Listar por autor "d91110e67da92a88f1d0dfad5e0934a8"
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Actas de las Cuartas Jornadas Nacionales de Investigación en Ciberseguridad. Donostia-San Sebastián, Gipuzkoa, 13-15 de Junio, 2018
Jornadas Nacionales de Investigación en Ciberseguridad (JNIC) (Mondragon Unibertsitateko Zerbitzu Editoriala, 2018) -
An Adaptive Industrial Human-Machine Interface to Optimise Operators Working Performance
Reguera-Bakhache, Daniel; Garitano, Iñaki; Cernuda, Carlos; Uribeetxeberria, Roberto; Zurutuza, Urko; Lasa, Ganix (IEEE, 2021)Adaptive User Interfaces (AUI) have the potential to deliver advantageous solutions for a wide range of industrial applications. Their ability to adapt to operator interaction patterns and achieve a more personalised ... -
Aleatorización de direcciones IP para mitigar ataques de reconocimiento de forma proactiva en sistemas de control industrial
Etxezarreta, Xabier; Garitano, Iñaki; Iturbe, Mikel; Zurutuza, Urko (Tecnalia. Incibe, 2022)Los sistemas de control industrial se utilizan en una gran variedad de procesos físicos, incluidas las infraestructuras críticas, convirtiéndose en el principal objetivo de múltiples ataques de seguridad. Un ataque ... -
Behavioral modeling for anomaly detection in industrial control systems
Garitano, Iñaki (Mondragon Unibertsitatea. Goi Eskola Politeknikoa, 2013)In 1990s, industry demanded the interconnection of corporate and production networks. Thus, Industrial Control Systems (ICSs) evolved from 1970s proprietary and close hardware and software to nowadays Commercial Off-The-Shelf ... -
A Big Data implementation of the MANTIS Reference Architecture for Predictive Maintenance
Larrinaga, Felix; Zugasti, Ekhi; Garitano, Iñaki; Zurutuza, Urko (Sage Journals, 2019) -
Cybersecurity Evaluation Methodology based on Metrics for Industrial Embedded Systems
Longueira-Romero, Ángel (Mondragon Unibertsitatea. Goi Eskola Politeknikoa, 2022)During the last decades, Embedded Systems (ESs) have evolved from isolated systems into a fully connected devices. Today, due to the development of processing capabilities, ESs have the ability to control or manage a wide ... -
Data-Driven Industrial Human-Machine Interface Temporal Adaptation for Process Optimization
Reguera-Bakhache, Daniel; Garitano, Iñaki; Uribeetxeberria, Roberto; Cernuda, Carlos; Zurutuza, Urko (IEEE, 2020)The application of Artificial Intelligence (AI) into Industrial Human-Machine Interfaces (HMIs) moved old systems with physical buttons and analogue actuators into adaptive interaction models and context-based self adjusted ... -
Deep packet inspection for intelligent intrusion detection in software-defined industrial networks: A proof of concept
Sainz Oruna, Markel; Garitano, Iñaki; Iturbe, Mikel; Zurutuza, Urko (Oxford Academic, 2020)Specifically tailored industrial control systems (ICSs) attacks are becoming increasingly sophisticated, accentuating the need of ICS cyber security. The nature of these systems makes traditional IT security measures not ... -
Estudio de modelado de perifericos para habilitar emulaciones de firmware embebido
Gandiaga , Xabier; Zurutuza, Urko; Garitano, Iñaki (Tecnalia. Incibe, 2022)Los sistemas embebidos aumentan cada vez más en número y con ello también lo hacen los ataques dirigidos a estos. Uno de los factores clave para reducir la superficie de ataque es descubrir y corregir vulnerabilidades en ... -
From KPI Dashboards to Advanced Visualization
Garitano, Iñaki; Reguera-Bakhache, Daniel; Uribeetxeberria, Roberto (River Publishers, 2018) -
Generalized SMOTE: A universal generation oversampling technique for all data types in imbalanced learning
