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APPFL: Advanced Privacy-Preserving Federated Learning

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 03 Jan 2024Publisher:Zenodo
Authors: Ryu, Minseok; Kim, Kibaek; Kim, Youngdae; Li, Zilinghan; Yim, Sang-il; Trung-Hieu; Bose, Shourya; +3 Authors

doi: 10.5281/zenodo.15851246 , 10.5281/zenodo.17161275 , 10.5281/zenodo.13685582 , 10.5281/zenodo.15851270 , 10.5281/zenodo.14654820 , 10.5281/zenodo.14802824 , 10.5281/zenodo.14920282 , 10.5281/zenodo.10648152 , 10.5281/zenodo.14610184 , 10.5281/zenodo.5976143 , 10.5281/zenodo.13766424 , 10.5281/zenodo.10648160 , 10.5281/zenodo.17050805 , 10.5281/zenodo.10452813 , 10.5281/zenodo.13883442 , 10.5281/zenodo.15192211 , 10.5281/zenodo.13921304 , 10.5281/zenodo.13381547 , 10.5281/zenodo.14920277 , 10.5281/zenodo.10834530 , 10.5281/zenodo.15347188 , 10.5281/zenodo.10648165 , 10.5281/zenodo.14962939 , 10.5281/zenodo.14268317 , 10.5281/zenodo.13765703

APPFL: Advanced Privacy-Preserving Federated Learning

Abstract

New Features Add documentation for CADRE (Customizable Assurance of Data Readiness) modules Add tutorials for running APPFL on FLamby datasets, both on AWS and HPCs Add tutorials for Globus-based authentication

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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Average
Average
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