Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

Journal of Quantum Information Science

Formal Verification of Robertson-Type Uncertainty Relation

Takaaki Masuhara, Toru KURIYAMA, M. Yoshida, Jun Cheng

Published Jan 1, 2015• 1 citation
Publisher

Abstract

Formal verification using interactive theorem provers have been noticed as a method of verification of proofs that are too big for humans to check the validity of them. The purpose of this work is to verify the validity of Robertson-type uncertainty relation toward verifying unconditional security of quantum key distributions. We verify the validity of the relation by using proof assistant Coq and it is turned out that the theorem regarding the relation formally holds. The source code for Coq which represents the validity of the theorem is printed in Appendix.

DOI
10.4236/jqis.2015.52008

Related papers

Formalization of Quantum Protocols using Coq

Jaap Boender, Florian Kammüller, Rajagopal Nagarajan

Quantum Information Processing, which is an exciting area of research at the intersection of physics and computer science, has great potential for influencing the future development of information processing systems. The building of practical, general purpose Quantum Computers may be some years into the future. However, Quantum Communication and Quantum Cryptography are well developed. Commercial Quantum Key Distribution systems are easily available and several QKD networks have been built in various parts of the world. The security of the protocols used in these implementations rely on information-theoretic proofs, which may or may not reflect actual system behaviour. Moreover, testing of implementations cannot guarantee the absence of bugs and errors. This paper presents a novel framework for modelling and verifying quantum protocols and their implementations using the proof assistant Coq. We provide a Coq library for quantum bits (qubits), quantum gates, and quantum measurement. As a step towards verifying practical quantum communication and security protocols such as Quantum Key Distribution, we support multiple qubits, communication and entanglement. We illustrate these concepts by modelling the Quantum Teleportation Protocol, which communicates the state of an unknown quantum bit using only a classical channel.

arXiv:1511.01568•Electronic Proceedings in Theoretical Computer Science•Nov 4, 2015•28 citations

FVQKD: A Formal Verification of Quantum Key Distribution Security in Rocq

Ruixuan Deng, Zhengfeng Ji, Jiayu Zhang +1 more

Quantum key distribution (QKD), whose security is derived from quantum mechanics rather than computational assumptions, is moving into standardization and commercial deployment. Yet its security guarantees rest on technically delicate proofs checked by hand. Formal verification closes this gap, establishing a two-factor assurance: unconditional security from physical principles, and machine-checked proofs against reasoning errors. We present FVQKD, a Rocq library for machine-checking QKD security proofs. Its first result is a complete, end-to-end machine-checked proof of composable, finite-key security for BB84. The mechanization reconstructs the complete proof infrastructure from first principles, including the smooth entropy framework, the entropic uncertainty relation, and the Quantum Leftover Hash Lemma. It uncovers necessary side conditions that the published argument leaves unstated, one of which reveals a missing proof branch, and it grounds the information-theoretic bound in a formal semantics of protocol execution, which the pen-and-paper analysis lacks. The proof is entirely admit-free, relying only on the Rocq kernel and standard foundational axioms. To our knowledge, this is the first end-to-end formal verification of a QKD security proof. Built on MathComp, MathComp-Analysis, and CoqQ, the development provides quantum-information infrastructure designed for reuse across broader QKD variants and quantum cryptography applications.

quant-pharXiv:2610.30645•Oct 23, 2026•0 citations

APPLICATION OF FORMAL METHODS TO QUANTUM CRYPTOGRAPHY

貴大 久保田

In general, it is difficult to verify security of cryptographic protocols.Indeed, flaws of designs and security proofs of some protocols were found after they had been presented.In deductive verification using formal methods, protocols and security properties are described in formal languages, and correctness of designs and security proofs are deduced by inference rules.While a number of formal frameworks and verification tools have been developed and applied to classical protocols, few formal methods have been applied to security proofs of quantum protocols.The contributions of this thesis consist of the following three results.First, we developed a software tool to verify bisimilarity of configurations (pairs of processes and quantum states) of qCCS, a quantum process calculus presented by Feng et al.Bisimilar configurations behave indistinguishably from the outside.We designed a formal framework for the verifier, which we call nondeterministic qCCS, on the basis of qCCS by Feng et al.While the transition system of qCCS is both nondeterministic and probabilistic, we presented a nondeterministic and non-probabilistic transition system for configurations, extending the definition of them.This allows the verifier to verify bisimilarity efficiently.Next, we designed the verifier to handle security parameters and quantum states symbolically.A purpose is to apply it to quantum cryptographic protocols, where the dimensions of quantum states depend on security parameters.When the verifier checks bisimulation relation of configurations, it uses user-defined equations on the symbolic representations to check the quantum states that the outsider can access are always equal.Besides, the verifier is sound with respect to qCCS, that is, when it runs with two configurations as input and returns true, a symbol representing success of the verification, the configurations are in bisimulation relation in the qCCS's definition.Second, we defined a notion of approximate bisimulation relation on configurations of nondeterministic qCCS, and extended the verifier to check the approximate bisimilarity.Approximately bisimilar configurations reveal quantum states with close trace distance to the outsider after transitions.This property is useful in security proofs of quantum key distribution protocols.We then proved the approximate bisimulation relation is closed under application of evaluation contexts of processes.Third, we formally verified Shor and Preskill's security proof of BB84 quantum key distribution protocol.They first considered another protocol (the EDP-based protocol) and proved the security of BB84 and the EDP-based protocol is equivalent.They next proved the latter is secure.For the first step of their proof, we formalized the two protocols as configurations and formally verified that they are bisimilar.For the second step, we defined a completely secure protocol (EDPideal) and formally verified that the configurations of it and the EDP-based protocol are approximately bisimilar.This is the first work where a security proof of a quantum cryptographic protocol is mechanically verified using a software tool.

