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federated-learning

Here are 12 public repositories matching this topic...

primihub / primihub

Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台，支持多方安全计算、联邦学习、隐私求交、匿踪查询等。

security-protocol mpc psi hacktoberfest pir multi-party-computation privacy-preserving fl federated-learning private-information-retrieval private-set-intersection

Updated Dec 2, 2024
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LatticeX-Foundation / Rosetta

A Privacy-Preserving Framework Based on TensorFlow

homomorphic-encryption secure-computation federated-learning privacy-preserving-machine-learning zero-knowledge-proofs secure-multiparty-computation

Updated Apr 26, 2022
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AIJack

Koukyosyumei / AIJack

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

security machine-learning privacy deep-learning dbms paillier homomorphic-encryption differential-privacy adversarial-machine-learning adversarial-examples paillier-cryptosystem adversarial-attacks federated-learning k-anonymity model-inversion-attacks membership-inference evasion-attack poisoning-attacks

Updated May 10, 2024
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Xtra-Computing / FedTree

A tree-based federated learning system (MLSys 2023)

distributed federated-learning gradient-boosting-decision-trees

Updated Oct 4, 2023
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iammcy / BFLC-demo

This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning framework with Committee consensus (BFLC). Without a centralized server, the framework uses blockchain for the global model storage and the local model update exchange.

blockchain federated-learning

Updated Apr 22, 2022
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FeTS-AI / Front-End

Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/

gui cpp cancer qt5 cpp11 federated-learning cbica fets national-institutes federated-tumor-segmentation

Updated Feb 28, 2024
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mc2-project / federated-xgboost

Federated gradient boosted decision tree learning

security machine-learning federated-learning federated-xgboost

Updated Apr 17, 2023
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Raymw / Federated-XGBoost

Federated Learning on XGBoost

federated-learning

Updated Oct 13, 2019
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WellingtonLobato / flexe

Flexe - The open source federated learning for vehicular network simulation framework.

open-source machine-learning simulation-framework vehicular-networks omnetpp federated-learning federated-learning-framework

Updated Oct 31, 2024
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eric-ai-lab / FedVLN

[ECCV 2022] Official pytorch implementation of the paper "FedVLN: Privacy-preserving Federated Vision-and-Language Navigation"

federated-learning privacy-preserving-machine-learning vision-and-language-navigation

Updated Oct 8, 2022
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jtirana98 / MultiHop-Federeated-Split-Learning

Framework that supports pipeline federated split learning with multiple hops.

distributed-machine-learning federated-learning libtorch split-learning

Updated May 15, 2024
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thesimersons / CaiaCoin

An artificial intelligence knowledge mining platform. #CareAlwaysInAllways

iot deep-learning healthcare drug-discovery artificial-neural-networks digital-humanities predictive-modeling metaverse federated-learning disease-prediction digital-twins gpt-3 digital-humans

Updated Feb 6, 2022
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