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    • 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 ...
    • Combined data mining approach for intrusion detection 

      Zurutuza, Urko; Uribeetxeberria, Roberto; Azketa, E.; Gil, G.; Lizarraga Durandegui, Jesús María; Fernández Arrieta, Miguel (Scitepress, 2007)
      This paper presents the results of the project MIAU, a data mining approach for intrusion detection alert correlation. MIAU combines different data mining techniques in order to properly solve some existing problems in the ...
    • Cyber Physical System Based Proactive Collaborative Maintenance 

      Zurutuza, Urko; Uribeetxeberria, Roberto (IEEE, 2016)
      The aim of the MANTIS project is to provide a proactive maintenance service platform architecture based on Cyber Physical Systems. The platform will allow estimating future performance, predicting and preventing imminent ...
    • 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 ...
    • Dynamic DNS Request Monitoring of Android Applications via networking 

      Zurutuza, Urko; Uribeetxeberria, Roberto (IEEE, 2018)
      Smart devices are very popular and are becoming ubiquitous in the modern society, with Android OS as the most widespread operating system on current smartphones/tablets. However, malicious applications is one of the major ...
    • On the Feasibility of Distinguishing Between Process Disturbances and Intrusions in Process Control Systems using Multivariate Statistical Process Control 

      Iturbe, Mikel; Garitano, Iñaki; Zurutuza, Urko; Uribeetxeberria, Roberto (IEEE, 2016)
      Process Control Systems (PCSs) are the operat-ing core of Critical Infrastructures (CIs). As such, anomalydetection has been an active research field to ensure CInormal operation. Previous ...
    • poliSPAM: Analisis de la eficiencia del spam personalizado utilizando informacion publica de redes sociales 

      Ezpeleta, Enaitz; Uribeetxeberria, Roberto; Zurutuza, Urko; Arenaza-Nuño, Ignacio (Mondragon Unibertsitatea, 2012)
      Las campañas de envío de correos electrónicos no deseados siguen siendo una de las mayores amenazas que afectan a millones de usuarios al día. Si bien los filtros antispam son capaces de detectar y rechazar un número elevado ...
    • Reputation-based intrusion detection system for wireless sensor networks 

      Uribeetxeberria, Roberto; Zurutuza, Urko; Arenaza-Nuño, Ignacio; Gerrigagoitia, Keldor (IEEE, 2012)
      Wireless Sensor Networks (WSNs) can be used in a broad range of applications from complex military operations to simple domestic environments. This makes security a vital characteristic in WSNs. There have been numerous ...
    • SURF and MU-SURF descriptor comparison with application in soft-biometric tattoo matching applications 

      Iturbe, Mikel; Uribeetxeberria, Roberto (Mondragon Unibertsitatea, 2012)
      In this work a comparison of the SURF and MUSURF feature descriptor vectors is made. First, the descriptors’ performance is evaluated using a standard data set of general transformed images. This evaluation consists in ...
    • Visualizing Network Flows and Related Anomalies in Industrial Networks using Chord Diagrams and Whitelisting 

      Iturbe, Mikel; Garitano, Iñaki; Zurutuza, Urko; Uribeetxeberria, Roberto (SCITEPRESS, 2016)
      Industrial Control Systems are the set of specialized elements that monitor and control physical processes. Those systems are normally interconnected forming environments known as industrial networks. The particularities ...

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