Chapter: Analysis of NetFlow Features’ Importance in Malicious Network Traffic Detection

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Chapters/Headings	Author(s)	Pages	Info
Front Matter		i-xix
Front Matter		1-1
A Fast Heterogeneous Approach to Enhanced Blockchain Attack Resilience and Mitigation	Ciprian Pungila; Viorel Negru	3-12
Estimating Re-identification Risk by Means of Formal Conceptualization	Gonzalo A. Aranda-Corral; Joaquín Borrego-Díaz; Juan Galán-Páez	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 et al.	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	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	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	52-61
Localizing Worst-Parent Rank Attack Using Intelligent Edges of Smart Buildings	G. V. K. Sasirekha; V. Bhanu Prakash; Jyotsna Bapat; Debabrata Das	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 et al.	73-83
Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach	José Aveleira-Mata; Esteban Jove; David Yeregui Marcos del Blanco; María Teresa García Ordás; Francisco Zayas-Gato; Álvaro Michelena et al.	84-93
Fuzzy Logic System for Risk and Energy Efficiency Estimation of Driving Maneuvers	F. Barreno; M. Santos; M. Romana	94-104
Machine Learning Ensemble Methods for Optical Network Traffic Prediction	Daniel Szostak	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; Ignacio Díaz-Cano; Bernabé Dorronsoro	116-125
Gait-Based Authentication Using a RGB Camera	Verónica Toral-Álvarez; Claudia Álvarez-Aparicio; Ángel Manuel Guerrero-Higueras; Camino Fernández-Llamas	126-135
The Neverending Story: Memory Corruption 30 Years Later	Oscar Llorente-Vazquez; Igor Santos; Iker Pastor-Lopez; Pablo Garcia Bringas	136-145
StegoPass – Utilization of Steganography to Produce a Novel Unbreakable Biometric Based Password Authentication Scheme	Konstantinos Karampidis; Euangelos Linardos; Ergina Kavallieratou	146-155
A Repeated Mistake is a Choice: Considering Security Issues and Risks in Quantum Computing from Scratch	Danel Arias; Borja Sanz; José Gaviria de la Puerta; Iker Pastor; Pablo García Bringas	156-166
Advanced 3D Visualization of Android Malware Families	Nuño Basurto; Héctor Quintián; Daniel Urda; José Luis Calvo-Rolle; Álvaro Herrero; Emilio Corchado	167-177
Front Matter		179-179
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