Joint-measurability and quantum communication with untrusted devices

Michele Masini1, Marie Ioannou2, Nicolas Brunner2, Stefano Pironio1, and Pavel Sekatski2

1Laboratoire d'Information Quantique, Université libre de Bruxelles (ULB), Belgium
2Department of Applied Physics, University of Geneva, Switzerland

Find this paper interesting or want to discuss? Scite or leave a comment on SciRate.

Abstract

Photon loss represents a major challenge for the implementation of quantum communication protocols with untrusted devices, e.g. in the device-independent (DI) or semi-DI approaches. Determining critical loss thresholds is usually done in case-by-case studies. In the present work, we develop a general framework for characterizing the admissible levels of loss and noise in a wide range of scenarios and protocols with untrusted measurement devices. In particular, we present general bounds that apply to prepare-and-measure protocols for the semi-DI approach, as well as to Bell tests for DI protocols. A key step in our work is to establish a general connection between quantum protocols with untrusted measurement devices and the fundamental notions of channel extendibility and joint-measurability, which capture essential aspects of the communication and measurement of quantum information. In particular, this leads us to introduce the notion of partial joint-measurability, which naturally arises within quantum cryptography.

Photon loss, which occurs during transmission or measurement of quantum states, is a critical problem in long-distance quantum communication. This issue becomes especially tricky in advanced quantum cryptography methods, such as device-independent and semi-device-independent protocols, where the devices are treated as potential black boxes that might not behave as expected.

We develop a general framework to determine how much loss and noise quantum communication setups can tolerate before losing their "quantumness"—essentially, the ability to exhibit quantum behaviors like entanglement or secure randomness. To do this, we make use of the concept of joint-measurability, which captures whether a set of quantum measurements can mimic classical ones. By connecting this concept to the security and performance of quantum protocols, the article lays out mathematical tools to assess when untrusted quantum devices become unreliable due to loss or noise. The work also presents a more flexible idea, partial joint-measurability, which is useful in scenarios where only some measurements are essential for tasks like generating secure cryptographic keys.

This research offers practical insights into how much loss or noise is acceptable in quantum communication setups, helping to design more robust protocols. It also deepens the understanding of quantum measurements, their compatibility, and how these factors influence the security of systems that rely on untrusted devices, with applications in quantum cryptography and beyond.

► BibTeX data

► References

[1] A. Acín, N. Brunner, N. Gisin, S. Massar, S. Pironio, and V. Scarani, Device-independent security of quantum cryptography against collective attacks, Phys. Rev. Lett. 98, 230501 (2007a).
https:/​/​doi.org/​10.1103/​PhysRevLett.98.230501

[2] I. W. Primaatmaja, K. T. Goh, E. Y.-Z. Tan, J. T.-F. Khoo, S. Ghorai, and C. C.-W. Lim, Security of device-independent quantum key distribution protocols: a review, Quantum 7, 932 (2023).
https:/​/​doi.org/​10.22331/​q-2023-03-02-932

[3] M. Pawłowski and N. Brunner, Semi-device-independent security of one-way quantum key distribution, Phys. Rev. A 84, 010302 (2011).
https:/​/​doi.org/​10.1103/​PhysRevA.84.010302

[4] E. Woodhead and S. Pironio, Secrecy in prepare-and-measure clauser-horne-shimony-holt tests with a qubit bound, Phys. Rev. Lett. 115, 150501 (2015).
https:/​/​doi.org/​10.1103/​PhysRevLett.115.150501

[5] J. S. Bell, On the einstein podolsky rosen paradox, Physics Physique Fizika 1, 195 (1964).
https:/​/​doi.org/​10.1103/​PhysicsPhysiqueFizika.1.195

[6] N. Brunner, D. Cavalcanti, S. Pironio, V. Scarani, and S. Wehner, Bell nonlocality, Rev. Mod. Phys. 86, 419 (2014).
https:/​/​doi.org/​10.1103/​RevModPhys.86.419

