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Author

Noah Apthorpe

2 papers indexed here

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#federated learning Open access Sep 2026

zk-DEAP-artifact-1.0

Secure aggregation requires operating on private inputs while preserving confidentiality, verifying that each input satisfies constraints, and avoiding trusted parties. This scheme appears in federated learning, as well as Internet of Things, operational technology, blockchain, smart-grid, and voting deployments. Exist...

Jude Ramanan, Noah Apthorpe · 0 citations
#federated learning Open access Sep 2026

zk-DEAP-artifact-1.0

Secure aggregation requires operating on private inputs while preserving confidentiality, verifying that each input satisfies constraints, and avoiding trusted parties. This scheme appears in federated learning, as well as Internet of Things, operational technology, blockchain, smart-grid, and voting deployments. Exist...

Jude Ramanan, Noah Apthorpe · 0 citations

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