Nicola Di Mauro

Multi-Channel Deep Feature Learning for Intrusion Detection

Giuseppina Andresini, Annalisa Appice, Nicola Di Mauro et al. · IEEE Access · 2020 · 131 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +14

Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains

Alejandro Molina, Antonio Vergari, Nicola Di Mauro et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 78 citations · Full text

Structured Prediction, Engineering, Machine Learning +18

A General Similarity Framework for Horn Clause Logic

Stefano Ferilli, Teresa M. A. Basile, Marenglen Biba et al. · Fundamenta Informaticae · 2009 · 37 citations

Exploiting the Auto-Encoder Residual Error for Intrusion Detection

Giuseppina Andresini, Annalisa Appice, Nicola Di Mauro et al. · 2019 · 36 citations

Supervised Neural Networks, Anomaly Detection, Machine Learning +17

Unsupervised discretization using kernel density estimation

Marenglen Biba, Floriana Esposito, Stefano Ferilli et al. · 2007 · 35 citations