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awesome-embedded

A curated list of awesome embedded programming.

backdoors101

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

defending-against-backdoors-with-robust-learning-rate

The code of AAAI-21 paper "Defending against Backdoors in Federated Learning with Robust Learning Rate".

fate

An Industrial Grade Federated Learning Framework

federated-learning

联邦学习

fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

gmssl

支持国密SM2/SM3/SM4/SM9/ZUC/SSL的OpenSSL分支

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

lth-backdoor

[Preprint] Backdoor Attacks on Federated Learning with Lottery Ticket Hypothesis

mp-spdz

Versatile framework for multi-party computation

practicing-federated-learning

python

All Algorithms implemented in Python