•Mar 24, 2014•0 citations

Simple security proof of quantum key distribution via uncertainty principle

Masato Koashi

We present an approach to the unconditional security of quantum key distribution protocols based on the uncertainty principle. The approach applies to every case that has been treated via the argument by Shor and Preskill, and relieve them from the constraints of finding quantum error correcting codes. It can also treat the cases with uncharacterized apparatuses. We derive a secure key rate for the Bennett-Brassard-1984 protocol with an arbitrary source characterized only by a single parameter representing the basis dependence.

arXiv:quant-ph/0505108•May 14, 2005•20 citations

Unconditional security of quantum key distribution and the uncertainty principle

Masato Koashi

An approach to the unconditional security of quantum key distribution protocols is presented, which is based on the uncertainty principle. The approach applies to every case that has been treated via the argument by Shor and Preskill, but it is not necessary to find quantum error correcting codes. It can also treat the cases with uncharacterized apparatuses. The proof can be applied to cases where the secret key rate is larger than the distillable entanglement.

Journal of Physics Conference Series•Apr 1, 2006•86 citations

Aspects of universally valid Heisenberg uncertainty relation

Kazuo Fujikawa, Koichiro Umetsu

A numerical illustration of a universally valid Heisenberg uncertainty relation, which was proposed recently, is presented by using the experimental data on spin-measurements by J. Erhart et al. [Nat. Phys. 8, 185 (2012)]. This uncertainty relation is closely related to a modified form of the Arthurs–Kelly uncertainty relation, which is also tested by the spin-measurements. The universally valid Heisenberg uncertainty relation always holds, but both the modified Arthurs–Kelly uncertainty relation and the Heisenberg error–disturbance relation proposed by Ozawa, which was analyzed in the original experiment, fail in the present context of spin-measurements, and the cause of their failure is identified with the assumptions of unbiased measurement and disturbance. It is also shown that all the universally valid uncertainty relations are derived from Robertson's relation and thus the essence of the uncertainty relation is exhausted by Robertson's relation, as is widely accepted.

