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 · 747 citations · Full text

Computing, Computer Science, Computer Systems +15

Application of deep reinforcement learning to intrusion detection for supervised problems

Manuel López‐Martín, Belén Carro, Antonio Sánchez-Esguevillas · Expert Systems with Applications · 2019 · 344 citations

Computing, Computer Engineering, Computer Science +12

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 · 288 citations · Full text

Computing, Computer Science, Cybersecurity +16

Adversarial environment reinforcement learning algorithm for intrusion detection

Guillermo Caminero, Manuel López‐Martín, Belén Carro · Computer Networks · 2019 · 220 citations · Full text

Computing, Computer Engineering, Computer Science +12

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 · 81 citations · Full text

Computing, Computer Science, Mathematics +13