Finite-key security analysis of decoy-state QKD with source and detector imperfections
Pith reviewed 2026-06-30 06:36 UTC · model grok-4.3
The pith
A finite-key security proof for decoy-state QKD now incorporates state-preparation flaws, side-channel leakage, intensity fluctuations and detection-efficiency mismatches in one analytical bound.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
We obtain a tight finite-key length formula for decoy-state QKD that simultaneously accounts for state-preparation flaws, bit and basis side-channel leakage and correlations, setting-independent intensity fluctuations, and detection-efficiency mismatches.
What carries the argument
The extended finite-key security bound constructed by merging recent advances on imperfect sources and detectors into a single analytical expression.
If this is right
- Key rates can be evaluated without assuming signals are independent and identically distributed.
- The same proof framework applies to both transmitter and receiver imperfections at once.
- Experimenters obtain explicit dependence of the key length on each measured flaw parameter.
- High-speed implementations can use the bound without additional assumptions that are difficult to justify.
Where Pith is reading between the lines
- The modular structure of the proof may allow similar combinations for other QKD variants such as measurement-device-independent schemes.
- One could test the bound by feeding it real calibration data from a deployed QKD link and checking whether the predicted key rate matches observed performance.
- If additional unmodeled imperfections appear in practice, the current formula would need an extra term rather than a complete rewrite.
- The approach suggests that future security analyses can be assembled from reusable sub-proofs for individual device flaws.
Load-bearing premise
The listed imperfections are treated as the complete set of relevant deviations from ideal behavior.
What would settle it
An experiment that measures the listed imperfections, computes the bound, and then extracts a longer key than the formula permits would falsify the claim.
Figures
read the original abstract
Decoy-state quantum key distribution (QKD) is the most widely adopted approach for overcoming the limitations of imperfect single-photon sources. However, existing security proofs typically either neglect important device imperfections or rely on assumptions that are difficult to justify in realistic high-speed implementations, such as the independent and identically distributed nature of the emitted signals. In this work, we combine and extend several recent theoretical advances to provide a comprehensive analytical finite-key security proof for decoy-state QKD that simultaneously incorporates multiple practically relevant transmitter and receiver imperfections, including state-preparation flaws, bit and basis side-channel leakage and correlations, setting-independent intensity fluctuations, and detection-efficiency mismatches.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper claims to combine and extend recent theoretical advances to deliver an analytical finite-key security proof for decoy-state QKD that simultaneously accounts for state-preparation flaws, bit and basis side-channel leakage and correlations, setting-independent intensity fluctuations, and detection-efficiency mismatches.
Significance. If the derivation is sound and the model is complete, the result would supply a more realistic finite-key bound for practical high-speed QKD systems than proofs that omit these imperfections, directly improving the accuracy of extractable key lengths under realistic device conditions.
major comments (1)
- Abstract (and implied model definition): the central claim requires that the enumerated imperfections constitute a closed, sufficient set; no bounding argument or completeness proof is supplied showing why other realistic deviations (e.g., residual phase correlations across pulses or detection timing jitter) are either negligible or absorbed into the listed terms. This assumption is load-bearing for the validity of the extracted key-length formula, exactly as the weakest-assumption note indicates.
Simulated Author's Rebuttal
We thank the referee for the careful review and the positive assessment of the work's potential significance. We address the single major comment below.
read point-by-point responses
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Referee: Abstract (and implied model definition): the central claim requires that the enumerated imperfections constitute a closed, sufficient set; no bounding argument or completeness proof is supplied showing why other realistic deviations (e.g., residual phase correlations across pulses or detection timing jitter) are either negligible or absorbed into the listed terms. This assumption is load-bearing for the validity of the extracted key-length formula, exactly as the weakest-assumption note indicates.
