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# Helium : YASHE Tensor Demo
Background: One of the most valuable contributions of the PySyft library to the Cryptography and AI communities is our Tensor level abstractions of Homomorphic Encrypti…
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# Helium : Aono Tensor Demo
Background: One of the most valuable contributions of the PySyft library to the Cryptography and AI communities is our Tensor level abstractions of Homomorphic Encryptio…
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- Abstract
Building encrypted neural network using *homomorphic* encryption techniques so as to get NNs with two major properties.
1. NN's intelligence is protected
2. NN will make encrypted predi…
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Problem:
- Providing viewkeys to use light wallets currently compromises incoming transactions to your wallet on an ongoing basis. With the near release of a major light wallet (Mymonero), we face …
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**Description:** All of our Homomorphic Encryption algorithms operate on Integers under the hood. However, we want to be able to perform math on numbers of varying precision (most popularly, Floats). …
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On Slack, @michwill said:
> Btw with regards to Umbral I have the following thought. With `encapsulate()` and `decapsulate()`, one can easily implement `encrypt()` and `decrypt()`. But I think we n…
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**Description:** In the Proof-of-Concept Syft implementation, the basic type was a Float object contained within the [Paillier.py](https://github.com/OpenMined/Syft/blob/b34285afe47d1f103360f90c924201…
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The motivation behind this idea is to further the development of HE libraries viz. PyBV, PyAono, and potentially PyFV. Since more people are comfortable with Python and numpy, more people will be able…
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**Description:** We are currently wrapping a Python implementation of the Paillier cryptosystem. While it is a great implementation, we want to be able to integrate one into our project a bit more clo…
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NOTE: This ticket requires minimal work on [ISSUE 10](https://github.com/OpenMined/Syft/issues/10) to have been already started. Specifically, all work on this ticket should be over the generic Tensor…