Anonymization as homeomorphic data space transformation for privacy-preserving deep learning

Author:

Girka Anastasiia,Terziyan Vagan,Gavriushenko Mariia,Gontarenko Andrii

Funder

Jyväskylän Yliopisto

Publisher

Elsevier BV

Subject

General Engineering

Reference26 articles.

1. Hunt, Tyler, Song, Congzheng, Shokri, Reza, Smatikov, Vitaly, and Withchel, Emmett. (2018) “Chiron: Privacy-preserving machine learning as a service.” arXiv preprint arXiv:1803.05961.

2. Hesamifard, Ehsan, Takabi, Hassan, Ghasemi, Mehdi, and Rebecca N. Wright. (2018) “Privacy-preserving machine learning as a service.” Proceedings on Privacy Enhancing Technologies 2018 (3): 123-142.

3. “Secure, privacy-preserving and federated machine learning in medical imaging.”;Kaissis;Nature Machine Intelligence,2020

4. “Blockchain and IoT Integration: A Systematic Survey.”;Panarello;Sensors,2018

5. “Blockchain-enabled supply chain: An experimental study.”;Longo;Computers & Industrial Engineering,2019

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