ANDRESINI, GIUSEPPINA

ANDRESINI, GIUSEPPINA  

DIPARTIMENTO DI INFORMATICA  

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Titolo Data di pubblicazione Autore(i) File
Analyzing Microblogging Posts for Tracking Collective Emotional Trajectories 1-gen-2018 Loglisci, Corrado; Andresini, Giuseppina; Impedovo, Angelo; Malerba, Donato
Autoencoder-based deep metric learning for network intrusion detection 1-gen-2021 Andresini, G.; Appice, A.; Malerba, D.
Clustering-Aided Multi-View Classification: A Case Study on Android Malware Detection 1-gen-2020 Appice, A.; Andresini, G.; Malerba, D.
Dealing with Class Imbalance in Android Malware Detection by Cascading Clustering and Classification 1-gen-2020 Andresini, G.; Appice, A.; Malerba, D.
Exploiting the Auto-Encoder Residual Error for Intrusion Detection 1-gen-2019 Andresini, Giuseppina; Appice, Annalisa; Di Mauro, Nicola; Loglisci, Corrado; Malerba, Donato
GAN augmentation to deal with imbalance in imaging-based intrusion detection 1-gen-2021 Andresini, G.; Appice, A.; De Rose, L.; Malerba, D.
Improving Cyber-Threat Detection by Moving the Boundary Around the Normal Samples 1-gen-2021 Andresini, G.; Appice, A.; Caforio, F. P.; Malerba, D.
INSOMNIA: Towards Concept-Drift Robustness in Network Intrusion Detection 1-gen-2021 Andresini, G.; Pendlebury, F.; Pierazzi, F.; Loglisci, C.; Appice, A.; Cavallaro, L.
Leveraging autoencoders in change vector analysis of optical satellite images 1-gen-2021 Andresini, G.; Appice, A.; Iaia, D.; Malerba, D.; Taggio, N.; Aiello, A.
Leveraging Grad-CAM to Improve the Accuracy of Network Intrusion Detection Systems 1-gen-2021 Paolo Caforio, Francesco; Andresini, Giuseppina; Vessio, Gennaro; Appice, Annalisa; Malerba, Donato
Multi-Channel Deep Feature Learning for Intrusion Detection 1-gen-2020 Andresini, G.; Appice, A.; Di Mauro, N.; Loglisci, C.; Malerba, D.
Nearest cluster-based intrusion detection through convolutional neural networks 1-gen-2021 Andresini, G.; Appice, A.; Malerba, D.
A Network Intrusion Detection System for Concept Drifting Network Traffic Data 1-gen-2021 Andresini, Giuseppina; Appice, Annalisa; Loglisci, Corrado; Belvedere, Vincenzo; Redavid, Domenico; Malerba, Donato
ROULETTE: A neural attention multi-output model for explainable Network Intrusion Detection 1-gen-2022 Andresini, Giuseppina; Appice, Annalisa; Caforio, Francesco Paolo; Malerba, Donato; Vessio, Gennaro
SENECA: Change detection in optical imagery using Siamese networks with Active-Transfer Learning 1-gen-2023 Andresini, Giuseppina; Appice, Annalisa; Ienco, Dino; Malerba, Donato
A two-step network intrusion detection system for multi-class classification 1-gen-2021 Andresini, G.; Appice, A.; Malerba, D.
XAI to Explore Robustness of Features in Adversarial Training for Cybersecurity 1-gen-2022 AL-Essa, Malik; Andresini, Giuseppina; Appice, Annalisa; Malerba, Donato