Daniel Huynh - BastionAI: Towards an Easy-to-use Privacy-preserving Deep Learning Framework

www.pydata.org

We present BastionAI, a new framework for privacy-preserving deep learning leveraging secure enclaves and Differential Privacy.
We provide promising first results on fine-tuning a BERT model on the SMS Spam Collection Data Set within a secure enclave with Differential Privacy.
The library is available at https://github.com/mithril-security/b....

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