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Giuseppina Andresini

Observed names: Andresini G., Andresini, Giuseppina
ORCID: 0000-0002-5272-644X
Observed ORCID: 0000-0002-5272-644X
OpenAlex ID: A5064688726
Autoencoder-based deep metric learning for network intrusion detection
2021 · Giuseppina Andresini, Annalisa Appice, et al. · Information Sciences · 178
INSOMNIA
2021 · Giuseppina Andresini, Feargus Pendlebury, et al. · ACM Workshop on Artificial Intelligence and Security (AISec) · 155
Multi-Channel Deep Feature Learning for Intrusion Detection
2020 · Giuseppina Andresini, Annalisa Appice, et al. · IEEE Access · 149
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GAN augmentation to deal with imbalance in imaging-based intrusion detection
2021 · Giuseppina Andresini, Annalisa Appice, et al. · Future Generation Computer Systems · 148
Nearest cluster-based intrusion detection through convolutional neural networks
2021 · Giuseppina Andresini, Annalisa Appice, et al. · Knowledge-Based Systems · 117
ROULETTE: A neural attention multi-output model for explainable Network Intrusion Detection
2022 · Giuseppina Andresini, Annalisa Appice, et al. · Expert Systems with Applications · 69
Exploiting the Auto-Encoder Residual Error for Intrusion Detection
2019 · Giuseppina Andresini, Annalisa Appice, et al. · IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) · 45
Machine Learning and Principles and Practice of Knowledge Discovery in Databases
2021 · Michael Kamp, Irena Koprinska, et al. · Communications in computer and information science · 39
Clustering-Aided Multi-View Classification: A Case Study on Android Malware Detection
2020 · Annalisa Appice, Giuseppina Andresini, et al. · Journal of Intelligent Information Systems · 31
PANACEA: a neural model ensemble for cyber-threat detection
2024 · Malik AL-Essa, Giuseppina Andresini, et al. · Machine Learning · 27
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VINCENT: Cyber-threat detection through vision transformers and knowledge distillation
2024 · Luca De Rose, Giuseppina Andresini, et al. · Computers & Security · 26
: An eXplainable Framework to Map Bark Beetle Infestation in Sentinel-2 Images
2023 · Giuseppina Andresini, Annalisa Appice, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 23
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An XAI-based adversarial training approach for cyber-threat detection
2022 · Malik AL-Essa, Giuseppina Andresini, et al. · IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) · 22
SENECA: Change detection in optical imagery using Siamese networks with Active-Transfer Learning
2022 · Giuseppina Andresini, Annalisa Appice, et al. · Expert Systems with Applications · 19
EUPHORIA: A neural multi-view approach to combine content and behavioral features in review spam detection
2022 · Giuseppina Andresini, Andrea Iovine, et al. · Journal of Computational Mathematics and Data Science · 19
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A Network Intrusion Detection System for Concept Drifting Network Traffic Data
2021 · Giuseppina Andresini, Annalisa Appice, et al. · Lecture notes in computer science · 19
Leveraging Grad-CAM to Improve the Accuracy of Network Intrusion Detection Systems
2021 · Francesco Paolo Caforio, Giuseppina Andresini, et al. · Lecture notes in computer science · 19
Machine Learning and Principles and Practice of Knowledge Discovery in Databases
2021 · Michael Kamp, Irena Koprinska, et al. · Communications in computer and information science · 16
Dealing with Class Imbalance in Android Malware Detection by Cascading Clustering and Classification
2020 · Giuseppina Andresini, Annalisa Appice, et al. · Studies in computational intelligence · 14
Anakin: explainable android malware detection with graph neural networks
2026 · Giuseppina Andresini, Annalisa Appice, et al. · Cybersecurity · 13
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Improving Cyber-Threat Detection by Moving the Boundary Around the Normal Samples
2020 · Giuseppina Andresini, Annalisa Appice, et al. · Studies in computational intelligence · 13
DIAMANTE: A data-centric semantic segmentation approach to map tree dieback induced by bark beetle infestations via satellite images
2024 · Giuseppina Andresini, Annalisa Appice, et al. · Journal of Intelligent Information Systems · 12
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A Deep Semantic Segmentation Approach to Map Forest Tree Dieback in Sentinel-2 Data
2024 · Giuseppina Andresini, Annalisa Appice, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 12
OLIVANDER: a counterfactual-based method to generate adversarial Windows PE malware
2025 · Luca De Rose, Giuseppina Andresini, et al. · Data Mining and Knowledge Discovery · 11
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XAI to Explore Robustness of Features in Adversarial Training for Cybersecurity
2022 · Malik AL-Essa, Giuseppina Andresini, et al. · Lecture notes in computer science · 10
Works count: 50
Citation count: 1,257
H-index: 17
I10-index: 26
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