Cernuda, Carlos; Reguera-Bakhache, Daniel; Aguirre, Aitor; Iturbe, Mikel; Garitano, Iñaki; Zurutuza, Urko (CAEPIA, 2021)A common problem that arises when facing classification tasks is the class imbalance problem, which happens when one or more classes are heavily underrepresented compared to the rest, being usually those minority classes ... -
Habilitando honeypots embebidos de alta interacción mediante emulaciones de firmware
Gandiaga , Xabier; Zurutuza, Urko; Garitano, Iñaki (atlanTTic – Universidade de Vigo, 2023)Los sistemas embebidos aumentan en número y junto con esto también los ataques que los hacen objetivo. Para hacerles frente se ha desarrollado el análisis de firmware y creación de honeypots embebidos. El primero refuerza ... -
How to Quantify the Security Level of Embedded Systems? A Taxonomy of Security Metrics
Garitano, Iñaki (IEEE, 2020)Embedded Systems (ES) development has been historically focused on functionality rather than security, and today it still applies in many sectors and applications. However, there is an increasing number of security threats ... -
Implementation of a Reference Architecture for Cyber Physical Systems to support Condition Based Maintenance
Larrinaga, Felix; Garitano, Iñaki; Zugasti, Ekhi; Zurutuza, Urko (2018)This paper presents the implementation of a refer-ence architecture for Cyber Physical Systems (CPS) to supportCondition Based Maintenance (CBM) of industrial assets. The article focuses on describing how the MANTIS ... -
An Industrial HMI Temporal Adaptation based on Operator-Machine Interaction Sequence Similarity
Reguera-Bakhache, Daniel; Garitano, Iñaki; Uribeetxeberria, Roberto; Cernuda, Carlos (IEEE, 2021)The incorporation of Artificial Intelligence (AI) into Industrial Environments has brought about a Smart Industry revolution, improving efficiency and simplifying complex industrial processes. However, these technological ... -
Latentziarik gabeko sareko identifikatzaileen aleatorizazioa kontrol industrialerako sistemetan proaktiboki errekonozimendu erasoak mitigatzeko
Iturbe, Mikel; Garitano, Iñaki; Etxezarreta, Xabier; Zurutuza, Urko (UEU, 2023)Kontrol industrialerako sistemak askotariko instalazio industrialetan erabiltzen dira, azpiegitura kritikoetan barne, segurtasun-eraso anitzen helburu nagusi bihurtuz. Sare industrialen konfigurazio eta topologia estatikoek, ... -
Low delay network attributes randomization to proactively mitigate reconnaissance attacks in industrial control systems
Etxezarreta, Xabier; Garitano, Iñaki; Iturbe, Mikel; Zurutuza, Urko (Springer, 2023)Industrial Control Systems are used in a wide variety of industrial facilities, including critical infrastructures, becoming the main target of multiple security attacks. A malicious and successful attack against these ... -
Metodologías data-driven para optimizar la interacción persona-máquina en escenarios industriales
Reguera-Bakhache, Daniel (Mondragon Unibertsitatea. Goi Eskola Politeknikoa, 2021)The rapid expansion of new technologies into the industrial sector has transformed traditional industrial processes into intelligent operations, in which operator-machine interaction is becoming increasingly complex. In ... -
A Mood Analysis on Youtube Comments and a Method for Improved Social Spam Detection
Ezpeleta, Enaitz; Iturbe, Mikel; Garitano, Iñaki; Velez de Mendizabal, Iñaki; Zurutuza, Urko (Springer, 2018)In the same manner that Online Social Networks (OSN) usage increases, non-legitimate campaigns over these types of web services are growing. This is the reason why signi cant number of users are affected by social spam ... -
A Novel Model for Vulnerability Analysis through Enhanced Directed Graphs and Quantitative Metrics
Garitano, Iñaki (MDPI, 2022)The rapid evolution of industrial components, the paradigm of Industry 4.0, and the new connectivity features introduced by 5G technology all increase the likelihood of cybersecurity incidents. Such incidents are caused ...
