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Apr 27, 2020 - Jupyter Notebook
federated-learning
Here are 1,001 public repositories matching this topic...
Newest Readings for Secure Machine Learning, Secure Federated Learning, MPC, Federated Learning, Privacy Leakages of ML/FL etc. And include fantastic blogs, libraries and frameworks resource.
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May 29, 2023
Splitting MNIST data in batches based on handwriting such that each batch has digits of single handwriting. LEAF's MNIST dataset is used for this..
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Jun 1, 2022
Golang Flwr Client implementation
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Feb 17, 2023 - Go
This repository records the algorithm for federated average. The implementation is pytorch.
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Oct 18, 2022 - Python
This repository, consists of the packaged code from the experiments from https://github.com/aneesh-aparajit/fedGPT
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Nov 22, 2023 - Python
A PyTorch implementation of DropGrad regularization for Federated Learning
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Apr 27, 2024 - Python
Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning
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Dec 19, 2023 - Python
Automated Federated Learning via Informed Pruning (https://arxiv.org/abs/2405.10271)
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May 22, 2024 - Python
SecuraX: A digital platform unleashing AI for smarter Policing with Privacy Baked In 🔒
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May 30, 2024 - Python
Federated Learning Dashboard for CICIoT Dataset
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May 30, 2024 - Python
Openmined API exploration
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May 13, 2019 - Jupyter Notebook
Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling.
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Jan 15, 2022 - Shell
[MobiCom 2022] " PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Chenning Li, Xiao Zeng, Mi Zhang, and Zhichao Cao.
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Jan 29, 2022 - Python
The code for SOP project done for the topic of Abuse detection in multilingual code-switched and code-mixed language using federated learning
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Feb 6, 2022 - Jupyter Notebook
An artificial intelligence knowledge mining platform. #CareAlwaysInAllways
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Feb 6, 2022 - C++
Simulation of FL in python for Digit Recognition ML model. Simulated poisoning attacks and studies their impact.
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Jul 3, 2022 - Python
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