Annalisa Appice

Autoencoder-based deep metric learning for network intrusion detection

Giuseppina Andresini, Annalisa Appice, Donato Malerba · Information Sciences · 2021 · 158 citations · Full text

Computing, Computer Engineering, Computer Science +14

Multi-Channel Deep Feature Learning for Intrusion Detection

Giuseppina Andresini, Annalisa Appice, Nicola Di Mauro et al. · IEEE Access · 2020 · 138 citations · Full text

Computing, Computer Science, Cybersecurity +16

GAN augmentation to deal with imbalance in imaging-based intrusion detection

Giuseppina Andresini, Annalisa Appice, Luca Rose et al. · Future Generation Computer Systems · 2021 · 137 citations

Computing, Computer Engineering, Computer Science +14

Top-down induction of model trees with regression and splitting nodes

Donato Malerba, Floriana Esposito, Michelangelo Ceci et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 112 citations

Computing, Computer Science, Data Science +12

Nearest cluster-based intrusion detection through convolutional neural networks

Giuseppina Andresini, Annalisa Appice, Donato Malerba · Knowledge-Based Systems · 2021 · 110 citations

Computing, Computer Engineering, Computer Science +14