Enhancing Privacy in Federated Learning with Local Differential Privacy for Email Classification

Author:

Löbner SaschaORCID,Gogov BorisORCID,Tesfay Welderufael B.ORCID

Publisher

Springer International Publishing

Reference29 articles.

1. Abadi, M., et al.: Deep learning with differential privacy. In: Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, pp. 308–318 (2016)

2. Amjad, M., Voronkov, I., Saenko, A., Gelbukh, A.: Comparison of text classification methods using deep learning neural networks. In: Proceedings of the 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing) (2019)

3. Lecture Notes in Computer Science;S Awan,2021

4. Basu, P., Roy, T.S., Naidu, R., Muftuoglu, Z.: Privacy enabled financial text classification using differential privacy and federated learning. arXiv preprint arXiv:2110.01643 (2021)

5. Lecture Notes in Electrical Engineering;A Bhowmick,2018

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