Add: Homomorphic Encryption FL using TenSEAL#827

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wzjin2017 wants to merge 3983 commits into

FedML-AI:masterfrom

wzjin2017:he-tenseal

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Commits on Sep 10, 2022

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clean code for cifar10 dataset
chaoyanghe
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Commits on Sep 18, 2022

add smoke test for ml engines on windows.
alexliang
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update tf,jax,mxnet docs.
alexliang
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build(fedcv): add metrics, checkpoint, file logger
yyyanbj
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Commits on Sep 19, 2022

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remove "Note: please run the server first."
chaoyanghe
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Modified Home Page ACCURACY Not updated
xkai
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add update_dataset() interface for client_trainer
chaoyanghe
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Commits on Oct 4, 2022

remove comments related to gpu mapping.md
han-shanshan
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update cli.
alexliang
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Merge branch 'dev/v0.7.0' of https://github.com/FedML-AI/FedML into dev/v0.7.0
alexliang
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update samples.
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update version.
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update logs.
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update bootstrap shell from sh to bash.
alexliang
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Commits on Oct 5, 2022

update bootstrap.sh.
alexliang
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Merge pull request #598 from FedML-AI/dev/v0.7.0
fedml-alex
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Commits on Oct 6, 2022

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add nccl-fedavg init file.
alexliang
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update version.
alexliang
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Merge pull request #600 from FedML-AI/dev/v0.7.0
fedml-alex
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optimized krum (geometric median) to original (square distances)
han-shanshan
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Commits on Oct 8, 2022

add lr_cifar10 model
han-shanshan
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Commits on Oct 9, 2022

add dp budget accountant
Nicole456
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add web3 storage and theta edge store, update bootstrap in the examples.
alexliang
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Merge branch 'dev/v0.7.0' of https://github.com/FedML-AI/FedML into dev/v0.7.0
alexliang
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update version.
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Merge pull request #602 from FedML-AI/dev/v0.7.0
fedml-alex
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update dependency lib.
alexliang
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update version.
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Merge pull request #603 from FedML-AI/dev/v0.7.0
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update dependency lib.
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update version.
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update dependency libs.
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Merge pull request #605 from FedML-AI/dev/v0.7.0
fedml-alex
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Commits on Oct 10, 2022

Commits on Oct 13, 2022

update example config in docs.
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Merge pull request #608 from FedML-AI/dev/v0.7.0
fedml-alex
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Commits on Oct 21, 2022

code refactoring
han-shanshan
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Commits on Oct 22, 2022

backdoor attack - model replacement
han-shanshan
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update a defense: compute score distributions in each round
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Commits on Oct 24, 2022

update fedml docker build files.
alexliang
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add fedml docker build script.
alexliang
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Commits on Oct 25, 2022

update dependency libs.
alexliang
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Merge pull request #614 from FedML-AI/dev/v0.7.0
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release new version.
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update fedml dockerfile.
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update fedml dockerfile.
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Merge pull request #617 from FedML-AI/dev/v0.7.0
fedml-alex
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update fedml dockerfile.
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fedml-alex
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update fedml dockerfile and jenkinsfile.
alexliang
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Merge pull request #619 from FedML-AI/dev/v0.7.0
fedml-alex
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update fedml dockerfile and jenkinsfile.
alexliang
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Merge pull request #620 from FedML-AI/dev/v0.7.0
fedml-alex
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Commits on Oct 26, 2022

Update codeql-analysis.yml
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update pylint yml.
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update pylint yml.
alexliang
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update pylint yml.
alexliang
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update github actions.
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Merge pull request #621 from FedML-AI/dev/v0.7.0
fedml-alex
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update pylint yml.
alexliang
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update pylint yml.
alexliang
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update github actions.
alexliang
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update pylint yml.
alexliang
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Merge pull request #622 from FedML-AI/dev/v0.7.0
fedml-alex
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update pylint yml.
alexliang
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update github actions.
alexliang
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update github action.
alexliang
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update github action.
alexliang
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update pylint yml.
alexliang
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update github actions.
alexliang
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update github actions.
alexliang
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update fedml dockerfile for arm64.
alexliang
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Merge pull request #624 from FedML-AI/dev/v0.7.0
fedml-alex
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update fedml dockerfile and github actions.
alexliang
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Merge pull request #625 from FedML-AI/dev/v0.7.0
fedml-alex
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update fedml dockerfile.
alexliang
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Merge pull request #626 from FedML-AI/dev/v0.7.0
fedml-alex
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update docker-build docs.
alexliang
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update base docker.
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Merge pull request #627 from FedML-AI/dev/v0.7.0
fedml-alex
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update jenkinsfile.
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Merge pull request #628 from FedML-AI/dev/v0.7.0
fedml-alex
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Commits on Oct 27, 2022

update jenkinsfile.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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update mpi action.
alexliang
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Merge pull request #629 from FedML-AI/dev/v0.7.0
fedml-alex
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Commits on Oct 31, 2022

Commits on Nov 9, 2022

Update: new functionality with FHE. Phase 1 where all encrypted operations are on the server
wzjin2017
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Commits on Nov 15, 2022

Update: encrypted model communication between server and clients
wzjin2017
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Commits on Dec 8, 2022

Commits on Dec 21, 2022

Update: add key authority server and some cleanup about generated test key files
wzjin2017
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Commits on Jan 4, 2023

Fix: fix the bug in on_before_local_training() in client_trainer. Bug happens when fhe_enabled is false due to no enable check of fhe, which leads to running of decryption without crypto envs
wzjin2017
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Commits on Mar 22, 2023

Update: TenSeal Version
wzjin2017
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Commits on Apr 24, 2023

Fix: tenseal context file cannot be read in
wzjin2017
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