TenSEAL

Changelog:

• SEAL 4.1.1

Changelog:

• SEAL 4.1.0
• Update Bazel configs
• Update gtest

Fix linux release

Changelog:

• https://github.com/OpenMined/TenSEAL/pull/405 Thanks @mrader1248!

Changelog:

• Polynomial evaluation for BFVVector. Thanks @pierreeliseeflory!
• Use multithreading for BFV and CKKS sum inplace. Thanks @vdasu!
• CKKSVector shape support. Thanks @mrader1248!

Changelog:

• Python 3.10 support

Changelog:

• SEAL 4.0.0

Changelog:

• SEAL 3.7.2
• Disable HEXL

Changelog:

• SEAL 3.7.2
• disable HEXL

Changelog:

• SEAL 3.7.1

Changelog:

• SEAL 3.7.0
• rename master -> main

Changelog:

• SEAL 3.6.5
• Run benchmarks on every PR https://openmined.github.io/TenSEAL/

Changelog:

• New tensor type: BFVTensor(https://github.com/OpenMined/TenSEAL/pull/285)
• BFVVector: sum_vector/dot support (https://github.com/OpenMined/TenSEAL/pull/283)
• CKKSTensor: multi-threaded encryption(https://github.com/OpenMined/TenSEAL/pull/289), subscript operator(https://github.com/OpenMined/TenSEAL/pull/287)
• Improved dependency management (https://github.com/OpenMined/TenSEAL/pull/281)

Changelog:

• SEAL 3.6.4

Changelog:

• Python 3.9 build
• CKKSTensor support for broadcasting and transpose operations.
• SEAL bindings improvements.
• Bazel 4.0 support.

Dependencies:

• SEAL 3.6.3
• xtensor 0.23.4

Changelog:

• Upload v0.3.0 for Python 3.9

Changelog since v0.1.0

New features:

• CKKSTensor: a more flexibile CKKS tensor, which can encrypt N-dimensional tensors. Supports reshaping and broadcasting. Built on top of xtensor.
• PlainTensor: a bridge between different tensor formats and the internal encrypted format.
• Serialization using Protobuffers.
• Convolutions evaluation support.

Misc:

• Several tutorials added here.
• SEAL 3.6.2.
• Linux: Compile the library using Clang.

• Linux performance improvements: Microsoft SEAL compiled with Clang++ has much better runtime performance than one compiled with GNU G++(https://github.com/OpenMined/TenSEAL/pull/227).
• Improved context error handling: throw an exception when encrypting with an empty context(https://github.com/OpenMined/TenSEAL/pull/228).

Changelog:

• CKKSTensor: complete dot operation(https://github.com/OpenMined/TenSEAL/pull/220)
• Parameter what's stored while serializing the context (https://github.com/OpenMined/TenSEAL/pull/224)
• More tutorials(https://github.com/OpenMined/TenSEAL/pull/223)
• Support input vectors larger than the polynomial modulus(https://github.com/OpenMined/TenSEAL/pull/213)

Changelog:

• Hotfix for lazy context serialization issue.