Anomaly-based detection of cyberattacks in smart homes

Authors: Iturbe Araya, Juan Ignacio

Contributors: University/Department: Universitat Oberta de Catalunya. Escola de Doctorat

Thesis Advisors: Rifà-Pous, Helena

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: llars intel·ligents, hogares inteligentes, smart homes, ciberseguretat, ciberseguridad, cybersecurity, detecció d´intrusos basada en anomalies, detección de intrusos basada en anomalías, anomaly-based intrusion detection, aprenentatge no supervisat, aprendizaje no supervisado, unsupervised learning, desbalance de classes, desbalance de clases, class imbalance, optimització d'hiperparàmetres, optimización de hiperparámetros, hyperparameters optimization, métricas de evaluación, mètriques d'avaluació, evaluation metrics, seguretat IoT, seguridad IoT, IoT security, conjunts de dades desbalancejades, conjuntos de datos desbalanceados, imbalanced datasets

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/695557

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