aiqbench analysis
This paper presents a robust optimization method using non-symmetric conic programming to calculate tighter finite-size security bounds for quantum key distribution protocols. By replacing unstable ad-hoc techniques with a generalizable approach, it significantly improves the efficiency and reliability of determining secret key rates in practical quantum communication scenarios.
Finite-size quantum key distribution rates from R\'enyi entropies using conic optimization
arXiv:2511.10584v4 Announce Type: replace Abstract: Finite-size general security proofs for quantum key distribution based on R\'enyi entropies have recently been introduced. These approaches are more flexible and provide tighter bounds on the secret key rate than traditional formulations based on the von Neumann entropy. However, deploying them requires minimizing the conditional R\'enyi entropy, a difficult optimization problem that has hitherto been tackled using ad-hoc techniques based on the Frank-Wolfe algorithm, which are unstable and can only handle particular cases. In this work, we introduce a method based on non-symmetric conic optimization for solving this problem. Our technique is fast, reliable, and completely general. We illustrate its performance on several protocols, whose results represent an improvement over the state of the art.
Abstract:Finite-size general security proofs for quantum key distribution based on Rényi entropies have recently been introduced. These approaches are more flexible and provide tighter bounds on the secret key rate than traditional formulations based on the von Neumann entropy. However, deploying them requires minimizing the conditional Rényi entropy, a difficult optimization problem that has hitherto been tackled using ad-hoc techniques based on the Frank-Wolfe algorithm, which are unstable and can only handle particular cases. In this work, we introduce a method based on non-symmetric conic optimization for solving this problem. Our technique is fast, reliable, and completely general. We illustrate its performance on several protocols, whose results represent an improvement over the state of the art.
40 pages, 5 figures. v2: Added section 3.4 and extended Remark 1. v3: Added benchmarks. v4: Closer to the published version
arXiv:2511.10584 [quant-ph]
(or arXiv:2511.10584v4 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2511.10584 Focus to learn more arXiv-issued DOI via DataCite
https://doi.org/10.1103/bf9s-m4jb Focus to learn more DOI(s) linking to related resources
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Full text under the publisher's open licence · 236 words
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