Perun: Confidential Multi-stakeholder Machine Learning Framework with Hardware Acceleration Support

Author:

Ozga Wojciech,Quoc Do Le,Fetzer Christof

Publisher

Springer International Publishing

Reference58 articles.

1. Regulation (EU) 2016/679 of the European parliament and of the council of 27 April 2016 on the protection of natural persons with regard to the processing of personal data and on the free movement of such data, and repealing directive 95/46/EC (2016)

2. Abadi, M., et al.: TensorFlow: a system for large-scale machine learning. In: 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2016), pp. 265–283 (2016)

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

4. Intel AI: Deep Learning Medical Decathlon Demos for Python. https://github.com/IntelAI/unet/. Accessed Feb 2021

5. Arnautov, S., et al.: SCONE: secure linux containers with Intel SGX. In: 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2016), pp. 689–703 (2016)

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