Luis Brito
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126
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Crypto×1ML×1
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2026
Public-Decay Homomorphic State Space Models for Private Sequence Inference
The paper introduces public-decay Homomorphic State Space Models (HSSMs) that enable efficient, high-accuracy sequence inference directly on encrypted data, significantly outperforming existing encrypted attention mechanisms.
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