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MORA, ALESSIO

MORA, ALESSIO  

DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA  

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Titolo Autore(i) Anno Periodico Editore Tipo File
FedAdapt-CAD: A Federated Learning Framework for Anomaly Detection with Client-Aware Aggregation and Dynamic Model Adaptation Farooq, Muhammad Azaz; Bellavista, Paolo; Bujari, Armir; Mora, Alessio; Nasir, Jamal; Ahmed, Rohma 2026-01-01 - - 4.01 Contributo in Atti di convegno a26-farooq stamped-e.pdf
Federated Unlearning in Healthcare: Why It Matters Mora, Alessio; Mazzocca, Carlo; Montanari, Rebecca; Bellavista, Paolo 2025-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno IJCNN25.pdf
Game Theoretic Analysis of Age of Federated Information for Participatory Data Ecosystems Buratto, A.; Mora, A.; Bujari, A.; Badia, L. 2025-01-01 IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS - 1.01 Articolo in rivista Game_Theoretic_Analysis_of_Age_of_Federated_Information_for_Participatory_Data_Ecosystems.pdf
I Trained That! Client-Side Proof of Participation in Federated Learning Mazzocca, Carlo; Mora, Alessio; Romandini, Nicolò; Montanari, Rebecca; Bellavista, Paolo 2025-01-01 CLUSTER COMPUTING - 1.01 Articolo in rivista s10586-025-05668-4.pdf
Is Client Unlearning Really Necessary in Federating Learning? Mora, Alessio; Bellavista, Paolo 2025-01-01 - - 4.01 Contributo in Atti di convegno ICAIIC.pdf
SparsyFed: Sparse Adaptive Federated Training Guastella, Adriano; Sani, Lorenzo; Iacob, Alex; Mora, Alessio; Bellavista, Paolo; Lane, Nicholas D. 2025-01-01 - - 4.01 Contributo in Atti di convegno ICLR-2025-sparsyfed-sparse-adaptive-federated-learning-Paper-Conference.pdf
Enhancing generalization in Federated Learning with heterogeneous data: A comparative literature review Mora, Alessio; Bujari, Armir; Bellavista, Paolo 2024-01-01 FUTURE GENERATION COMPUTER SYSTEMS - 1.01 Articolo in rivista FGCS___Copy.pdf
Federated Unlearning: A Survey on Methods, Design Guidelines, and Evaluation Metrics Romandini, Nicolò; Mora, Alessio; Mazzocca, Carlo; Montanari, Rebecca; Bellavista, Paolo 2024-01-01 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS - 1.01 Articolo in rivista Federated_Unlearning_A_Survey_on_Methods_Design_Guidelines_and_Evaluation_Metrics.pdf
FedUNRAN: On-device Federated Unlearning via Random Labels Mora, Alessio; Dominici, Luca; Bellavista, Paolo 2024-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
Knowledge Distillation in Federated Learning: A Practical Guide Mora, A.; Tenison, I.; Bellavista, P.; Rish, I. 2024-01-01 IJCAI - 4.01 Contributo in Atti di convegno -
Membership Proof in Federated Learning via Cryptographic Accumulators Mazzocca, Carlo; Mora, Alessio; Romandini, Nicolò; Montanari, Rebecca; Bellavista, Paolo 2024-01-01 - IEEE 4.01 Contributo in Atti di convegno BCCA2024.pdf
Decentralised Learning in Federated Deployment Environments Bellavista, Paolo; Foschini, Luca; Mora, Alessio 2022-01-01 ACM COMPUTING SURVEYS - 1.01 Articolo in rivista Dec__Learning_Last___ACM_Journals___After_Reviews___in_37_pages (1).pdf
Federated Learning Algorithms with Heterogeneous Data Distributions: An Empirical Evaluation Mora, Alessio; Fantini, Davide; Bellavista, Paolo 2022-01-01 - IEEE 4.01 Contributo in Atti di convegno -
Structured Sparse Ternary Compression for Convolutional Layers in Federated Learning Mora, A; Foschini, L; Bellavista, P 2022-01-01 - IEEE 4.01 Contributo in Atti di convegno SSTC_IEEE_VTC_Edge_AI_am.pdf
Communication-Efficient Heterogeneous Federated Dropout in Cross-device Settings Bellavista, Paolo; Foschini, Luca; Mora, Alessio 2021-01-01 - IEEE 4.01 Contributo in Atti di convegno -
Edge cloud as an enabler for distributed AI in industrial IoT applications: The experience of the iotwins project Bellavista P.; Mora A. 2019-01-01 - CEUR-WS 4.01 Contributo in Atti di convegno -