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TenSEAL is a library for doing homomorphic encryption operations on tensors, built on top of Microsoft SEAL. It provides ease of use through a Python API, while preserving efficiency by implementing most of its operations using C++. Features Encryption/Decryption of vectors of integers using BFV

TenSEAL is presented, an open-source library for Privacy-Preserving Machine Learning using Homomorphic Encryption that can be easily ...

In this paper, we present TenSEAL, an open-source library for Privacy-Preserving Machine Learning using Homomorphic Encryption that can be ...

The PyPI package tenseal receives a total of 1,401 downloads a week. As such, we scored tenseal popularity level to be Small. Based on project statistics from the GitHub repository for the PyPI package tenseal, we found that it has been starred 389 times, and that 0 other projects in the ecosystem are dependent on it.

TenSEAL is a library that bridges classical machine learning frameworks to homomorphic encryp- tion capabilities. It manages all the complexities of ...

The PyPI package tenseal receives a total of 1,401 downloads a week. As such, we scored tenseal popularity level to be Small. Based on project statistics from the GitHub repository for the PyPI package tenseal, we found that it has been starred 389 times, and that 0 other projects in the ecosystem are dependent on it.

TenSEAL is a library for doing homomorphic encryption operations on tensors, built on top of Microsoft SEAL. It provides ease of use through a Python API, while preserving efficiency by implementing most of its operations using C++. This installs the last packaged version on pypi.

Microsoft SEAL library is mainly based on C++ whereas TenSEAL is its python wrapper. It is fully homomorphic. In other words, we can make ...

TenSEAL is a library for doing homomorphic encryption operations on tensors, built on top of Microsoft SEAL. It provides ease of use through a Python API, ...

TenSEAL A library for doing homomorphic encryption operations on tensors TenSEAL is a library for doing homomorphic encryption operations on tensors, built on top of Microsoft SEAL. It provides ease of use through a Python API, while preserving efficiency by implementing most of its operations using C++. Features

TenSEAL is a library for doing homomorphic encryption operations on tensors, built on top of Microsoft SEAL. It provides ease of use through a Python API, while preserving efficiency by implementing most of its operations using C++. This installs the last packaged version on pypi. If your platform doesn't have a ready package, please open an ...

TenSEAL uses Protocol Buffers for serialization, and you will need the protocol buffer compiler too.. If you are on Windows, you will first need to build SEAL library using Visual Studio, you should use the solution file SEAL.sln in third_party/SEAL to build the project native\src\SEAL.vcxproj with Configuration=Release and Platform=x64.For more details check the instructions in Building ...

TenSEAL is a library for doing homomorphic encryption operations on tensors, built on top of Microsoft SEAL.It provides ease of use through a Python API, while preserving efficiency by implementing most of its operations using C++.

TenSEAL is a library for doing homomorphic encryption operations on tensors, built on top of Microsoft SEAL. It provides ease of use through a Python API, while preserving efficiency by implementing most of its operations using C++. Features Encryption/Decryption of vectors of integers using BFV

TenSEAL uses Protocol Buffers for serialization, and you will need the protocol buffer compiler too.. If you are on Windows, you will first need to build SEAL library using Visual Studio, you should use the solution file SEAL.sln in third_party/SEAL to build the project native\src\SEAL.vcxproj with Configuration=Release and Platform=x64.For more details check the instructions in Building ...

TenSEAL is a result of contributors efforts at extending the SEAL Microsoft library to tensor operations, and wrap this all together to add more ...

TenSEAL is a library for doing homomorphic encryption operations on tensors, built on top of Microsoft SEAL. It provides ease of use through a Python API, while ...

Changelog: - New tensor type: BFVTensor(https://github.com/OpenMined/TenSEAL/pull/285) - BFVVector: sum_vector/dot support ...