arXiv:1211.1828•Progress of Theoretical and Experimental Physics•Jan 1, 2013•9 citations
Formal verification using interactive theorem provers have been noticed as a method of verification of proofs that are too big for humans to check the validity of them. The purpose of this work is to verify the validity of Robertson-type uncertainty relation toward verifying unconditional security of quantum key distributions. We verify the validity of the relation by using proof assistant Coq and it is turned out that the theorem regarding the relation formally holds. The source code for Coq which represents the validity of the theorem is printed in Appendix.
Quantum Information Processing, which is an exciting area of research at the intersection of physics and computer science, has great potential for influencing the future development of information processing systems. The building of practical, general purpose Quantum Computers may be some years into the future. However, Quantum Communication and Quantum Cryptography are well developed. Commercial Quantum Key Distribution systems are easily available and several QKD networks have been built in various parts of the world. The security of the protocols used in these implementations rely on information-theoretic proofs, which may or may not reflect actual system behaviour. Moreover, testing of implementations cannot guarantee the absence of bugs and errors. This paper presents a novel framework for modelling and verifying quantum protocols and their implementations using the proof assistant Coq. We provide a Coq library for quantum bits (qubits), quantum gates, and quantum measurement. As a step towards verifying practical quantum communication and security protocols such as Quantum Key Distribution, we support multiple qubits, communication and entanglement. We illustrate these concepts by modelling the Quantum Teleportation Protocol, which communicates the state of an unknown quantum bit using only a classical channel.
Quantum key distribution (QKD), whose security is derived from quantum mechanics rather than computational assumptions, is moving into standardization and commercial deployment. Yet its security guarantees rest on technically delicate proofs checked by hand. Formal verification closes this gap, establishing a two-factor assurance: unconditional security from physical principles, and machine-checked proofs against reasoning errors. We present FVQKD, a Rocq library for machine-checking QKD security proofs. Its first result is a complete, end-to-end machine-checked proof of composable, finite-key security for BB84. The mechanization reconstructs the complete proof infrastructure from first principles, including the smooth entropy framework, the entropic uncertainty relation, and the Quantum Leftover Hash Lemma. It uncovers necessary side conditions that the published argument leaves unstated, one of which reveals a missing proof branch, and it grounds the information-theoretic bound in a formal semantics of protocol execution, which the pen-and-paper analysis lacks. The proof is entirely admit-free, relying only on the Rocq kernel and standard foundational axioms. To our knowledge, this is the first end-to-end formal verification of a QKD security proof. Built on MathComp, MathComp-Analysis, and CoqQ, the development provides quantum-information infrastructure designed for reuse across broader QKD variants and quantum cryptography applications.
In general, it is difficult to verify security of cryptographic protocols.Indeed, flaws of designs and security proofs of some protocols were found after they had been presented.In deductive verification using formal methods, protocols and security properties are described in formal languages, and correctness of designs and security proofs are deduced by inference rules.While a number of formal frameworks and verification tools have been developed and applied to classical protocols, few formal methods have been applied to security proofs of quantum protocols.The contributions of this thesis consist of the following three results.First, we developed a software tool to verify bisimilarity of configurations (pairs of processes and quantum states) of qCCS, a quantum process calculus presented by Feng et al.Bisimilar configurations behave indistinguishably from the outside.We designed a formal framework for the verifier, which we call nondeterministic qCCS, on the basis of qCCS by Feng et al.While the transition system of qCCS is both nondeterministic and probabilistic, we presented a nondeterministic and non-probabilistic transition system for configurations, extending the definition of them.This allows the verifier to verify bisimilarity efficiently.Next, we designed the verifier to handle security parameters and quantum states symbolically.A purpose is to apply it to quantum cryptographic protocols, where the dimensions of quantum states depend on security parameters.When the verifier checks bisimulation relation of configurations, it uses user-defined equations on the symbolic representations to check the quantum states that the outsider can access are always equal.Besides, the verifier is sound with respect to qCCS, that is, when it runs with two configurations as input and returns true, a symbol representing success of the verification, the configurations are in bisimulation relation in the qCCS's definition.Second, we defined a notion of approximate bisimulation relation on configurations of nondeterministic qCCS, and extended the verifier to check the approximate bisimilarity.Approximately bisimilar configurations reveal quantum states with close trace distance to the outsider after transitions.This property is useful in security proofs of quantum key distribution protocols.We then proved the approximate bisimulation relation is closed under application of evaluation contexts of processes.Third, we formally verified Shor and Preskill's security proof of BB84 quantum key distribution protocol.They first considered another protocol (the EDP-based protocol) and proved the security of BB84 and the EDP-based protocol is equivalent.They next proved the latter is secure.For the first step of their proof, we formalized the two protocols as configurations and formally verified that they are bisimilar.For the second step, we defined a completely secure protocol (EDPideal) and formally verified that the configurations of it and the EDP-based protocol are approximately bisimilar.This is the first work where a security proof of a quantum cryptographic protocol is mechanically verified using a software tool.
We present an approach to the unconditional security of quantum key distribution protocols based on the uncertainty principle. The approach applies to every case that has been treated via the argument by Shor and Preskill, and relieve them from the constraints of finding quantum error correcting codes. It can also treat the cases with uncharacterized apparatuses. We derive a secure key rate for the Bennett-Brassard-1984 protocol with an arbitrary source characterized only by a single parameter representing the basis dependence.
A numerical illustration of a universally valid Heisenberg uncertainty relation, which was proposed recently, is presented by using the experimental data on spin-measurements by J. Erhart et al. [Nat. Phys. 8, 185 (2012)]. This uncertainty relation is closely related to a modified form of the Arthurs–Kelly uncertainty relation, which is also tested by the spin-measurements. The universally valid Heisenberg uncertainty relation always holds, but both the modified Arthurs–Kelly uncertainty relation and the Heisenberg error–disturbance relation proposed by Ozawa, which was analyzed in the original experiment, fail in the present context of spin-measurements, and the cause of their failure is identified with the assumptions of unbiased measurement and disturbance. It is also shown that all the universally valid uncertainty relations are derived from Robertson's relation and thus the essence of the uncertainty relation is exhausted by Robertson's relation, as is widely accepted.