[7] H. M. Wiseman, S. J. Jones, and A. C. Doherty, Steering, entanglement, nonlocality, and the einstein-podolsky-rosen paradox, Phys. Rev. Lett. 98, 140402 (2007).
https:/​/​doi.org/​10.1103/​PhysRevLett.98.140402

[8] R. Uola, A. C. S. Costa, H. C. Nguyen, and O. Gühne, Quantum steering, Rev. Mod. Phys. 92, 015001 (2020).
https:/​/​doi.org/​10.1103/​RevModPhys.92.015001

[9] L. Lydersen, C. Wiechers, C. Wittmann, D. Elser, J. Skaar, and V. Makarov, Hacking commercial quantum cryptography systems by tailored bright illumination, Nature Photonics 4, 686 (2010).
https:/​/​doi.org/​10.1038/​nphoton.2010.214

[10] I. Gerhardt, Q. Liu, A. Lamas-Linares, J. Skaar, C. Kurtsiefer, and V. Makarov, Full-field implementation of a perfect eavesdropper on a quantum cryptography system, Nature Communications 2, 1 (2011).
https:/​/​doi.org/​10.1038/​ncomms1348

[11] N. Jain, C. Wittmann, L. Lydersen, C. Wiechers, D. Elser, C. Marquardt, V. Makarov, and G. Leuchs, Device calibration impacts security of quantum key distribution, Phys. Rev. Lett. 107, 110501 (2011).
https:/​/​doi.org/​10.1103/​PhysRevLett.107.110501

[12] A. N. Bugge, S. Sauge, A. M. M. Ghazali, J. Skaar, L. Lydersen, and V. Makarov, Laser damage helps the eavesdropper in quantum cryptography, Phys. Rev. Lett. 112, 070503 (2014).
https:/​/​doi.org/​10.1103/​PhysRevLett.112.070503

[13] P. H. Eberhard, Background level and counter efficiencies required for a loophole-free einstein-podolsky-rosen experiment, Phys. Rev. A 47, R747 (1993).
https:/​/​doi.org/​10.1103/​PhysRevA.47.R747

[14] S. Massar and S. Pironio, Violation of local realism vs detection efficiency, Phys. Rev. A 68, 062109 (2003), arXiv:quant-ph/​0210103.
https:/​/​doi.org/​10.1103/​PhysRevA.68.062109
arXiv:quant-ph/0210103

[15] T. Vértesi, S. Pironio, and N. Brunner, Closing the detection loophole in bell experiments using qudits, Phys. Rev. Lett. 104, 060401 (2010).
https:/​/​doi.org/​10.1103/​PhysRevLett.104.060401

[16] C. Branciard, Detection loophole in bell experiments: How postselection modifies the requirements to observe nonlocality, Phys. Rev. A 83, 032123 (2011).
https:/​/​doi.org/​10.1103/​PhysRevA.83.032123

[17] J.-Å. Larsson, Loopholes in bell inequality tests of local realism, J. Phys. A 47, 424003 (2014).
https:/​/​doi.org/​10.1088/​1751-8113/​47/​42/​424003

[18] B. Wittmann, S. Ramelow, F. Steinlechner, N. K. Langford, N. Brunner, H. M. Wiseman, R. Ursin, and A. Zeilinger, Loophole-free einstein–podolsky–rosen experiment via quantum steering, New J. Phys. 14, 053030 (2012).
https:/​/​doi.org/​10.1088/​1367-2630/​14/​5/​053030

[19] A. J. Bennet, D. A. Evans, D. J. Saunders, C. Branciard, E. G. Cavalcanti, H. M. Wiseman, and G. J. Pryde, Arbitrarily loss-tolerant einstein-podolsky-rosen steering allowing a demonstration over 1 km of optical fiber with no detection loophole, Phys. Rev. X 2, 031003 (2012).
https:/​/​doi.org/​10.1103/​PhysRevX.2.031003

