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Giuseppe Caire — most-cited papers & profile · Federated Learning
← authors
·
overview
Giuseppe Caire
8
papers ·
44
citations ·
73
h-index
Technische Universität Berlin
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Semantic Scholar ↗
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Most-cited papers
SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees
2022 · 35 citations
SwiftAgg+: Achieving Asymptotically Optimal Communication Loads in Secure Aggregation for Federated Learning
2022 · 4 citations
On the Information Theoretic Secure Aggregation with Uncoded Groupwise Keys
2022 · 4 citations
ByzSecAgg: A Byzantine-Resistant Secure Aggregation Scheme for Federated Learning Based on Coded Computing and Vector Commitment
2023 · 1 citations
Information-Theoretic Decentralized Secure Aggregation with Passive Collusion Resilience
2025
Fundamental Limits of Hierarchical Secure Aggregation with Cyclic User Association
2025
PriRoAgg: Achieving Robust Model Aggregation with Minimum Privacy Leakage for Federated Learning
2024
Top co-authors
Tayyebeh Jahani-Nezhad
· 4
Kai Wan
· 3
Mohammad Ali Maddah-Ali
· 3
Songze Li
· 3
Mingyue Ji
· 2
Xiang Zhang
· 2
Zhou Li
· 2
Derrick Wing Kwan Ng
· 1
Hua Sun
· 1
Shuangyang Li
· 1
Sizai Hou
· 1
Sun Hua
· 1
Topics
Federated Learning
Communication
Security
Privacy
Edge Computing