TY  - JOUR 
AU  - López Martín, Manuel
AU  - Carro Martínez, Belén
AU  - Arribas Sánchez, Juan Ignacio
AU  - Sánchez Esguevillas, Antonio Javier
PY  - 2021
SN  - 0950-7051
UR  - https://uvadoc.uva.es/handle/10324/54206
AB  - Including high-dimensional categorical predictors in a machine learning model is a major challenge. This is particularly appropriate for the IP and Port addresses of network connections when they are considered as predictors (features) in machine...
LA  - eng
PB  - Elsevier
KW  - Hash function
KW  - Self-supervised learning
KW  - Neural network
KW  - Network address embedding
KW  - Network intrusion detection
TI  - Network intrusion detection with a novel hierarchy of distances between embeddings of hash IP addresses
DO  - 10.1016/j.knosys.2021.106887
ER  -