TY - GEN AU - Magán-Carrión, Roberto AU - Urda, Daniel AU - Díaz Cano, Ignacio AU - Dorronsoro Díaz, Bernabé A4 - Ingeniería en Automática, Electrónica, Arquitectura y Redes de Computadores A4 - Ingeniería Informática PY - 2020 SN - 2076-3417 UR - http://hdl.handle.net/10498/22871 AB - Presently, we are living in a hyper-connected world where millions of heterogeneous devices are continuously sharing information in different application contexts for wellness, improving communications, digital businesses, etc. However, the bigger the... LA - eng PB - MDPI KW - network intrusion detection KW - NIDS KW - machine learning KW - attack detection KW - communications networks KW - methodology TI - Towards a Reliable Comparison and Evaluation of Network Intrusion Detection Systems Based on Machine Learning Approaches DO - 10.3390/app10051775 ER -