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Home/Authors/Benjamin Marsh

Benjamin Marsh

1 indexed paper

Recent (6 mo)
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Publications per year

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26

Top categories

Crypto×1AI×1

Frequent co-authors

Bernardo Magri1×
Paul Gebheim1×

Research Timeline

2026
Meeting in the Middle: A Co-Design Paradigm for FHE and AI Inference

The paper proposes a co-design paradigm, 'Meeting in the Middle,' to make Fully Homomorphic Encryption (FHE) practical for AI inference by optimizing both the cryptographic schemes and the underlying hardware architectures.

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Papers

cs.CRcs.AIRecentMar 20, 2026

Meeting in the Middle: A Co-Design Paradigm for FHE and AI Inference

Bernardo Magri, Benjamin Marsh, Paul Gebheim

The paper proposes a co-design paradigm, 'Meeting in the Middle,' to make Fully Homomorphic Encryption (FHE) practical for AI inference by optimizing both the cryptographic schemes and the underlying…

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