[20] V. Srivastav, N. H. Valencia, W. McCutcheon, S. Leedumrongwatthanakun, S. Designolle, R. Uola, N. Brunner, and M. Malik, Quick quantum steering: Overcoming loss and noise with qudits, Phys. Rev. X 12, 041023 (2022).
https:/​/​doi.org/​10.1103/​PhysRevX.12.041023

[21] A. Acín, D. Cavalcanti, E. Passaro, S. Pironio, and P. Skrzypczyk, Necessary detection efficiencies for secure quantum key distribution and bound randomness, Phys. Rev. A 93, 012319 (2016).
https:/​/​doi.org/​10.1103/​PhysRevA.93.012319

[22] M. Ioannou, M. A. Pereira, D. Rusca, F. Grünenfelder, A. Boaron, M. Perrenoud, A. A. Abbott, P. Sekatski, J.-D. Bancal, N. Maring, et al., Receiver-device-independent quantum key distribution, Quantum 6, 718 (2022a).
https:/​/​doi.org/​10.22331/​q-2022-05-24-718

[23] B. Hensen et al., Loophole-free bell inequality violation using electron spins separated by 1.3 kilometres, Nature 526, 682 (2015).
https:/​/​doi.org/​10.1038/​nature15759

[24] L. K. Shalm et al., Strong loophole-free test of local realism, Phys. Rev. Lett. 115, 250402 (2015).
https:/​/​doi.org/​10.1103/​PhysRevLett.115.250402

[25] M. Giustina et al., Significant-loophole-free test of bell's theorem with entangled photons, Phys. Rev. Lett. 115, 250401 (2015).
https:/​/​doi.org/​10.1103/​PhysRevLett.115.250401

[26] S. Pironio, A. Acín, S. Massar, A. B. de la Giroday, D. N. Matsukevich, P. Maunz, S. Olmschenk, D. Hayes, L. Luo, T. A. Manning, and C. Monroe, Random numbers certified by bell's theorem, Nature 464, 1021 (2010).
https:/​/​doi.org/​10.1038/​nature09008

[27] D. P. Nadlinger, P. Drmota, B. C. Nichol, G. Araneda, D. Main, R. Srinivas, D. M. Lucas, C. J. Ballance, K. Ivanov, E. Y.-Z. Tan, P. Sekatski, R. L. Urbanke, R. Renner, N. Sangouard, and J.-D. Bancal, Experimental quantum key distribution certified by bell's theorem, Nature 607, 682 (2022).
https:/​/​doi.org/​10.1038/​s41586-022-04941-5

[28] W. Zhang, T. van Leent, K. Redeker, R. Garthoff, R. Schwonnek, F. Fertig, S. Eppelt, W. Rosenfeld, V. Scarani, C. C.-W. Lim, and H. Weinfurter, A device-independent quantum key distribution system for distant users, Nature 607, 687 (2022).
https:/​/​doi.org/​10.1038/​s41586-022-04891-y

[29] T. Heinosaari, T. Miyadera, and M. Ziman, An invitation to quantum incompatibility, J. Phys. A 49, 123001 (2016).
https:/​/​doi.org/​10.1088/​1751-8113/​49/​12/​123001

[30] P. Busch, P. Lahti, J.-P. Pellonpää, and K. Ylinen, Quantum Measurement (Springer International Publishing, 2016).
https:/​/​doi.org/​10.1007/​978-3-319-43389-9

[31] O. Gühne, E. Haapasalo, T. Kraft, J.-P. Pellonpää, and R. Uola, Colloquium: Incompatible measurements in quantum information science, Rev. Mod. Phys. 95, 011003 (2023a).
https:/​/​doi.org/​10.1103/​RevModPhys.95.011003

[32] R. Gallego, N. Brunner, C. Hadley, and A. Acín, Device-independent tests of classical and quantum dimensions, Phys. Rev. Lett. 105, 230501 (2010).
https:/​/​doi.org/​10.1103/​PhysRevLett.105.230501

