CapsRule: Explainable Deep Learning for Classifying Network Attacks.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2023.3262981
Abstract: Despite the potential deep learning (DL) algorithms have shown, their lack of transparency hinders their widespread application. Extracting if-then rules from deep neural networks is a powerful explanation method to capture nonlinear local behaviors. However,… read more here.
Keywords: network; classifying network; capsrule; network attacks ... See more keywords