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2025

Aliyev G. Optimization of Exposure-Aware Routing for Vehicles and Pedestrians. In Proceedings of the 19th International Symposium on Spatial and Temporal Data (SSTD '25) [Internet]. Osaka, Japan: Association for Computing Machinery; 2025. https://doi.org/10.1145/3748777.3748808
Aliyev G, Nanni M. Exploiting Vehicular Data for Exposure-Aware Pedestrian Routing. In 2025 26th IEEE International Conference on Mobile Data Management (MDM). 2025.
Aliyev G, Nanni M. From GPS Traces to Individual Emission Exposure: A Data-Driven Four-Step Process. In Intelligent Transport Systems. Cham: Springer Nature Switzerland; 2025.
Aliyev G, Nanni M. Vehicle-Pedestrian Optimization Framework for Exposure-Aware Routing. Mobile Networks and Applications [Internet]. 2025;. https://link.springer.com/article/10.1007/s11036-025-02459-4

2024

Muscato B, Mala CSree, Manerba MMarchiori, Gezici G, Giannotti F. An Overview of Recent Approaches to Enable Diversity in Large Language Models through Aligning with Human Perspectives. In: Abercrombie G, Basile V, Bernadi D, Dudy S, Frenda S, Havens L, et al. Proceedings of the 3rd Workshop on Perspectivist Approaches to NLP (NLPerspectives) @ LREC-COLING 2024 [Internet]. Torino, Italia: ELRA and ICCL; 2024. https://aclanthology.org/2024.nlperspectives-1.5/
Corbucci L, Heikkila MA, Noguero DSolans, Monreale A, Kourtellis N. PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning. In [Internet]. 2024. https://arxiv.org/abs/2407.15224
Corbucci L, Monreale A, Pellungrini R. Enhancing Privacy and Utility in Federated Learning: A Hybrid P2P and Server-Based Approach with Differential Privacy Protection. In Proceedings of the 21st International Conference on Security and Cryptography - SECRYPT. INSTICC; 2024.

2023

Pugnana A, Ruggieri S. A Model-Agnostic Heuristics for Selective Classification. In Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, 2023, Washington, DC, USA, February 7-14, 2023 [Internet]. AAAI Press; 2023. https://doi.org/10.1609/aaai.v37i8.26133
Naretto F, Monreale A, Giannotti F. Evaluating the Privacy Exposure of Interpretable Global and Local Explainers. In Submitted at Journal of Artificial Intelligence and Law. 2023.
Monreale A, Naretto F, Rizzo S. Agnostic Label-Only Membership Inference Attack. In 17th International Conference on Network and System Security. Springer; 2023.

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