Authors: We agree that the manuscript does not supply a formal completeness proof or explicit bounding argument establishing that the listed imperfections form a closed set. The analysis extends recent finite-key techniques to simultaneously treat the four classes of imperfections that are most frequently cited as dominant in high-speed implementations. Effects such as residual phase correlations are typically mitigated by hardware stabilization and can be partially absorbed into the side-channel leakage parameters already included; timing jitter is usually small enough to be bounded within the detection-efficiency mismatch model under standard assumptions. Nevertheless, an explicit discussion of scope and limitations would strengthen the presentation. In the revised version we will add a dedicated paragraph (or short subsection) in the model section that states the imperfections under which the key-length formula is derived, notes that additional deviations are assumed either negligible or mitigable by other means, and references the relevant experimental literature. revision: yes
Circularity Check
No circularity; derivation claims external advances without self-referential reduction in visible text
full rationale
The provided abstract states that the work 'combine[s] and extend[s] several recent theoretical advances' to produce a finite-key security proof incorporating listed imperfections, but supplies no equations, fitted parameters, or self-citations that would allow any prediction or bound to reduce by construction to its own inputs. No self-definitional steps, fitted-input predictions, load-bearing self-citations, or ansatz smuggling are exhibited. The central claim therefore remains a composite of external results whose independence cannot be contradicted from the given text; this matches the default expectation that most papers are non-circular when no explicit reduction is quotable.
Axiom & Free-Parameter Ledger
Reference graph
Works this paper leans on
-
[1]
Protocol description and security framework We start by reviewing the different steps of the actual protocol a nd its equivalent source-replaced description. For generality, the following description is given for generic prepare-an d-measure protocols rather than for the specific BB84 implementation of the main text, so that the results also apply f or inst...
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[2]
For the BB84 protocol, this state corresponds to Eq
State preparation: For each round k ∈ { 1,...,N }, Alice randomly selects a certain encoding setting jk with probability pjk and an intensity setting µ k with probability pµ k , and then prepares a quantum state ρµ k,j k|jk− 1 1 . For the BB84 protocol, this state corresponds to Eq. ( 1) in the main text. She sends this state to Bob through the quantum channel
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[3]
Eve’s action: Eve applies an arbitrary quantum operation on all the transmitted s tates and re-sends some output systems BN 1 to Bob, while keeping some ancillary system E
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[4]
Bob records his measurement outcomes
Bob’s measurements: For each roundk, Bob choosesξk ∈ { key, test} with probabilitypξk and performs the corresponding POVM; ⃗Γ key ifξk = key, or ⃗Γ test ifξk = test. Bob records his measurement outcomes
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[5]
For the detected rounds, Alice announces the intensity se tting µ k
Sifting: Bob announces which rounds resulted in a detection, along with his ch oice ofξk for each detected round. For the detected rounds, Alice announces the intensity se tting µ k. Also, for the detected rounds with ξk = test, and for the detected rounds with ξk = key and jk /∈ { 0, 1}, Alice announces jk. For the detected rounds with ξk = key and jk ∈ ...
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[6]
They announce which rounds belong to this subset
Bit-error-rate estimation: Alice and Bob choose a random subset, denoted by Dkey, of the detected rounds in which ˜Bk =ξk = key, which will be used to generate the sifted key [ 72]. They announce which rounds belong to this subset. For the remaining rounds with ˜Bk = ξk = key, Alice and Bob announce their bit values to estimate the bit-error rate
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[7]
Sifted key formation: For each round k ∈ D key , Alice’s sifted key bit is jk and Bob’s sifted key bit is his measurement outcome, which we denote by bk
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[8]
V ariable-length decision: Let ⃗ ndenote all the data announced by Alice and Bob in the previous steps. Using this data, Alice and Bob compute the number of bits λ EC to be revealed for one-way error correction and the length of the final key ℓ, which includes the estimation of all relevant parameters required to determine ℓ. Aborting corresponds to ℓ = 0. 11
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[9]
Error correction and verification: They perform one-way error correction revealing λ EC bits, and verify correctness using a randomly chosen hash function from a t wo-universal family with output length log2(2/ε corr), with one party announcing the hash value for comparison
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[10]
The security of the above protocol is analyzed using the source-r eplacement technique
Privacy amplification: Given that error verification succeeds, they apply a randomly selec ted two- universal hash function to the sifted key to obtain a final key of len gth ℓ. The security of the above protocol is analyzed using the source-r eplacement technique. In this picture, Alice’s prepare-and-measure procedure is equivalent to one in which she fi rst...
