A Comprehensive Review of Cryptographic Techniques in Federated Learning for Secure Data Sharing and Applications

Anik Sen, Swee-Huay Heng, Shing Chiang Tan. A Comprehensive Review of Cryptographic Techniques in Federated Learning for Secure Data Sharing and Applications. IEEE Access, 13:135138-135164, 2025. [doi]

@article{SenHT25,
  title = {A Comprehensive Review of Cryptographic Techniques in Federated Learning for Secure Data Sharing and Applications},
  author = {Anik Sen and Swee-Huay Heng and Shing Chiang Tan},
  year = {2025},
  doi = {10.1109/ACCESS.2025.3593953},
  url = {https://doi.org/10.1109/ACCESS.2025.3593953},
  researchr = {https://researchr.org/publication/SenHT25},
  cites = {0},
  citedby = {0},
  journal = {IEEE Access},
  volume = {13},
  pages = {135138-135164},
}