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Elisa Bertino — most-cited papers & profile · Federated Learning
← authors
·
overview
Elisa Bertino
18
papers ·
37
citations ·
97
h-index
Purdue University West Lafayette
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FLAP -- A Federated Learning Framework for Attribute-based Access Control Policies
2020 · 3 citations
Simeon -- Secure Federated Machine Learning Through Iterative Filtering
2021 · 1 citations
Efficient Full-Stack Private Federated Deep Learning with Post-Quantum Security
2025
Standing Firm in 5G: A Single-Round, Dropout-Resilient Secure Aggregation for Federated Learning
2025
Uncovering Attacks and Defenses in Secure Aggregation for Federated Deep Learning
2024
Top co-authors
Yiwei Zhang
· 3
Reza Ebrahimi
· 2
Alessandra Russo
· 1
Dinesh Verma
· 1
Hye-Young Paik
· 1
Imtiaz Karim
· 1
Topics
Federated Learning
Privacy
Security
Adversarial Attacks