[33] Y. Wang, I. W. Primaatmaja, E. Lavie, A. Varvitsiotis, and C. C. W. Lim, Characterising the correlations of prepare-and-measure quantum networks, npj Quantum Information 5, 10.1038/​s41534-019-0133-3 (2019).
https:/​/​doi.org/​10.1038/​s41534-019-0133-3

[34] M. T. Quintino, T. Vértesi, and N. Brunner, Joint measurability, einstein-podolsky-rosen steering, and bell nonlocality, Phys. Rev. Lett. 113, 160402 (2014).
https:/​/​doi.org/​10.1103/​PhysRevLett.113.160402

[35] R. Uola, T. Moroder, and O. Gühne, Joint Measurability of Generalized Measurements Implies Classicality, Phys. Rev. Lett. 113, 160403 (2014), publisher: American Physical Society.
https:/​/​doi.org/​10.1103/​PhysRevLett.113.160403

[36] T. Heinosaari, J. Kiukas, and D. Reitzner, Noise robustness of the incompatibility of quantum measurements, Phys. Rev. A 92, 022115 (2015a).
https:/​/​doi.org/​10.1103/​PhysRevA.92.022115

[37] J. Bavaresco, M. T. Quintino, L. Guerini, T. O. Maciel, D. Cavalcanti, and M. T. Cunha, Most incompatible measurements for robust steering tests, Phys. Rev. A 96, 022110 (2017).
https:/​/​doi.org/​10.1103/​PhysRevA.96.022110

[38] S. Designolle, P. Skrzypczyk, F. Fröwis, and N. Brunner, Quantifying measurement incompatibility of mutually unbiased bases, Phys. Rev. Lett. 122, 050402 (2019a).
https:/​/​doi.org/​10.1103/​PhysRevLett.122.050402

[39] S. Designolle, M. Farkas, and J. Kaniewski, Incompatibility robustness of quantum measurements: a unified framework, New J. Phys. 21, 113053 (2019b).
https:/​/​doi.org/​10.1088/​1367-2630/​ab5020

[40] P. Skrzypczyk and D. Cavalcanti, Loss-tolerant einstein-podolsky-rosen steering for arbitrary-dimensional states: Joint measurability and unbounded violations under losses, Phys. Rev. A 92, 022354 (2015).
https:/​/​doi.org/​10.1103/​physreva.92.022354

[41] M. Ioannou, P. Sekatski, S. Designolle, B. D. M. Jones, R. Uola, and N. Brunner, Simulability of high-dimensional quantum measurements, Phys. Rev. Lett. 129, 190401 (2022b).
https:/​/​doi.org/​10.1103/​PhysRevLett.129.190401

[42] P. Sekatski, F. Giraud, R. Uola, and N. Brunner, Unlimited one-way steering, Phys. Rev. Lett. 131, 110201 (2023).
https:/​/​doi.org/​10.1103/​PhysRevLett.131.110201

[43] P. Sekatski, Compatibility of projective measurements subject to white noise and loss, Phys. Rev. A 109, 022215 (2024).
https:/​/​doi.org/​10.1103/​PhysRevA.109.022215

[44] L. Lami, S. Khatri, G. Adesso, and M. M. Wilde, Extendibility of bosonic gaussian states, Phys. Rev. Lett. 123, 050501 (2019).
https:/​/​doi.org/​10.1103/​PhysRevLett.123.050501

[45] S. Rahimi-Keshari, M. Mehboudi, D. De Santis, D. Cavalcanti, and A. Acín, Verification of joint measurability using phase-space quasiprobability distributions, Phys. Rev. A 104, 042212 (2021).
https:/​/​doi.org/​10.1103/​PhysRevA.104.042212

[46] M. Curty, M. Lewenstein, and N. Lütkenhaus, Entanglement as a Precondition for Secure Quantum Key Distribution, Phys. Rev. Lett. 92, 217903 (2004), publisher: American Physical Society.
https:/​/​doi.org/​10.1103/​PhysRevLett.92.217903

