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Examples

Here is a list of models BlindAI supports, the use cases it unlocks and articles to provide more context on each case. The articles are in preparation and we welcome all contributions to show how BlindAI can be used to deploy AI models with confidentiality!

Model name Link to model Article Link to the notebook
DistilBERT https://huggingface.co/docs/transformers/model_doc/distilbert Deploy Transformers models with confidentiality https://github.com/mithril-security/blindai/blob/master/examples/distilbert/BlindAI-DistilBERT.ipynb
COVID-Net-CXR-2 https://github.com/lindawangg/COVID-Net Confidential medical image analysis with COVID-Net and BlindAI https://github.com/mithril-security/blindai/blob/master/examples/covidnet/BlindAI-COVID-Net.ipynb
Wav2vec2 https://huggingface.co/docs/transformers/model_doc/wav2vec2 To be announced https://github.com/mithril-security/blindai/blob/master/examples/wav2vec2/BlindAI-Wav2vec2.ipynb