TY  - JOUR 
AU  - Lopez-Martin, Manuel
AU  - Carro, Belen
AU  - Arribas, Juan Ignacio
AU  - Sánchez-Esguevillas, Antonio
PY  - 2021
SN  - 0950-7051
UR  - http://hdl.handle.net/10366/154482
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
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
T2  - Knowledge-Based Systems
VL  - 219
M2  - 106887
ER  -