[47] E. P. Lobo, J. Pauwels, and S. Pironio, Certifying long-range quantum correlations through routed bell tests, arXiv preprint arXiv:2310.07484 (2023).
https:/​/​doi.org/​10.48550/​arXiv.2310.07484
arXiv:2310.07484

[48] M. F. Pusey, Verifying the quantumness of a channel with an untrusted device, J. Opt. Soc. Am. B 10.1364/​JOSAB.32.000A56 (2015).
https:/​/​doi.org/​10.1364/​JOSAB.32.000A56

[49] A. Holevo, M. Shirokov, and R. Werner, Separability and entanglement-breaking in infinite dimensions, arXiv preprint quant-ph/​0504204 (2005).
https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​0504204
arXiv:quant-ph/0504204

[50] T. Heinosaari, J. Kiukas, D. Reitzner, and J. Schultz, Incompatibility breaking quantum channels, J. Phys. A 48, 435301 (2015b).
https:/​/​doi.org/​10.1088/​1751-8113/​48/​43/​435301

[51] M. M. Wolf, D. Perez-Garcia, and C. Fernandez, Measurements incompatible in quantum theory cannot be measured jointly in any other no-signaling theory, Phys. Rev. Lett. 103, 230402 (2009).
https:/​/​doi.org/​10.1103/​physrevlett.103.230402

[52] R. F. Werner, Optimal cloning of pure states, Phys. Rev. A 58, 1827 (1998).
https:/​/​doi.org/​10.1103/​PhysRevA.58.1827

[53] M. Keyl and R. F. Werner, Optimal cloning of pure states, testing single clones, J. Math. Phys. 40, 3283 (1999).
https:/​/​doi.org/​10.1063/​1.532887

[54] O. Gühne, E. Haapasalo, T. Kraft, J.-P. Pellonpää, and R. Uola, Colloquium: Incompatible measurements in quantum information science, Rev. Mod. Phys. 95, 011003 (2023b).
https:/​/​doi.org/​10.1103/​RevModPhys.95.011003

[55] P. Busch, Unsharp reality and joint measurements for spin observables, Phys. Rev. D 33, 2253 (1986).
https:/​/​doi.org/​10.1103/​PhysRevD.33.2253

[56] R. Pal and S. Ghosh, Approximate joint measurement of qubit observables through an arthur–kelly model, J. Phys. A 44, 485303 (2011).
https:/​/​doi.org/​10.1088/​1751-8113/​44/​48/​485303

[57] S. Yu and C. Oh, Quantum contextuality and joint measurement of three observables of a qubit, arXiv preprint arXiv:1312.6470 (2013).
https:/​/​doi.org/​10.48550/​arXiv.1312.6470
arXiv:1312.6470

[58] R. Garcia-Patron Sanchez, Quantum information with optical continuous variables: from bell tests to key distribution (2007).

[59] A. Serafini, Quantum continuous variables: a primer of theoretical methods (CRC press, 2017).

[60] J. Kiukas and J. Schultz, Informationally complete sets of gaussian measurements, J. Phys. A 46, 485303 (2013).
https:/​/​doi.org/​10.1088/​1751-8113/​46/​48/​485303

[61] R. Renner and S. Wolf, New bounds in secret-key agreement: The gap between formation and secrecy extraction, in Advances in Cryptology—EUROCRYPT 2003: International Conference on the Theory and Applications of Cryptographic Techniques, Warsaw, Poland, May 4–8, 2003 Proceedings 22 (Springer, 2003) pp. 562–577.

