulus for the overall event.

  After a through peer-review process, the CISIS 2021 International Program Committee selected 23 papers which are published in these conference proceedings achieving an acceptance rate of 40%. In this relevant edition, a special emphasis was put on the organization of special sessions. One special session is organized related to relevant topics as follows: building trust in ecosystems and ecosystem components.

  In the case of 12th ICEUTE 2021, the International Program Committee selected 17 papers, which are published in these conference proceedings. One special session is organized related to relevant topics as follows: sustainable personal goals: engaging students in their learning process.

  The selection of papers is extremely rigorous in order to maintain the high quality of the conference, and we would like to thank the members of the program committees for their hard work in the reviewing process. This is a crucial process to the creation of a high standard conference, and the CISIS and ICEUTE conferences would not exist without their help.

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• Red de Bibliotecas Universitarias (REBIUN)

Listado de artículos

• • A Fast Heterogeneous Approach to Enhanced Blockchain Attack Resilience and Mitigation

    Ciprian Pungila, Viorel Negru

    págs. 3-12

    

  • Estimating Re-identification Risk by Means of Formal Conceptualization

    Gonzalo A. Aranda Corral, Joaquín Borrego Díaz, Juan Galán Páez

    págs. 13-22

    

  • Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices

    Álvaro Michelena Grandío, María Teresa García Ordás, David Yeregui Marcos del Blanco, José Aveleira Mata, Francisco Zayas-Gato, Esteban Jove Pérez, José-Luis Casteleiro-Roca, Héctor Quintián Pardo, Héctor Alaiz Moretón, José Luis Calvo Rolle

    págs. 23-32

    

  • 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

    • Resumen

    págs. 33-40

    

  • 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

    págs. 41-51

    

  • 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

    págs. 52-61

    

  • Localizing Worst-Parent Rank Attack Using Intelligent Edges of Smart Buildings

    G.V.K. Sasirekha, V. Bhanu Prakash, Jyotsna Bapat, Debabrata Das

    págs. 62-72

    

  • Towards a Fog Based Computing Conceptual Framework for Biometric Digital Identification Systems

    Alphanso Murray, Ronald Brown, Sean Thorpe, Maurice Edwards, Everton Walker, David Kelly, Tamra Brown, Raj Patil

    págs. 73-83

    

  • Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach

    José Aveleira Mata, Esteban Jove Pérez, David Yeregui Marcos del Blanco, María Teresa García Ordás, Francisco Zayas-Gato, Álvaro Michelena Grandío, José-Luis Casteleiro-Roca, Héctor Quintián Pardo, Héctor Alaiz Moretón, José Luis Calvo Rolle

    págs. 84-93

    

  • Fuzzy Logic System for Risk and Energy Efficiency Estimation of Driving Maneuvers

    F. Barreno, M. Santos, M. Romana Ruiz

    págs. 94-104

    

  • Machine Learning Ensemble Methods for Optical Network Traffic Prediction

    Daniel Szostak

    págs. 105-115

    

  • Assessing the Impact of Batch-Based Data Aggregation Techniques for Feature Engineering on Machine Learning-Based Network IDSs

    Roberto Magán Carrión, Daniel Urda Muñoz, Ignacio Diaz Cano, Bernabé Dorronsoro Díaz

    págs. 116-125

    

  • Gait-Based Authentication Using a RGB Camera

    Verónica Toral Álvarez, Claudia Álvarez Aparicio, Ángel Manuel Guerrero Higueras, Camino Fernández Llamas

    págs. 126-135

    

  • The Neverending Story: Memory Corruption 30 Years Later

    Oscar Llorente Vázquez, Igor Santos Grueiro, Iker Pastor López, Pablo García Bringas

    • Resumen

    págs. 136-145

    

  • StegoPass – Utilization of Steganography to Produce a Novel Unbreakable Biometric Based Password Authentication Scheme

    Konstantinos Karampidis, Euangelos Linardos, Ergina Kavallieratou

    págs. 146-155

    

  • A Repeated Mistake is a Choice: Considering Security Issues and Risks in Quantum Computing from Scratch

    Danel Arias Alamo, Borja Sanz Urquijo, José Gaviria de la Puerta, Iker Pastor López, Pablo García Bringas

    • Resumen

    págs. 156-166

    

  • Advanced 3D Visualization of Android Malware Families

    Nuño Basurto Hornillos, Héctor Quintián Pardo, Daniel Urda Muñoz, José Luis Calvo Rolle, Álvaro Herrero, Emilio Santiago Corchado Rodríguez

    págs. 166-177

    

  • BIECO Runtime Auditing Framework

    Antonello Calabrò, Emilia Cioroaica, Said Daoudagh, Eda Marchetti

    págs. 181-191

    

  • Basic Aspects in Redundancy-Based Intrusion Tolerance

    Felicita Di Giandomenico, Giulio Masetti

    págs. 192-202

    