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[11]
( A1) and sends the photonic systems T N 1 through the quantum channel to Bob, while retaining the registers AN 1 ,I N 1 and M N 1
State preparation: Alice prepares the global entangled state |Ψ N ⟩AN 1 I N 1 M N 1 T N 1 given by Eq. ( A1) and sends the photonic systems T N 1 through the quantum channel to Bob, while retaining the registers AN 1 ,I N 1 and M N 1
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[12]
Eve’s action: Eve applies an arbitrary quantum operation on all the transmitted s tatesT N 1 , and sends the output systems BN 1 to Bob, possibly retaining an ancillary system E
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[13]
If ξk = key, he applies the filter operation {F, I − F } to determine whether a detection occurs
Detection and test: For each round, Bob selects ξk ∈ { key, test} with probability pξk . If ξk = key, he applies the filter operation {F, I − F } to determine whether a detection occurs. If ξk = test, he performs the measurement ⃗Γ test (a POVM with an arbitrary number of outcomes prescribed by the actual protocol). Bob announces which rounds result in a d...
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[14]
She measures her sys temIk in the basis |µ k⟩Ik and announces her results
Key/test determining, setting announcement and photon num ber measurement: For the detected rounds, Alice proceeds as follows. She measures her sys temIk in the basis |µ k⟩Ik and announces her results. Also, if ξk = test, Alice measures her system Ak in the { |jk⟩Ak } jk∈J basis and announces her outcome jk. If ξk = key, she performs a projection onto the...
-
[15]
Bit-error-rate estimation: Alice and Bob choose a random subset Dkey from the set of detected rounds in which ˜Bk = ξk = key, which will be used to generate the sifted key, and announce t his information. For the remaining rounds in which ˜Bk =ξk = key, Alice measures Ak in {|0⟩Ak, |1⟩Ak } and Bob measures his filtered system using {G0,G 1}, a two-outcome ...
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[16]
The sifted key is defined by their respective bit outcomes in these rounds
Sifted-key measurements: For each round k ∈ D key , Alice measures Ak in {|0⟩Ak, |1⟩Ak } and Bob measures his filtered system using {G0,G 1}. The sifted key is defined by their respective bit outcomes in these rounds. 7–9. Same as in the Actual protocol. 12 Finally, before stating the main result, we also define the Phase-err or estimation protocol, which is...
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[17]
We denote the single-photon phase-error rate eph, 1 as the fraction of events in which their outcomes differ among the rounds in which mk = 1
Single-photon phase-error measurement: For each round k ∈ D key , Alice measures Ak in {|+⟩Ak, |−⟩Ak }, where |±⟩Ak = ( |0⟩Ak ± |1⟩Ak )/ √ 2, and Bob measures his filtered system using {G+,G − }. We denote the single-photon phase-error rate eph, 1 as the fraction of events in which their outcomes differ among the rounds in which mk = 1. With this latter pro...
-
[18]
For that, we partition the protocol rounds into ( lc + 1) groups, where rounds within each group are separated by at least lc positions and thus uncorrelated
Technical results Having established that suitable bounds on the number of single-pho ton key rounds and the single-photon phase- error rate suffice to guarantee security, we now show how to boun d the latter in the presence of bit and basis correlations of range lc. For that, we partition the protocol rounds into ( lc + 1) groups, where rounds within each ...
-
[19]
(a) Bit measurements for rounds in P ¯w : For each round k ∈ D key ∩ P ¯w, Alice measures Ak in {|0⟩Ak, |1⟩Ak } and Bob measures his filtered system using {G0,G 1}
Measurements in sifted-key rounds: Define the set of rounds Pw = {k :k ≡ w (modlc + 1)} and its complementP ¯w = {k :k ̸≡ w (modlc + 1)}. (a) Bit measurements for rounds in P ¯w : For each round k ∈ D key ∩ P ¯w, Alice measures Ak in {|0⟩Ak, |1⟩Ak } and Bob measures his filtered system using {G0,G 1}. (b) Phase-error measurements for rounds in Pw : For each...
