Daniel Huynh
CEO of Mithril Security.
Our goal: democratization of privacy in AI ðŸ§
https://github.com/mithril-security
Sessions
12-02
08:00
30min
BastionAI: Towards an Easy-to-use Privacy-preserving Deep Learning Framework
Daniel Huynh
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/bastionai.
Talk Track I