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Home/Authors/Alexander Williams

Alexander Williams

1 indexed paper

Recent (6 mo)
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Publications per year

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26

Top categories

Crypto×1ML×1

Frequent co-authors

John Cartmell1×

Research Timeline

2026
Privacy-Preserving Distributed Learning in IoT Systems: A Unified Threat Model and Evaluation Framework

This paper introduces a unified threat model and evaluation framework to systematically compare privacy-preserving techniques for distributed learning in IoT systems, highlighting the trade-off between privacy and efficiency.

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Papers

cs.CRcs.LGRecentMay 10, 2026

Privacy-Preserving Distributed Learning in IoT Systems: A Unified Threat Model and Evaluation Framework

John Cartmell, Alexander Williams

This paper introduces a unified threat model and evaluation framework to systematically compare privacy-preserving techniques for distributed learning in IoT systems, highlighting the trade-off betwee…

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