[62] I. Devetak and A. Winter, Distillation of secret key and entanglement from quantum states, Proc. R. Soc. Lond. A 461, 207 (2005).
https:/​/​doi.org/​10.1098/​rspa.2004.1372

[63] R. Renner, N. Gisin, and B. Kraus, Information-theoretic security proof for quantum-key-distribution protocols, Phys. Rev. A 72, 012332 (2005).
https:/​/​doi.org/​10.1103/​PhysRevA.72.012332

[64] J. Kołodyński, A. Máttar, P. Skrzypczyk, E. Woodhead, D. Cavalcanti, K. Banaszek, and A. Acín, Device-independent quantum key distribution with single-photon sources, Quantum 4, 260 (2020).
https:/​/​doi.org/​10.22331/​q-2020-04-30-260

[65] In the case of DIQKD, our attacks improve on the ones of kolodynski2020device because they take into account not only losses but also white-noise. However, we can further improve these attacks by targeting both CMUs of a DIQKD protocol, see next subsection. We also remark that it is important to consider separately the case where a no-click outcome is kept as a distinct outcome in Alice and Bob's post-processing and the case where it is discarded. In kolodynski2020device only the former case is analyzed. An example of a DIQKD protocol where binning of the no-click outcome leads to a positive key rate for a detection efficiency that is lower than the threshold computed in kolodynski2020device can be found in Masini2022simplepractical.

[66] M. Tomamichel, S. Fehr, J. Kaniewski, and S. Wehner, One-sided device-independent qkd and position-based cryptography from monogamy games, in Advances in Cryptology–EUROCRYPT 2013: 32nd Annual International Conference on the Theory and Applications of Cryptographic Techniques, Athens, Greece, May 26-30, 2013. Proceedings 32 (Springer, 2013) pp. 609–625.

[67] E. Woodhead, Semi device independence of the bb84 protocol, New J. Phys. 18, 055010 (2016).
https:/​/​doi.org/​10.1088/​1367-2630/​18/​5/​055010

[68] C. Branciard, E. G. Cavalcanti, S. P. Walborn, V. Scarani, and H. M. Wiseman, One-sided device-independent quantum key distribution: Security, feasibility, and the connection with steering, Phys. Rev. A 85, 010301 (2012).
https:/​/​doi.org/​10.1103/​PhysRevA.85.010301

[69] M. Masini and S. Sarkar, One-sided di-qkd secure against coherent attacks over long distances, arXiv preprint arXiv:2403.11850 (2024).
https:/​/​doi.org/​10.48550/​arXiv.2403.11850
arXiv:2403.11850

[70] A. Acín, N. Brunner, N. Gisin, S. Massar, S. Pironio, and V. Scarani, Device-independent security of quantum cryptography against collective attacks, Phys. Rev. Lett. 98, 230501 (2007b).
https:/​/​doi.org/​10.1103/​PhysRevLett.98.230501

[71] T. Leroy, E. Peter Lobo, J. Pauwels, and S. Pironio, Device-independent quantum key distribution based on routed bell experiments (2024).
https:/​/​doi.org/​10.48550/​arXiv.2404.01202

[72] M. Ioannou, P. Sekatski, A. A. Abbott, D. Rosset, J.-D. Bancal, and N. Brunner, Receiver-device-independent quantum key distribution protocols, New J. Phys. 24, 063006 (2022c).
https:/​/​doi.org/​10.1088/​1367-2630/​ac71bc

[73] C. H. Bennett, Quantum cryptography using any two nonorthogonal states, Phys. Rev. Lett. 68, 3121 (1992).
https:/​/​doi.org/​10.1103/​PhysRevLett.68.3121

[74] M. Farkas, M. Balanzó-Juandó, K. Łukanowski, J. Kołodyński, and A. Acín, Bell nonlocality is not sufficient for the security of standard device-independent quantum key distribution protocols, Phys. Rev. Lett. 127, 050503 (2021).
https:/​/​doi.org/​10.1103/​PhysRevLett.127.050503

[75] K. Łukanowski, M. Balanzó-Juandó, M. Farkas, A. Acín, and J. Kołodyński, Upper bounds on key rates in device-independent quantum key distribution based on convex-combination attacks, Quantum 7, 1199 (2023).
https:/​/​doi.org/​10.22331/​q-2023-12-06-1199

