Manuel López‐Martín

Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things

Manuel López‐Martín, Belén Carro, Antonio Sánchez-Esguevillas et al. · IEEE Access · 2017 · 726 citations · Full text

Convolutional Neural Network, Internet Traffic Analysis, Engineering +17

Application of deep reinforcement learning to intrusion detection for supervised problems

Manuel López‐Martín, Belén Carro, Antonio Sánchez-Esguevillas · Expert Systems with Applications · 2019 · 326 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +7

Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT

Manuel López‐Martín, Belén Carro, Antonio Sánchez-Esguevillas et al. · Sensors · 2017 · 281 citations · Full text

Adversarial environment reinforcement learning algorithm for intrusion detection

Guillermo Caminero, Manuel López‐Martín, Belén Carro · Computer Networks · 2019 · 213 citations · Full text

Artificial Intelligence, Adversarial Environment Reinforcement, Engineering +5

Shallow neural network with kernel approximation for prediction problems in highly demanding data networks

Manuel López‐Martín, Belén Carro, Antonio Sánchez-Esguevillas et al. · Expert Systems with Applications · 2019 · 79 citations · Full text

Artificial Intelligence, Prediction Problems, Engineering +12