| 2025 | AINA | Edge-Cloud Distributed Approaches to Text Authorship Analysis: A Feasibility Study. | Lelio Campanile, Maria Stella de Biase, Fiammetta Marulli |
| 2025 | ICCSA | Toward Privacy-Aware Environmental Monitoring of rmCO | Lelio Campanile, Luigi Piero Di Bonito, Fiammetta Marulli, Antonio Balzanella, Rosanna Verde |
| 2025 | KES | Toward Paediatric Digital Twins: STELLA-Segmentation Tool for Enhanced Localisation and Labelling of Diagnostic Areas. | Roberta De Fazio, Maria Stella de Biase, Pierluigi Marzuillo, Paola Tirelli, Fiammetta Marulli, Stefano Marrone, Laura Verde |
| 2025 | KES | Unleashing the power of simulation-based inference: an application to complex stochastic processes. | Michele Di Giovanni, Ciro Nespolino, Stefano Marrone, Fiammetta Marulli |
| 2025 | KES | Cat Swarm Optimization to Cybersecurity and GANs-based Defence Solutions Enhancement. | Fiammetta Marulli, Pierluigi Paganini, Fabio Lancellotti |
| 2024 | AINA | Combining Federated and Ensemble Learning in Distributed and Cloud Environments: An Exploratory Study. | Fiammetta Marulli, Lelio Campanile, Stefano Marrone, Laura Verde |
| 2024 | EDCC | Fuzzy-based Severity Evaluation in Privacy Problems: an Application to Healthcare. | Atrin Barzegar, Lelio Campanile, Stefano Marrone, Fiammetta Marulli, Laura Verde, Michele Mastroianni |
| 2024 | KES | Improving Voice Pathology Classification Using Artificial Data Generation. | Toms Jirsa, Laura Verde, Fiammetta Marulli, Stefano Marrone, Jan Vrba |
| 2024 | KES | Understanding Readability of Large Language Models Output: An Empirical Analysis. | Fiammetta Marulli, Lelio Campanile, Maria Stella de Biase, Stefano Marrone, Laura Verde, Marianna Bifulco |
| 2024 | KES | The Three Sides of the Moon LLMs in Cybersecurity: Guardians, Enablers and Targets. | Fiammetta Marulli, Pierluigi Paganini, Fabio Lancellotti |
| 2023 | ICMLA | Exploring the Faithfulness of Synthetic Data by Generative Models. | Fiammetta Marulli, Pierluigi Paganini, Fabio Lancellotti |
| 2023 | ICPM | CaseID Detection for Process Mining: A Heuristic-Based Methodology. | Roberta De Fazio, Antonio Balzanella, Stefano Marrone, Fiammetta Marulli, Laura Verde, Vincenzo Reccia, Paolo Valletta |
| 2023 | KES | Inferring Emotional Models from Human-Machine Speech Interactions. | Lelio Campanile, Roberta De Fazio, Michele Di Giovanni, Stefano Marrone, Fiammetta Marulli, Laura Verde |
| 2023 | KES | Supporting the Development of Digital Twins in Nuclear Waste Monitoring Systems. | Michele Di Giovanni, Lelio Campanile, Antonio D'Onofrio, Stefano Marrone, Fiammetta Marulli, Mauro Romoli, Carlo Sabbarese, Laura Verde |
| 2022 | DASC | Speech-based Evaluation of Emotions-Depression Correlation. | Laura Verde, Lelio Campanile, Fiammetta Marulli, Stefano Marrone |
| 2022 | ECMS | A DSL-Based Modeling Approach For Energy Harvesting IoT / WSN. | Lelio Campanile, Mauro Iacono, Fiammetta Marulli, Marco Gribaudo, Michele Mastrioianni |
| 2022 | ICCSA | Sensitive Information Detection Adopting Named Entity Recognition: A Proposed Methodology. | Lelio Campanile, Maria Stella de Biase, Stefano Marrone, Fiammetta Marulli, Mariapia Raimondo, Laura Verde |
| 2022 | KES | Challenges and Trends in Federated Learning for Well-being and Healthcare. | Lelio Campanile, Stefano Marrone, Fiammetta Marulli, Laura Verde |
