Awesome-Federated-Machine-LearningEverything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Stars: ✭ 190 (+280%)
Mutual labels: federated-learning, privacy-preserving-machine-learning
PrivacyRavenPrivacy Testing for Deep Learning
Stars: ✭ 111 (+122%)
Mutual labels: privacy-enhancing-technologies, privacy-preserving-machine-learning
federatedBachelor's Thesis in Computer Science: Privacy-Preserving Federated Learning Applied to Decentralized Data
Stars: ✭ 25 (-50%)
Mutual labels: federated-learning, privacy-preserving-machine-learning
FedNLPFedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022
Stars: ✭ 215 (+330%)
Mutual labels: federated-learning
Hemmelig.appKeep your sensitive information out of chat logs, emails, and more with encrypted secrets.
Stars: ✭ 183 (+266%)
Mutual labels: privacy-enhancing-technologies
cuda-fixnumExtended-precision modular arithmetic library that targets CUDA.
Stars: ✭ 39 (-22%)
Mutual labels: privacy-enhancing-technologies
communication-in-cross-silo-flOfficial code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)
Stars: ✭ 19 (-62%)
Mutual labels: federated-learning
fluxfontsA unique tool that blurs your device’s unique font fingerprint by continuously installing and uninstalling new fonts that are generated on the fly.
Stars: ✭ 59 (+18%)
Mutual labels: privacy-enhancing-technologies
easylist-pac-privoxyEasyList Tracker and Adblocks to Proxy Auto Configuration (PAC) File and Privoxy Actions and Filters
Stars: ✭ 99 (+98%)
Mutual labels: privacy-enhancing-technologies
flPapersPaper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary
Stars: ✭ 76 (+52%)
Mutual labels: federated-learning
distributed-learning-contributivitySimulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.
Stars: ✭ 49 (-2%)
Mutual labels: federated-learning
gretel-python-clientThe Gretel Python Client allows you to interact with the Gretel REST API.
Stars: ✭ 28 (-44%)
Mutual labels: privacy-enhancing-technologies
protect-your-privacyPrivacy resources for the layperson. Highlights resources, tools, VPNs, search engines, articles, books, and dark patterns.
Stars: ✭ 33 (-34%)
Mutual labels: privacy-enhancing-technologies
ambianic-edgeThe core runtime engine for Ambianic Edge devices.
Stars: ✭ 98 (+96%)
Mutual labels: federated-learning
federated-learningtf implementation of federated learning
Stars: ✭ 36 (-28%)
Mutual labels: federated-learning
srijan-gsoc-2020Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers
Stars: ✭ 17 (-66%)
Mutual labels: federated-learning
salvadorA free, open-source compressor for the ZX0 format
Stars: ✭ 35 (-30%)
Mutual labels: compression-algorithm
MOTIONAn efficient, user-friendly, modular, and extensible framework for mixed-protocol secure multi-party computation with two or more parties
Stars: ✭ 59 (+18%)
Mutual labels: privacy-enhancing-technologies
PyVerticalPrivacy Preserving Vertical Federated Learning
Stars: ✭ 133 (+166%)
Mutual labels: federated-learning