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Kevin Choi — most-cited papers & profile · Federated Learning
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·
overview
Kevin Choi
15
papers ·
5
citations
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Semantic Scholar ↗
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Most-cited papers
Anomaly Detection via Federated Learning
2022 · 1 citations
Evaluating Query Efficiency and Accuracy of Transfer Learning-based Model Extraction Attack in Federated Learning
2025
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning
2023
FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks
2023
Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning
2024
Privacy Drift: Evolving Privacy Concerns in Incremental Learning
2024
Top co-authors
Abdul Rahman
· 6
Edward Bowen
· 6
Marc Vucovich
· 6
Sandip Roy
· 4
Sayyed Farid Ahamed
· 4
Soumya Banerjee
· 4
Devin Quinn
· 3
Alison Hu
· 2
and Sachin Shetty
· 2
Christopher Redino
· 2
Dhruv Nandakumar
· 2
Sachin Shetty
· 2
Topics
Federated Learning
Privacy
Adversarial Attacks