| 2021 | CISIS | Toward ECListener: An Unsurpervised Intelligent System to Monitor Energy Communities. | Gregorio D'Agostino, Alberto Tofani, Beniamino Di Martino, Fiammetta Marulli |
| 2021 | CISIS | PrettyTags: An Open-Source Tool for Easy and Customizable Textual MultiLevel Semantic Annotations. | Beniamino Di Martino, Fiammetta Marulli, Mariangela Graziano, Pietro Lupi |
| 2021 | ICCSA | Risk Analysis of a GDPR-Compliant Deletion Technique for Consortium Blockchains Based on Pseudonymization. | Lelio Campanile, Pasquale Cantiello, Mauro Iacono, Fiammetta Marulli, Michele Mastroianni |
| 2021 | ICCSA | Dataset Anonimyzation for Machine Learning: An ISP Case Study. | Lelio Campanile, Fabio Forgione, Fiammetta Marulli, Gianfranco Palmiero, Carlo Sanghez |
| 2021 | IJCNN | Exploring a Federated Learning Approach to Enhance Authorship Attribution of Misleading Information from Heterogeneous Sources. | Fiammetta Marulli, Antonio Balzanella, Lelio Campanile, Mauro Iacono, Michele Mastroianni |
| 2021 | IJCNN | Evaluating Efficiency and Effectiveness of Federated Learning Approaches in Knowledge Extraction Tasks. | Fiammetta Marulli, Laura Verde, Stefano Marrone, Roberta Barone, Maria Stella de Biase |
| 2021 | KES | Exploring Data and Model Poisoning Attacks to Deep Learning-Based NLP Systems. | Fiammetta Marulli, Laura Verde, Lelio Campanile |
| 2021 | KES | Exploring the Impact of Data Poisoning Attacks on Machine Learning Model Reliability. | Laura Verde, Fiammetta Marulli, Stefano Marrone |
| 2020 | AINA | Towards the Use of Generative Adversarial Neural Networks to Attack Online Resources. | Lelio Campanile, Mauro Iacono, Fabio Martinelli, Fiammetta Marulli, Michele Mastroianni, Francesco Mercaldo, Antonella Santone |
| 2020 | AINA | A Security-Oriented Architecture for Federated Learning in Cloud Environments. | Fiammetta Marulli, Emanuele Bellini, Stefano Marrone |
| 2020 | CISIS | A Machine Learning Based Methodology for Automatic Annotation and Anonymisation of Privacy-Related Items in Textual Documents for Justice Domain. | Beniamino Di Martino, Fiammetta Marulli, Pietro Lupi, Alessandra Cataldi |
| 2020 | ECMS | A Simulation Study On A WSN For Emergency Management. | Lelio Campanile, Mauro Iacono, Fiammetta Marulli, Michele Mastroianni |
| 2020 | IJCNN | Enhanced Privacy and Data Protection using Natural Language Processing and Artificial Intelligence. | Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo, Stefano Marrone, Antonella Santone |
| 2018 | CISIS | A Federation of Cognitive Cloud Services for Trusting Data Sources. | Flora Amato, Beniamino Di Martino, Fiammetta Marulli, Francesco Moscato |
| 2017 | AINA | Let's Gossip: Exploring Malware Zero-Day Time Windows by Social Network Analysis. | Fiammetta Marulli, Francesco Mercaldo |
| 2017 | CISIS | A Target Driven Approach Supporting Data Diversified Generation in IoT Applications. | Flora Amato, Beniamino Di Martino, Fiammetta Marulli, Antonino Mazzeo, Francesco Moscato |
| 2017 | KES | Evaluating Convolutional Neural Network for Effective Mobile Malware Detection. | Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo |
| 2016 | ArtsIT | The Imitation Game to Cultural Heritage: A Human-like Interaction Driven Approach for Supporting Art Recreation. | Fiammetta Marulli, Luca Vallifuoco |