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This research addresses a critical bottleneck in quantum key distribution by demonstrating how classical post-processing can enforce the independent-and-identically-distributed (IID) condition required for rigorous security proofs. By discarding specific detector outcomes sensitive to inter-round coherence, the method recovers product measurement structures without needing additional vacuum pulses or restricting potential eavesdropper attacks. The result is a practical pathway to achieving higher key rates in time-bin encoded protocols while maintaining robust theoretical guarantees against general quantum attacks.
Enforcing IID structure on time-bin encoded QKD protocols via coarse-graining
arXiv:2607.26772v1 Announce Type: new Abstract: Many security proofs for quantum key distribution (QKD) require Bob's measurement to have a tensor-product structure across protocol rounds, with some techniques requiring the stronger independent-and-identically-distributed (IID) condition. Time-bin encoded protocols often rely on interferometers whose detector outcomes depend on the interference between optical modes from neighbouring rounds, obstructing the direct application of such proofs. We show that classical post-processing of Bob's measurement data --- specifically, discarding the outcomes of detectors sensitive to inter-round coherence --- is sufficient to recover a product measurement positive operator-valued measure (POVM) (which is IID when the same single-round setup is used in every round). Applied to the Mach-Zehnder interferometer and the IID variant of the COW detection setup, this removes the need for the additional vacuum pulse introduced in prior analyses to establish tensor product structure of the measurement POVM, recovering better key rates without placing any restriction on Eve's attack.
Abstract:Many security proofs for quantum key distribution (QKD) require Bob's measurement to have a tensor-product structure across protocol rounds, with some techniques requiring the stronger independent-and-identically-distributed (IID) condition. Time-bin encoded protocols often rely on interferometers whose detector outcomes depend on the interference between optical modes from neighbouring rounds, obstructing the direct application of such proofs. We show that classical post-processing of Bob's measurement data --- specifically, discarding the outcomes of detectors sensitive to inter-round coherence --- is sufficient to recover a product measurement positive operator-valued measure (POVM) (which is IID when the same single-round setup is used in every round). Applied to the Mach-Zehnder interferometer and the IID variant of the COW detection setup, this removes the need for the additional vacuum pulse introduced in prior analyses to establish tensor product structure of the measurement POVM, recovering better key rates without placing any restriction on Eve's attack.
arXiv:2607.26772 [quant-ph]
(or arXiv:2607.26772v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2607.26772 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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