-
[20]
Then: (a) Phase-error measurements for rounds in Pw : For each round k ∈ D key ∩ Pw, Alice measures Ak 16 in {|+⟩Ak, |−⟩Ak } and Bob measures the filtered system using {G+,G − }
Measurements in sifted-key rounds: Partition the rounds k ∈ { 1,...,N } into the sets Pw = {k : k ≡ w (modlc + 1)}. Then: (a) Phase-error measurements for rounds in Pw : For each round k ∈ D key ∩ Pw, Alice measures Ak 16 in {|+⟩Ak, |−⟩Ak } and Bob measures the filtered system using {G+,G − }. We denote the single-photon phase-error rate of the w-th partit...
-
[21]
(D17) Applying the triangle inequality to Eqs
guarantees that the actual emitted states with fixed past sett ings are close to the ideal reference state, which in trace distance reads T ( |φ 1 jk ⟩, |ψ 1 ˆjk− 1 k− lc ,j k ⟩ ) ≤ √ ǫside. (D17) Applying the triangle inequality to Eqs. ( D16)–(D17) and converting back to fidelity we obtain ǫideal ≤ ( √ ǫside + lc∑ l=1 √ ǫSP l )2 . (D18) Next, we define the...
-
[22]
(D20) The future-pulse subsystem involves lc such steps
guarantees that, for each pulse separation l we have that, ⏐ ⏐ ⏐⟨Ψ jk− l− 1 k− lc+1,γ,j k k− l+1 |Ψ jk k− lc+1 ⟩ ⏐ ⏐ ⏐ 2 ≥ 1 − ǫWCP l . (D20) The future-pulse subsystem involves lc such steps. Their combined effect satisfies ǫcorrelations ≤ 1 − lc∏ l=1 (1 − ǫWCP l ) ≤ lc∑ l=1 ǫWCP l , (D21) where in the last inequality we have applied the Weierstrass produc...
-
[23]
Secure quan- tum key distribution,
H.-K. Lo, M. Curty, and K. Tamaki, “Secure quan- tum key distribution,” Nature Photonics , vol. 8, no. 8, pp. 595–604, 2014
2014
-
[24]
Advances in quan- tum cryptography,
S. Pirandola, U. L. Andersen, L. Banchi, M. Berta, D. Bunandar, R. Colbeck, D. Englund, T. Gehring, C. Lupo, C. Ottaviani, et al. , “Advances in quan- tum cryptography,” Advances in Optics and Photonics , vol. 12, no. 4, p. 1012, 2020
2020
-
[25]
Se- cure quantum key distribution with realistic devices,
F. Xu, X. Ma, Q. Zhang, H.-K. Lo, and J.-W. Pan, “Se- cure quantum key distribution with realistic devices,” Re- views of Modern Physics , vol. 92, p. 025002, 2020
2020
-
[26]
A single quantum cannot be cloned,
W. K. Wootters and W. H. Zurek, “A single quantum cannot be cloned,” Nature, vol. 299, pp. 802–803, 1982
1982
-
[27]
Implemen- tation security in quantum key distribution,
V. Zapatero, ´A. Navarrete, and M. Curty, “Implemen- tation security in quantum key distribution,” Advanced Quantum Technologies, vol. 7, p. 2300380, 2024
2024
-
[28]
A study on implementa- tion attacks against qkd systems
BSI, “A study on implementa- tion attacks against qkd systems.” https://www.bsi.bund.de/EN/Service-Navi/Publikationen/Studien/QKD-Systems/Implementation_Attacks_QKD_Systems_node.htm Accessed: 2026-05-05
2026
-
[29]
Quantum key distribution with correlated sources,
M. Pereira, G. Kato, A. Mizutani, M. Curty, and K. Tamaki, “Quantum key distribution with correlated sources,” Science Advances, vol. 6, p. eaaz4487, 2020
2020
-
[30]
Security framework for quantum key distri- bution with imperfect sources,
G. Curr´ as-Lorenzo, M. Pereira, G. Kato, M. Curty, and K. Tamaki, “Security framework for quantum key distri- bution with imperfect sources,” Optica Quantum , vol. 3, no. 6, pp. 525–534, 2025
2025
-
[31]
Quantum cryptography with coherent states,
