TY  - JOUR 
AU  - López Martín, Manuel
AU  - Carro Martínez, Belén
AU  - Sánchez Esguevillas, Antonio Javier
PY  - 2020
SN  - 0957-4174
UR  - https://uvadoc.uva.es/handle/10324/54271
AB  - The application of new techniques to increase the performance of intrusion detection systems is crucial in modern data networks with a growing threat of cyber-attacks. These attacks impose a greater risk on network services that are increasingly...
LA  - eng
PB  - Elsevier
KW  - Seguridad informática
KW  - Data networks
KW  - Redes de datos
KW  - Intrusion detection
KW  - Detección de intrusos
KW  - Deep reinforcement learning (DRL)
KW  - Aprendizaje de refuerzo profundo (DRL)
TI  - Application of deep reinforcement learning to intrusion detection for supervised problems
DO  - 10.1016/j.eswa.2019.112963
ER  -