Privacy-Utility Tradeoffs in Hierarchical Federated Learning Under Combined Differential Privacy and CKKS Homomorphic Encryption for Distributed Healthcare Networks

Sayed Mohammed Alwedaei, Jenan Moosa

Open source

DOI
10.21203/rs.3.rs-10182043/v1
Published
2026-07-09
Container
Not recorded
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.21203/rs.3.rs-10182043/v1,
  title = {Privacy-Utility Tradeoffs in Hierarchical Federated Learning Under Combined Differential Privacy and CKKS Homomorphic Encryption for Distributed Healthcare Networks},
  author = {Sayed Mohammed Alwedaei and Jenan Moosa},
  year = {2026},
  doi = {10.21203/rs.3.rs-10182043/v1},
  url = {https://doi.org/10.21203/rs.3.rs-10182043/v1}
}

RIS

TY  - JOUR
TI  - Privacy-Utility Tradeoffs in Hierarchical Federated Learning Under Combined Differential Privacy and CKKS Homomorphic Encryption for Distributed Healthcare Networks
AU  - Sayed Mohammed Alwedaei
AU  - Jenan Moosa
PY  - 2026
DO  - 10.21203/rs.3.rs-10182043/v1
UR  - https://doi.org/10.21203/rs.3.rs-10182043/v1
ER  - 

APA

Alwedaei, S. M., & Moosa, J. (2026). Privacy-Utility Tradeoffs in Hierarchical Federated Learning Under Combined Differential Privacy and CKKS Homomorphic Encryption for Distributed Healthcare Networks. https://doi.org/10.21203/rs.3.rs-10182043/v1

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