B. Huttner, N. Imoto, N. Gisin, and T. Mor, “Quantum cryptography with coherent states,” Physical Review A , vol. 51, pp. 1863–1869, 1995
1995
-
[32]
Limitations on practical quantum cryptography,
G. Brassard, N. L¨ utkenhaus, T. Mor, and B. C. Sanders, “Limitations on practical quantum cryptography,” Phys- ical Review Letters , vol. 85, pp. 1330–1333, 2000
2000
-
[33]
Quantum key distribution with high loss: Toward global secure communication,
W.-Y. Hwang, “Quantum key distribution with high loss: Toward global secure communication,” Physical Review Letters, vol. 91, p. 057901, 2003
2003
-
[34]
Decoy state quan- tum key distribution,
H.-K. Lo, X. Ma, and K. Chen, “Decoy state quan- tum key distribution,” Physical Review Letters , vol. 94, p. 230504, 2005
2005
-
[35]
Beating the photon-number-splitting at- tack in practical quantum cryptography,
X.-B. Wang, “Beating the photon-number-splitting at- tack in practical quantum cryptography,” Physical Re- view Letters, vol. 94, p. 230503, 2005
2005
-
[36]
Concise security bounds for practical decoy- state quantum key distribution,
C. C. W. Lim, M. Curty, N. Walenta, F. Xu, and H. Zbinden, “Concise security bounds for practical decoy- state quantum key distribution,” Physical Review A , vol. 89, p. 022307, 2014
2014
-
[37]
Measurement-device- independent quantum key distribution,
H.-K. Lo, M. Curty, and B. Qi, “Measurement-device- independent quantum key distribution,” Physical Review Letters, vol. 108, no. 13, p. 130503, 2012
2012
-
[38]
Overcoming the rate–distance limit of quan- tum key distribution without quantum repeaters,
M. Lucamarini, Z. L. Yuan, J. F. Dynes, and A. J. Shields, “Overcoming the rate–distance limit of quan- tum key distribution without quantum repeaters,” Na- ture, vol. 557, no. 7705, pp. 400–403, 2018
2018
-
[39]
Ex- perimental quantum key distribution with decoy states,
Y. Zhao, B. Qi, X. Ma, H.-K. Lo, and L. Qian, “Ex- perimental quantum key distribution with decoy states,” Physical Review Letters , vol. 96, p. 70502, 2006
2006
-
[40]
Experimental demon- stration of free-space decoy-state quantum key distri- bution over 144 km,
T. Schmitt-Manderbach, H. Weier, M. F¨ urst, R. Ursin, F. Tiefenbacher, T. Scheidl, J. Perdigues, Z. Sodnik, C. Kurtsiefer, J. G. Rarity, et al. , “Experimental demon- stration of free-space decoy-state quantum key distri- bution over 144 km,” Physical Review Letters , vol. 98, p. 10504, 2007
2007
-
[41]
Long-distance quantum key distri- bution secure against coherent attacks,
B. Fr¨ ohlich, M. Lucamarini, J. F. Dynes, L. C. Coman- dar, W. W.-S. Tam, A. Plews, A. W. Sharpe, Z. Yuan, and A. J. Shields, “Long-distance quantum key distri- bution secure against coherent attacks,” Optica, vol. 4, pp. 163–167, 2017
2017
-
[42]
10-Mb/s quantum key dis- tribution,
Z. Yuan, A. Murakami, M. Kujiraoka, M. Lucamarini, Y. Tanizawa, H. Sato, A. J. Shields, A. Plews, R. Taka- hashi, K. Doi, et al. , “10-Mb/s quantum key dis- tribution,” Journal of Lightwave Technology , vol. 36, pp. 3427–3433, 2018
2018
-
[43]
Secure quantum key distribution over 421 km of optical fiber,
A. Boaron, G. Boso, D. Rusca, C. Vulliez, C. Autebert, M. Caloz, M. Perrenoud, G. Gras, F. Bussi` eres, M.-J. Li, D. Nolan, A. Martin, and H. Zbinden, “Secure quantum key distribution over 421 km of optical fiber,” Physical Review Letters, vol. 121, p. 190502, 2018
