| 2025 | IJCNN | Deep Change Vector Analysis to Map Bark Beetle Outbreaks in Open Sentinel-2 Data. | Giuseppina Andresini, Annalisa Appice, Donato Malerba, Vito Recchia |
| 2024 | DIS | An Attention-Based CNN Approach to Detect Forest Tree Dieback Caused by Insect Outbreak in Sentinel-2 Images. | Vito Recchia, Giuseppina Andresini, Annalisa Appice, Gianpietro Fontana, Donato Malerba |
| 2024 | IGARSS | Potential of Spectral-Spatial Analysis to Map Forest Tree Dieback Due to Bark Beetle Hotspots in Sentinel-2 Images. | Giuseppina Andresini, Annalisa Appice, Dino Ienco, Donato Malerba, Vito Recchia |
| 2024 | SAC | Leveraging Sentinel-2 time series for bark beetle-induced forest dieback inventory. | Giuseppina Andresini, Annalisa Appice, Donato Malerba |
| 2023 | DIS | GLORIA: A Graph Convolutional Network-Based Approach for Review Spam Detection. | Giuseppina Andresini, Annalisa Appice, Roberto Gasbarro, Donato Malerba |
| 2023 | DSAA | PANACEA: A Neural Model Ensemble for Cyber-Threat Detection. | Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba |
| 2022 | DASC | An XAI-based adversarial training approach for cyber-threat detection. | Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba |
| 2022 | ISMIS | XAI to Explore Robustness of Features in Adversarial Training for Cybersecurity. | Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba |
| 2021 | CCS | INSOMNIA: Towards Concept-Drift Robustness in Network Intrusion Detection. | Giuseppina Andresini, Feargus Pendlebury, Fabio Pierazzi, Corrado Loglisci, Annalisa Appice, Lorenzo Cavallaro |
| 2021 | DIS | A Network Intrusion Detection System for Concept Drifting Network Traffic Data. | Giuseppina Andresini, Annalisa Appice, Corrado Loglisci, Vincenzo Belvedere, Domenico Redavid, Donato Malerba |
| 2021 | DIS | Leveraging Grad-CAM to Improve the Accuracy of Network Intrusion Detection Systems. | Francesco Paolo Caforio, Giuseppina Andresini, Gennaro Vessio, Annalisa Appice, Donato Malerba |