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Antonino Nocera — most-cited papers & profile · Federated Learning
← authors
·
overview
Antonino Nocera
21
papers ·
83
citations ·
21
h-index
Cochin University of Science and Technology · University of Pavia
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Most-cited papers
Privacy-Preserving in Blockchain-based Federated Learning Systems
2024 · 65 citations
Secure Federated Data Distillation
2025 · 1 citations
KDk: A Defense Mechanism Against Label Inference Attacks in Vertical Federated Learning
2024 · 1 citations
Turning Privacy-preserving Mechanisms against Federated Learning
2023 · 1 citations
Label Inference Attacks against Node-level Vertical Federated GNNs
2023 · 1 citations
Integrity of peer-to-peer distributed LLM inference under malicious nodes
2026
GShield: Mitigating Poisoning Attacks in Federated Learning
2025
Privacy Preserving and Robust Aggregation for Cross-Silo Federated Learning in Non-IID Settings
2025
Subject Data Auditing via Source Inference Attack in Cross-Silo Federated Learning
2024
Top co-authors
Marco Arazzi
· 7
Serena Nicolazzo
· 4
Mauro Conti
· 3
Rafidha Rehiman K. A
· 2
Stjepan Picek
· 2
Jiaxin Li
· 1
Jing Xu
· 1
K. M. Sameera
· 1
Marina Krček
· 1
Mauro Conti
· 1
Mert Cihangiroglu
· 1
Mert Cihangiroglu
· 1
Topics
Federated Learning
Privacy
Security
Adversarial Attacks
Edge Computing
Data Heterogeneity