2018
-
[44]
Fast single-photon detectors and real-time key distillation enable high secret-key-rate quantum key distribution systems,
F. Gr¨ unenfelder, A. Boaron, G. V. Resta, M. Perrenoud, D. Rusca, C. Barreiro, R. Houlmann, R. Sax, L. Stasi, S. El-Khoury, E. H¨ anggi, N. Bosshard, F. Bussi` eres, and H. Zbinden, “Fast single-photon detectors and real-time key distillation enable high secret-key-rate quantum key distribution systems,” Nature Photonics , vol. 17, no. 5, p. 422–426, 2023
2023
-
[45]
High-rate quantum key distribution exceeding 110 Mb s–1 ,
W. Li, L. Zhang, H. Tan, Y. Lu, S.-K. Liao, J. Huang, H. Li, Z. Wang, H.-K. Mao, B. Yan, Q. Li, Y. Liu, Q. Zhang, C.-Z. Peng, L. You, F. Xu, and J.-W. Pan, “High-rate quantum key distribution exceeding 110 Mb s–1 ,” Nature Photonics , vol. 17, no. 5, p. 416–421, 2023
2023
-
[46]
Satellite- to-ground quantum key distribution,
S.-K. Liao, W.-Q. Cai, W.-Y. Liu, L. Zhang, Y. Li, J.-G. Ren, J. Yin, Q. Shen, Y. Cao, Z.-P. Li, et al. , “Satellite- to-ground quantum key distribution,” Nature, vol. 549, no. 7670, pp. 43–47, 2017
2017
-
[47]
Microsatellite-based real-time quantum key distribution,
Y. Li, W.-Q. Cai, J.-G. Ren, C.-Z. Wang, M. Yang, L. Zhang, H.-Y. Wu, L. Chang, J.-C. Wu, B. Jin, H.- J. Xue, X.-J. Li, H. Liu, G.-W. Yu, X.-Y. Tao, T. Chen, C.-F. Liu, W.-B. Luo, J. Zhou, H.-L. Yong, Y.-H. Li, F.-Z. Li, C. Jiang, H.-Z. Chen, C. Wu, X.-H. Tong, S.- J. Xie, F. Zhou, W.-Y. Liu, Y. Ismail, F. Petruccione, N.-L. Liu, L. Li, F. Xu, Y. Cao, J. ...
2025
-
[48]
Large-scale quantum communication net- works with integrated photonics,
Y. Zheng, H. Wang, X. Jia, J. Huang, H. Yuan, C. Zhai, J. Dai, J. Shi, L. Zhang, X. Zhang, M. Zhuang, J. Liu, J. Mao, T. Dai, Z. Fu, Y. Jiao, Y. Shi, D. Dai, X. Wang, and J. Wang, “Large-scale quantum communication net- works with integrated photonics,” Nature, vol. 651, no. 8104, pp. 1–8, 2026
2026
-
[49]
Toshiba Europe Limited
“Toshiba Europe Limited.” https://www.global.toshiba/ww/products-solutions/security-ict
-
[50]
Thinkquantum S.R.L
“Thinkquantum S.R.L.” https://www.thinkquantum.com
-
[51]
Id quantique SA
“Id quantique SA.” https://www.idquantique.com/
-
[52]
Quantum Telecommunications Italy S.R.L
“Quantum Telecommunications Italy S.R.L.” https://www.qticompany.com
-
[53]
Quantumctek Co., Ltd
“Quantumctek Co., Ltd.” http://www.quantum-info.com/English/
-
[54]
Loss-tolerant quantum cryptography with imperfect sources,
K. Tamaki, M. Curty, G. Kato, H.-K. Lo, and K. Azuma, “Loss-tolerant quantum cryptography with imperfect sources,” Physical Review A , vol. 90, p. 052314, 2014
2014
-
[55]
Finite-key security analysis of quantum key distribution with imperfect light sources,
A. Mizutani, M. Curty, C. C. W. Lim, N. Imoto, and 31 K. Tamaki, “Finite-key security analysis of quantum key distribution with imperfect light sources,” New Journal of Physics , vol. 17, no. 9, p. 093011, 2015
2015
-
[56]
Quantum key dis- tribution with flawed and leaky sources,
M. Pereira, M. Curty, and K. Tamaki, “Quantum key dis- tribution with flawed and leaky sources,” npj Quantum Information, vol. 5, p. 62, 2019
2019
-
[57]
Loss-tolerant quantum key distribution with detection efficiency mismatch,
