| 2025 | ADBIS | MaGA-Clif: Defending FL from Combined Poisoning Attacks with Marginal Gain Estimation. | Jamsher Bhanbhro, Simona Nistic |
| 2024 | DIS | Large Language Models-Based Local Explanations of Text Classifiers. | Fabrizio Angiulli, Francesco De Luca, Fabio Fassetti, Simona Nistic |
| 2023 | ADBIS | Towards Reliable Machine Learning. | Simona Nistic |
| 2023 | DIS | Counterfactuals Explanations for Outliers via Subspaces Density Contrastive Loss. | Fabrizio Angiulli, Fabio Fassetti, Simona Nistic, Luigi Palopoli |
| 2022 | ADBIS | Outlier Explanation Through Masking Models. | Fabrizio Angiulli, Fabio Fassetti, Simona Nistic, Luigi Palopoli |
| 2022 | ISMIS | A Semi-automatic Data Generator for Query Answering. | Fabrizio Angiulli, Alessandra Del Prete, Fabio Fassetti, Simona Nistic |
| 2022 | ISMIS | Audio Super-Resolution via Vision Transformer. | Simona Nistic, Luigi Palopoli, Adele Pia Romano |
| 2021 | DIS | Local Interpretable Classifier Explanations with Self-generated Semantic Features. | Fabrizio Angiulli, Fabio Fassetti, Simona Nistic |
| 2021 | IDEAL | Finding Local Explanations Through Masking Models. | Fabrizio Angiulli, Fabio Fassetti, Simona Nistic |