google-deepmind / google-deepmind/formal-conjectures
Formalize Open Quantum Problem #24: Secret key from all entangled states
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Description
### What is the conjecture
This is problem [#24](https://oqp.iqoqi.oeaw.ac.at/secret-key-from-all-entangled-states) in [Reinhard F. Werner’s collection](https://arxiv.org/abs/quant-ph/0504166), later [collected by a community of quantum researchers](https://oqp.iqoqi.oeaw.ac.at/open-quantum-problems).
> **Problem (Open Quantum Problem #24: “Secret key from all entangled states”).**
> Can all bipartite entangled states be used to generate secret keys?
A standard formalization is via the **distillable secret key** `K_D(ρ_AB)` of a finite-dimensional bipartite state `ρ_AB`:
* `ρ_AB` is **entangled** iff it is not separable, i.e. it cannot be written as
`ρ_AB = ∑_i p_i (α_i ⊗ β_i)`,
where `p_i ≥ 0`, `∑_i p_i = 1`, and `α_i, β_i` are local density operators.
* Let `ψ_ABE` be a purification of `ρ_AB`; the purifying system `E` is held by an eavesdropper Eve.
* For `n` copies, Alice and Bob may apply an `n`-copy **LOPC** protocol
`Λ_n ∈ LOPC(A^n:B^n|E^n → K_n:K'_n|E'_n)`,
built from local quantum operations and public classical communication.
* A rate `R ≥ 0` is **achievable** if there exists a sequence of such protocols with
`|K_n| = |K'_n| = 2^{⌊Rn⌋}` and
`Λ_n(ψ_ABE^{⊗ n}) ≈ (2^{-⌊Rn⌋} ∑_{x=0}^{2^{⌊Rn⌋}-1} |x⟩⟨x|_{K_n} ⊗ |x⟩⟨x|_{K'_n}) ⊗ σ_{E'_n}`
in trace distance as `n → ∞`.
In words: Alice and Bob end with `⌊Rn⌋` almost-perfect shared secret bits that are asymptotically independent of Eve.
* The supremum of achievable rates is the **distillable key** `K_D(ρ_AB)`.
The problem can then be phrased as:
* **Main question / open equivalence problem:** is `K_D(ρ_AB) > 0` for **every** entangled bipartite state `ρ_AB`?
Equivalently, is positivity of distillable key exactly equivalent to entanglement?
Related structure and natural sub-problems:
* Since any distilled EPR pair can be measured to produce a perfect secret bit, positive **distillable entanglement** `E_D(ρ_AB)` implies positive distillable key `K_D(ρ_AB)`.
* It is already known that one does **not** need singlet distillability first: some **bound entangled** states (entangled states with `E_D(ρ_AB)=0`) nevertheless satisfy `K_D(ρ_AB) > 0`.
* Hence the unresolved part is whether there exist **entangled** states with `K_D(ρ_AB)=0`; equivalently, whether secrecy and entanglement are qualitatively the same bipartite resource in the asymptotic setting.
* A particularly natural sharpened question is whether **every bound entangled state**—especially every **PPT-entangled** state—has positive distillable key.
* In the “private state” (`pbit`/`pdit`) formulation, the problem can equivalently be phrased as whether every entangled state can be asymptotically converted into private states at positive rate.
* A related but weaker result says that every entangled state can be mapped by suitable **single-copy measurements** into a classical probability distribution containing secret correlations. The open problem is whether one can always distill an actual secret key at positive asymptotic rate from the quantum state itself.
### Where to find the details / references
Primary sources:
* [Open Quantum Problems site (Problem #24)](https://oqp.iqoqi.oeaw.ac.at/secret-key-from-all-entangled-states)
* [Open Quantum Problems master list (for numbering/metadata)](https://oqp.iqoqi.oeaw.ac.at/open-quantum-problems)
* O. Krüger & R. F. Werner, “Some Open Problems in Quantum Information Theory” (Problem 24):
[https://arxiv.org/abs/quant-ph/0504166](https://arxiv.org/abs/quant-ph/0504166)
[https://arxiv.org/pdf/quant-ph/0504166](https://arxiv.org/pdf/quant-ph/0504166)
Key related references (as listed on the OQP page):
* K. Horodecki, M. Horodecki, P. Horodecki, and J. Oppenheim, “Secure key from bound entanglement” (Phys. Rev. Lett. 94, 160502 (2005); arXiv: quant-ph/0309110)
(shows that some bound entangled states already have positive distillable key)
* I. Devetak and A. Winter, “Distillation of secret key and entanglement from quantum states” (Proc. R. Soc. Lond. A 461, 207–235 (2005); arXiv: quant-ph/0306078)
(gives the fundamental one-way key-distillation / entanglement-distillation framework)
* K. Horodecki, L. Pankowski, M. Horodecki, and P. Horodecki, “Low-dimensional bound entanglement with one-way distillable cryptographic key” (IEEE Trans. Inf. Theory 54, 2621 (2008); arXiv: quant-ph/0506203)
(provides `4×4` bound entangled states with positive key rate, using the Devetak–Winter protocol)
* K. Horodecki, D. Leung, H.-K. Lo, and J. Oppenheim, “Quantum key distribution based on arbitrarily weak distillable entangled states” (Phys. Rev. Lett. 96, 070501 (2006); arXiv: quant-ph/0510067)
(shows secure QKD is possible even when distillable entanglement is arbitrarily small)
Useful additional references for formalization:
* K. Horodecki, M. Horodecki, P. Horodecki, and J. Oppenheim, “General paradigm for distilling classical key from quantum states” (IEEE Trans. Inf. Theory 55, 1898 (2009); arXiv: quant-ph/0506189)
(systematic formulation of distillable key and private states / `pbits`)
* P. Horodecki and R. Augusiak, “Quantum states representing perfectly secure bits are always distillable” (Phys. Rev. A 74, 010302(R) (2006); arXiv: quant-ph/0602176)
(perfect private bits themselves are always distillably entangled)
* A. Acín and N. Gisin, “Quantum correlations and secret bits” (Phys. Rev. Lett. 94, 020501 (2005); arXiv: quant-ph/0310054)
(every entangled state yields secret **correlations** after suitable measurements; related but weaker than positive quantum distillable key)
### Prerequisites needed
* Finite-dimensional quantum mechanics: density matrices, tensor products, purification, partial trace
* Entanglement theory basics: separable vs entangled states, LOCC/LOPC, EPR pairs, distillable entanglement, bound entanglement
* Quantum information / cryptography basics: secret-key distillation, public communication, classical registers, asymptotic rates
* Quantum channels and CPTP maps; local operations and protocols on many copies
* (Useful for the private-state formulation) private states / `pbits`, trace distance, asymptotic approximation of target states
* (Optional) PPT criterion and basic structure of PPT-entangled states
### [AMS categories](https://github.com/google-deepmind/formal-conjectures/labels?q=ams-)
* ams-81 (Quantum theory)
* ams-94 (Information and communication theory)
* ams-47 (Operator theory)
* ams-15 (Linear and multilinear algebra; matrix theory)
### Choose either option
* [ ] I plan on adding this conjecture to the repository
* [x] This issue is up for grabs: I would like to see this conjecture added by somebody else
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No repository file, test, or entry point is named. Start by reviewing existing formalized conjectures in formal-conjectures and the cited quantum-information references, then determine how the definitions and main equivalence can be represented in Lean. Done means the conjecture and its supporting definitions are formally added to the repository.
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