A. Marcomini, A. Mizutani, F. Gr¨ unenfelder, M. Curty, and K. Tamaki, “Loss-tolerant quantum key distribution with detection efficiency mismatch,” Quantum Science and Technology, vol. 10, no. 3, p. 035002, 2025
2025
-
[58]
Improved finite-key secu- rity analysis of quantum key distribution against Trojan- horse attacks,
´A. Navarrete and M. Curty, “Improved finite-key secu- rity analysis of quantum key distribution against Trojan- horse attacks,” Quantum Science and Technology , vol. 7, no. 3, p. 035021, 2022
2022
-
[59]
Decoy-state quantum key distribution with a leaky source,
K. Tamaki, M. Curty, and M. Lucamarini, “Decoy-state quantum key distribution with a leaky source,” New Journal of Physics , vol. 18, no. 6, p. 065008, 2016
2016
-
[60]
Practical security bounds against the Trojan-horse attack in quantum key distri- bution,
M. Lucamarini, I. Choi, M. B. Ward, J. F. Dynes, Z. L. Yuan, and A. J. Shields, “Practical security bounds against the Trojan-horse attack in quantum key distri- bution,” Physical Review X , vol. 5, p. 031030, 2015
2015
-
[61]
Versatile security analysis of measurement-device-independent quantum key distribu- tion,
I. W. Primaatmaja, E. Lavie, K. T. Goh, C. Wang, and C. C. W. Lim, “Versatile security analysis of measurement-device-independent quantum key distribu- tion,” Physical Review A , vol. 99, p. 062332, 2019
2019
-
[62]
Quantum key distribution with imperfectly isolated devices,
X. Sixto, ´A. Navarrete, M. Pereira, G. Curr´ as-Lorenzo, K. Tamaki, and M. Curty, “Quantum key distribution with imperfectly isolated devices,” Quantum Science and Technology, vol. 10, no. 3, p. 035034, 2025
2025
-
[63]
Phase error rate estimation in QKD with imperfect de- tectors,
D. Tupkary, S. Nahar, P. Sinha, and N. L¨ utkenhaus, “Phase error rate estimation in QKD with imperfect de- tectors,” Quantum, vol. 9, p. 1937, 2025
1937
-
[64]
Security of quantum key distribution with source and detector imperfections through phase-error estima- tion,
G. Curr´ as-Lorenzo, M. Pereira, S. Nahar, and D. Tup- kary, “Security of quantum key distribution with source and detector imperfections through phase-error estima- tion,” npj Quantum Information , 2026
2026
-
[65]
Performance and security of 5 GHz repeti- tion rate polarization-based quantum key distribution,
F. Gr¨ unenfelder, A. Boaron, D. Rusca, A. Martin, and H. Zbinden, “Performance and security of 5 GHz repeti- tion rate polarization-based quantum key distribution,” Applied Physics Letters, vol. 117, no. 14, p. 144003, 2020
2020
-
[66]
Intensity correlations in decoy-state BB84 quantum key distribution systems,
D. Trefilov, X. Sixto, V. Zapatero, A. Huang, M. Curty, and V. Makarov, “Intensity correlations in decoy-state BB84 quantum key distribution systems,” Optica Quan- tum, vol. 3, no. 5, pp. 417–431, 2025
2025
-
[67]
Characterising higher-order phase correlations in gain-switched laser sources with ap- plication to quantum key distribution,
A. Marcomini, G. Curr´ as-Lorenzo, D. Rusca, A. Valle, K. Tamaki, and M. Curty, “Characterising higher-order phase correlations in gain-switched laser sources with ap- plication to quantum key distribution,” EPJ Quantum Technology, vol. 12, no. 1, p. 38, 2025
2025
-
[68]
Mod- eling and characterization of arbitrary order pulse correlations for quantum key distribution,
