Python-FHEz

Python-FHEz is a privacy-preserving Fully Homomorphic Encryption (FHE) and deep learning library.

Interactive graph example of an FHE compatible neural network:

Deep Learning:

This library is capable of both fully homomorphically encrypting data and processing encrypted cyphertexts without the private keys, thus completely privately.

This library also supports:

advanced serialization of cyphertext objects, for transmission over networks using marshmallow
Kernel-Masqueradeing
Hadmard Product cyphertext branching

Cite

Either:

@online{fhez,
  author = {George Onoufriou},
  title = {Python-FHEz Source Repository},
  year = {2021},
  url = {https://gitlab.com/DeepCypher/Python-FHEz},
}

Or if you do not have @online support:

@misc{fhez,
  author = {George Onoufriou},
  title = {Python-FHEz Source Repository},
  howpublished = {Github, GitLab},
  year = {2021},
  note = {\url{https://gitlab.com/DeepCypher/Python-FHEz}},
}

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