146 citations · 307 across the 4 of their papers we have counts for
5 papers
Influence of Autoencoder Latent Space on Classifying IoT CoAP Attacks
María Teresa García-Ordás, Jose Aveleira-Mata, Isaías García-Rodríguez +3
The Internet of Things (IoT) presents a unique cybersecurity challenge due to its vast network of interconnected, resource-constrained devices. These vulnerabilities not only threa…
TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection
Martín Bayón-Gutiérrez, María Teresa García-Ordás, Héctor Alaiz Moretón +3
Robust road surface estimation is required for autonomous ground vehicles to navigate safely. Despite it becoming one of the main targets for autonomous mobility researchers in rec…
Heart disease risk prediction using deep learning techniques with feature augmentation
María Teresa García-Ordás, Martín Bayón-Gutiérrez, Carmen Benavides +2
Cardiovascular diseases state as one of the greatest risks of death for the general population. Late detection in heart diseases highly conditions the chances of survival for patie…
Determining the severity of Parkinson's disease in patients using a multi task neural network
María Teresa García-Ordás, José Alberto Benítez-Andrades, Jose Aveleira-Mata +2
Parkinson's disease is easy to diagnose when it is advanced, but it is very difficult to diagnose in its early stages. Early diagnosis is essential to be able to treat the symptoms…
Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol
Hector Alaiz-Moreton, Jose Aveleira-Mata, Jorge Ondicol-Garcia +3
The large number of sensors and actuators that make up the Internet of Things obliges these systems to use diverse technologies and protocols. This means that IoT networks are more…