A. Agulleiro, F. Gr¨ unenfelder, M. Pereira, G. Curr´ as- Lorenzo, H. Zbinden, M. Curty, and D. Rusca, “Mod- eling and characterization of arbitrary order pulse correlations for quantum key distribution,” preprint arXiv:2506.18684, 2025
-
[69]
Security of quantum key distribution with intensity cor- relations,
V. Zapatero, ´A. Navarrete, K. Tamaki, and M. Curty, “Security of quantum key distribution with intensity cor- relations,” Quantum, vol. 5, p. 602, 2021
2021
-
[70]
Security of decoy-state quantum key distribution with correlated in- tensity fluctuations,
X. Sixto, V. Zapatero, and M. Curty, “Security of decoy-state quantum key distribution with correlated in- tensity fluctuations,” Physical Review Applied , vol. 18, p. 044069, 2022
2022
-
[71]
Security of quantum key distribution with imperfect phase randomisation,
G. Curr´ as-Lorenzo, S. Nahar, N. L¨ utkenhaus, K. Tamaki, and M. Curty, “Security of quantum key distribution with imperfect phase randomisation,” Quantum Science and Technology, vol. 9, no. 1, p. 015025, 2023
2023
-
[72]
Rigorous phase-error-estimation security framework for QKD with correlated sources,
G. Curr´ as-Lorenzo, M. Pereira, K. Tamaki, and M. Curty, “Rigorous phase-error-estimation security framework for QKD with correlated sources,” preprint arXiv:2601.08417, 2026
-
[73]
Quantum key distribution with unbounded pulse correlations,
M. Pereira, G. Curr´ as-Lorenzo, A. Mizutani, D. Rusca, M. Curty, and K. Tamaki, “Quantum key distribution with unbounded pulse correlations,” Quantum Science and Technology, vol. 10, no. 1, p. 015001, 2024
2024
-
[74]
Uncertainty relation for smooth entropies,
M. Tomamichel and R. Renner, “Uncertainty relation for smooth entropies,” Physical Review Letters , vol. 106, p. 110506, 2011
2011
-
[75]
Tight finite-key analysis for quantum cryptogra- phy,
M. Tomamichel, C. C. W. Lim, N. Gisin, and R. Ren- ner, “Tight finite-key analysis for quantum cryptogra- phy,” Nature Communications, vol. 3, no. 1, p. 634, 2012
2012
-
[76]
A largely self- contained and complete security proof for quantum key distribution,
M. Tomamichel and A. Leverrier, “A largely self- contained and complete security proof for quantum key distribution,” Quantum, vol. 1, p. 14, 2017
2017
-
[77]
Leftover hashing from quantum error correction: Unifying the two approaches to the security proof of quantum key distribution,
T. Tsurumaru, “Leftover hashing from quantum error correction: Unifying the two approaches to the security proof of quantum key distribution,” IEEE Transactions on Information Theory , vol. 66, no. 6, pp. 3465–3484, 2020
2020
-
[78]
From now on, lower scripts in number of counts like in N det,Z Z, 1 denote Alice selection and the super script denotes Bob’s selection, while underlines represent lower bounds and overlines denote upper bounds
-
[79]
Finite-key feasibility of geostationary quantum key distribution
V. Mannalath, V. Zapatero, and M. Curty, “Finite-key feasibility of geostationary quantum key distribution,” preprint arXiv:2605.29706 , 2026
work page internal anchor Pith review Pith/arXiv arXiv 2026
-
[80]
Op- timizing the decoy-state BB84 QKD protocol parame- ters,
T. Attema, J. W. Bosman, and N. M. P. Neumann, “Op- timizing the decoy-state BB84 QKD protocol parame- ters,” Quantum Information Processing , vol. 20, no. 4, p. 154, 2021
2021
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