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README.md
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# MNIST digit classification with a CNN with Concrete ML
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In this repository, we classify MNIST digits, without seing digits! Indeed, digits are sent encrypted to the HF endpoints, and are classified without the server seeing the
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Concrete ML is Zama's open-source privacy-preserving ML package, FHE. We refer the reader to fhe.org or Zama's websites for more information on FHE.
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# MNIST digit classification with a CNN with Concrete ML
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In this repository, we classify MNIST digits, without seing digits! Indeed, digits are sent encrypted to the HF endpoints, and are classified without the server seeing the digits in the clear, thanks to fully homomorphic encryption (FHE). This is done thanks to Zama's Concrete ML.
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Concrete ML is Zama's open-source privacy-preserving ML package, FHE. We refer the reader to fhe.org or Zama's websites for more information on FHE.
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