[76] A. Acin, S. Massar, and S. Pironio, Efficient quantum key distribution secure against no-signalling eavesdroppers, New J. Phys. 8, 126 (2006).
https:/​/​doi.org/​10.1088/​1367-2630/​8/​8/​126

[77] J. A. Nelder and R. Mead, A Simplex Method for Function Minimization, The Computer Journal 7, 308 (1965).
https:/​/​doi.org/​10.1093/​comjnl/​7.4.308

[78] T. Heinosaari, D. Reitzner, and P. Stano, Notes on joint measurability of quantum observables, Foundations of Physics 38, 1133 (2008).
https:/​/​doi.org/​10.1007/​s10701-008-9256-7

[79] Y.-C. Liang, R. W. Spekkens, and H. M. Wiseman, Specker’s parable of the overprotective seer: A road to contextuality, nonlocality and complementarity, Physics Reports 506, 1 (2011).
https:/​/​doi.org/​10.1016/​j.physrep.2011.05.001

[80] F. Buscemi, K. Kobayashi, S. Minagawa, P. Perinotti, and A. Tosini, Unifying different notions of quantum incompatibility into a strict hierarchy of resource theories of communication, Quantum 7, 1035 (2023).
https:/​/​doi.org/​10.22331/​q-2023-06-07-1035

[81] G. M. D’Ariano, P. Perinotti, and A. Tosini, Incompatibility of observables, channels and instruments in information theories, J. Phys. A 55, 394006 (2022).
https:/​/​doi.org/​10.1088/​1751-8121/​ac88a7

[82] M. Masini, S. Pironio, and E. Woodhead, Simple and practical DIQKD security analysis via BB84-type uncertainty relations and Pauli correlation constraints, Quantum 6, 843 (2022).
https:/​/​doi.org/​10.22331/​q-2022-10-20-843

Cited by

[1] Michele Masini and Shubhayan Sarkar, "One-sided DI-QKD secure against coherent attacks over long distances", New Journal of Physics 28 6, 064503 (2026).

[2] Sophie Egelhaaf, Jef Pauwels, Marco Túlio Quintino, and Roope Uola, "Certifying measurement incompatibility in prepare-and-measure and Bell scenarios", Journal of Physics A: Mathematical and Theoretical 58 9, 095304 (2025).

[3] Dmitry Grinko and Roope Uola, "Compatibility of Binary Qubit Measurements", Physical Review Letters 135 20, 200201 (2025).

[4] Tristan Le Roy-Deloison, Edwin Peter Lobo, Jef Pauwels, and Stefano Pironio, "Device-Independent Quantum Key Distribution Based on Routed Bell Tests", PRX Quantum 6 2, 020311 (2025).

[5] Nicolas Gigena, Ekta Panwar, Giovanni Scala, Mateus Araújo, Máté Farkas, and Anubhav Chaturvedi, "Self-testing tilted strategies for maximal loophole-free nonlocality", npj Quantum Information 11 1, 82 (2025).

[6] Edwin Peter Lobo, Jef Pauwels, and Stefano Pironio, "Certifying long-range quantum correlations through routed Bell tests", Quantum 8, 1332 (2024).

[7] Michele Masini and Shubhayan Sarkar, "One-sided DI-QKD secure against coherent attacks over long distances", arXiv:2403.11850, (2024).

[8] Edwin Peter Lobo, Maria Balanzó-Juandó, and Stefano Pironio, "Generalized measurement incompatibility", arXiv:2605.16151, (2026).

[9] Qiang Zeng, Abhishek Mishra, Haoyang Wang, and Zhiliang Yuan, "Transmitter-device-independent quantum key distribution", arXiv:2604.25225, (2026).

The above citations are from Crossref's cited-by service (last updated successfully 2026-08-09 11:19:07) and SAO/NASA ADS (last updated successfully 2026-08-08 23:05:26). The list may be incomplete as not all publishers provide suitable and complete citation data.

Could not fetch ADS cited-by data during last attempt 2026-08-09 11:19:07: Cannot retrieve data from ADS due to rate limitations.