Crowdroid: behavior-based malware detection system for Android I Burguera, U Zurutuza, S Nadjm-Tehrani Proceedings of the 1st ACM workshop on Security and privacy in smartphones …, 2011 | 1540 | 2011 |
Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects O Serradilla, E Zugasti, J Rodriguez, U Zurutuza Applied Intelligence 52 (10), 10934-10964, 2022 | 152 | 2022 |
A review of SCADA anomaly detection systems I Garitano, R Uribeetxeberria, U Zurutuza Soft computing models in industrial and environmental applications, 6th …, 2011 | 83 | 2011 |
A neural-visualization IDS for honeynet data A Herrero, U Zurutuza, E Corchado International Journal of Neural Systems 22 (02), 1250005, 2012 | 50 | 2012 |
Adaptable and explainable predictive maintenance: Semi-supervised deep learning for anomaly detection and diagnosis in press machine data O Serradilla, E Zugasti, J Ramirez de Okariz, J Rodriguez, U Zurutuza Applied Sciences 11 (16), 7376, 2021 | 49 | 2021 |
Detection and visualization of android malware behavior O Somarriba, U Zurutuza, R Uribeetxeberria, L Delosières, ... Journal of Electrical and Computer Engineering 2016 (1), 8034967, 2016 | 48 | 2016 |
Reputation-based Intrusion Detection System for wireless sensor networks K Gerrigagoitia, R Uribeetxeberria, U Zurutuza, I Arenaza 2012 IEEE Workshop on Complexity in Engineering (COMPENG), 2012 | 45 | 2012 |
Interpreting Remaining Useful Life estimations combining Explainable Artificial Intelligence and domain knowledge in industrial machinery O Serradilla, E Zugasti, C Cernuda, A Aranburu, JR de Okariz, U Zurutuza 2020 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-8, 2020 | 42 | 2020 |
Optimising maintenance: What are the expectations for Cyber Physical Systems E Jantunen, U Zurutuza, LL Ferreira, P Varga 2016 3rd International Workshop on Emerging Ideas and Trends in Engineering …, 2016 | 40 | 2016 |
Intrusion detection alarm correlation: a survey U Zurutuza, R Uribeetxeberria Proceedings of IADAT International Conference on Telecommunications and …, 2004 | 39 | 2004 |
Beacon frame spoofing attack detection in IEEE 802.11 networks A Martínez, U Zurutuza, R Uribeetxeberria, M Fernández, J Lizarraga, ... 2008 Third international conference on availability, reliability and …, 2008 | 35 | 2008 |
Does sentiment analysis help in bayesian spam filtering? E Ezpeleta, U Zurutuza, JM Gómez Hidalgo Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS …, 2016 | 31 | 2016 |
Towards Large‐Scale, Heterogeneous Anomaly Detection Systems in Industrial Networks: A Survey of Current Trends M Iturbe, I Garitano, U Zurutuza, R Uribeetxeberria Security and Communication Networks 2017 (1), 9150965, 2017 | 28 | 2017 |
A data mining approach for analysis of worm activity through automatic signature generation U Zurutuza, R Uribeetxeberria, D Zamboni Proceedings of the 1st ACM workshop on Workshop on AISec, 61-70, 2008 | 27 | 2008 |
Novel email spam detection method using sentiment analysis and personality recognition E Ezpeleta, I Velez de Mendizabal, JMG Hidalgo, U Zurutuza Logic Journal of the IGPL 28 (1), 83-94, 2020 | 26 | 2020 |
Analyze, Sense, Preprocess, Predict, Implement, and Deploy (ASPPID): An incremental methodology based on data analytics for cost-efficiently monitoring the industry 4.0 J Para, J Del Ser, AJ Nebro, U Zurutuza, F Herrera Engineering Applications of Artificial Intelligence 82, 30-43, 2019 | 26 | 2019 |
A practical and synchronized data acquisition network architecture for industrial robot predictive maintenance in manufacturing assembly lines U Izagirre, I Andonegui, I Landa-Torres, U Zurutuza Robotics and Computer-Integrated Manufacturing 74, 102287, 2022 | 24 | 2022 |
Towards manufacturing robotics accuracy degradation assessment: A vision-based data-driven implementation U Izagirre, I Andonegui, L Eciolaza, U Zurutuza Robotics and Computer-Integrated Manufacturing 67, 102029, 2021 | 24 | 2021 |
Clustered federated learning architecture for network anomaly detection in large scale heterogeneous IoT networks X Sáez-de-Cámara, JL Flores, C Arellano, A Urbieta, U Zurutuza Computers & Security 131, 103299, 2023 | 23 | 2023 |
The MANTIS book: cyber physical system based proactive collaborative maintenance M Albano, U Zurutuza CRC Press, 2022 | 22 | 2022 |