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arXiv cs.CR26d ago

RAMP splits quantum key generation from user-side key masking

Commodity endpoints distilled service-provisioned material at 2.1 Kb/s on an M4 Pro CPU.

qkd quantum-safe

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arXiv cs.CROct 5, 2026

Efficient Secure Federated Learning via Information-Theoretically Secure Key Distribution: A Medical Imaging Case Study

Secure federated learning cuts information-theoretic key consumption about 35-fold for chest X-ray training.

federated-learning secure-aggregation

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