  • A Survey on the State of the Art of Vulnerability Assessment Techniques

    Eva Sotos Martínez, Nora M. Villanueva, Lilian Adkinson Orellana

    págs. 203-213

    

  • Data Based Message Validation as a Security Cornerstone in Loose Coupling Software Architecture

    Oliviu Matei, Rudolf Erdei, Daniela Delinschi, Laura Andreica

    págs. 214-223

    

  • A Comparative Study of the Most Important Methods for Forecasting the ICT Systems Vulnerabilities

    O. Cosma, M. Macelaru, P.C. Pop, Hannah C. Sabo, I. Zelina

    págs. 224-233

    

  • Comparison of Safety and Security Analysis Techniques

    Emilia Cioroaica, Smruti Ranjan Kar, Ioannis Sorokos

    págs. 234-242

    

  • A Simple User Guide for Erasmus+ Teaching and Training. The Case of the University of Catania

    Paola Clara Leotta, Vincenza Tutino

    págs. 245-253

    

  • Virtual Implementation of Practical Control Subjects as an Alternative to Face-to-Face Laboratory Lessons

    Francisco Zayas-Gato, Álvaro Michelena Grandío, Esteban Jove Pérez, José-Luis Casteleiro-Roca, Héctor Quintián Pardo, Elena Arce Fariña, José Luis Calvo Rolle

    págs. 254-263

    

  • Longitudinal Study of the Learning Styles Evolution in Engineering Degrees

    Miguel Ángel Molina Cabello, Karl Thurnhofer Hemsi, Enrique Domínguez Merino, Ezequiel López Rubio, Esteban J. Palomo

    págs. 264-273

    

  • Peer Assessments in Engineering: A Pilot Project

    Karl Thurnhofer Hemsi, Miguel Ángel Molina Cabello, Esteban J. Palomo, Ezequiel López Rubio, Enrique Domínguez

    págs. 274-283

    

  • Game-Based Student Response System Applied to Soil Mechanics and Foundations

    María Victoria Requena García de la Cruz, Emilio Romero Sánchez, Antonio Morales Esteban

    págs. 284-294

    

  • Longitudinal Study of Grades for the Industrial Electronics and Automation Engineering Degree Programme

    José Antonio López Vázquez, Elena Arce Fariña, Isabel Fernández-Ibáñez, José-Luis Casteleiro-Roca, Francisco Zayas-Gato, Andrés Suárez García

    págs. 295-304

    

  • Analysis of Students’ Online Interactions in the Covid Era from the Perspective of Anomaly Detection

    José Otero, Luciano Sánchez Ramos, Luís A. Junco, Inés Couso Blanco

    págs. 305-314

    

  • Low Cost Three-Phase Motor Speed Control System Design for Educational Laboratory Practices

    Álvaro Michelena Grandío, Francisco Zayas-Gato, Esteban Jove Pérez, José-Luis Casteleiro-Roca, Héctor Quintián Pardo, José Luis Calvo Rolle

    págs. 315-324

    

  • Evaluation of E-learning Criteria to Improve the Academic and Functional Results of PhD Studies

    Bruno Baruque Zanón, Ana María Lara Palma

    págs. 325-335

    

  • Learning by Doing in Higher Education: An Experience to Increase Self-learning and Motivation in First Courses

    Óscar Fontenla-Romero, Francisco Bellas, Noelia Sánchez-Maroño, J.A. Becerra

    • Resumen

    págs. 336-345

    

  • Experience of a Lifetime: Erasmus+ Traineeship Mobility on a Wind Energy Project

    Benoit Barbe, Segundo Esteban San Román, Matilde Santos Peñas, Christophe Pasquier

    págs. 346-355

    

  • Social Perceptions of Science and Technology Among Students of Early Childhood and Primary Education

    Roberto García-Morís, Javier Alfonso Cendón

    págs. 356-361

    

  • Wind Turbines Control Optimization: A Problem-Driven Proposal to Learn Genetic Algorithms

    Jesús Enrique Sierra García, Matilde Santos

    págs. 365-373

    

  • Development of Competencies Applying the Project Method. Application in Environmental Engineering

    Hernando Avella Forero, Néstor Rafael Perico Granados, Pedro Mauricio Acosta Castellano, María Araceli Queiruga Dios, Heidy Madeleine Arevalo Algarra

    págs. 374-383

    

  • A Systematic Review of the Inclusion of Education for Sustainable Development in Environmental Engineering

    Pedro Mauricio Acosta Castellanos, Lina T. Gonzalez, María Araceli Queiruga Dios

    págs. 384-393

    

  • Bioengineering as a Strategy for the Consolidation of Innovation and Technological Development Processes in the Central Zone of Colombia

    Oscar Leonardo Pulido Sainea, Yuddy Alejandra Castro Ortegón, Pedro Mauricio Acosta Castellanos

    págs. 394-401

    

  • Challenges and Competences in Master Degrees from a Comprehensive Security Perspective

    Javier Espinosa García, Luis Hernández Encinas, Alberto Peinado Domínguez

    págs. 402-414