{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T11:27:28Z","timestamp":1740137248052,"version":"3.37.3"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2022,9,29]],"date-time":"2022-09-29T00:00:00Z","timestamp":1664409600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,9,29]],"date-time":"2022-09-29T00:00:00Z","timestamp":1664409600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key R &D Program of China","doi-asserted-by":"crossref","award":["2018YFA0306400","2017YFA0304100"],"award-info":[{"award-number":["2018YFA0306400","2017YFA0304100"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["11774180","12074194"],"award-info":[{"award-number":["11774180","12074194"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Leading-Edge Technology Program of Jiangsu Natural Science Foundation","award":["BK20192001"],"award-info":[{"award-number":["BK20192001"]}]},{"name":"Industrial Prospect and Key Core Technology Projects of Jiangsu Province Key R &D Program","award":["BE2022071"],"award-info":[{"award-number":["BE2022071"]}]},{"name":"National Science Foundation of Jiangsu Province","award":["BK20210582"],"award-info":[{"award-number":["BK20210582"]}]},{"name":"NUPTSF","award":["NY220123"],"award-info":[{"award-number":["NY220123"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Quantum Inf Process"],"DOI":"10.1007\/s11128-022-03672-w","type":"journal-article","created":{"date-parts":[[2022,9,29]],"date-time":"2022-09-29T18:04:00Z","timestamp":1664474640000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Optimal resource allocation of quantum digital signatures with machine learning"],"prefix":"10.1007","volume":"21","author":[{"given":"Jia-Xin","family":"Xu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zi-Ang","family":"Ren","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi-Peng","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chun-Hui","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6314-4250","authenticated-orcid":false,"given":"Qin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,9,29]]},"reference":[{"key":"3672_CR1","first-page":"3","volume":"46","author":"NS Altman","year":"2005","unstructured":"Altman, N.S.: An introduction to kernel and nearest-neighbor nonparametric regression. Amer. Stat. 46, 3 (2005)","journal-title":"Amer. Stat."},{"key":"3672_CR2","doi-asserted-by":"publisher","first-page":"32325","DOI":"10.1103\/PhysRevA.93.032325","volume":"93","author":"R Amiri","year":"2016","unstructured":"Amiri, R., Wallden, P., Kent, A., et al.: Secure quantum signatures using insecure quantum channels. Phys. Rev. A 93, 32325 (2016)","journal-title":"Phys. Rev. A"},{"key":"3672_CR3","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1364\/OL.44.000139","volume":"44","author":"XB An","year":"2019","unstructured":"An, X.B., Zhang, H., Zhang, C.M., et al.: Practical quantum digital signature with a gigahertz BB84 quantum key distribution system. Opt. Lett. 44, 139 (2019)","journal-title":"Opt. Lett."},{"key":"3672_CR4","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.124.070501","volume":"124","author":"JP Chen","year":"2020","unstructured":"Chen, J.P., et al.: Sending-or-not-sending with independent lasers: Secure twin-field quantum key distribution over 509 km. Phys. Rev. Lett. 124, 070501 (2020)","journal-title":"Phys. Rev. Lett."},{"key":"3672_CR5","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2019.122341","volume":"535","author":"JM Chen","year":"2019","unstructured":"Chen, J.M., Zhang, H., Zhang, X.Y., et al.: Practical decoy-state quantum digital signature with optimized parameters. Phys. A 535, 122341 (2019)","journal-title":"Phys. A"},{"key":"3672_CR6","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1007\/s11128-019-2499-8","volume":"19","author":"JJ Chen","year":"2020","unstructured":"Chen, J.J., Zhang, C.H., Chen, J.M., Zhang, C.M., Wang, Q.: Improving the performance of decoy-state quantum digital signature with single-photon-added coherent sources. Quantum Inf. Process. New J. Phys. 19, 7 (2020)","journal-title":"Quantum Inf. Process. New J. Phys."},{"key":"3672_CR7","doi-asserted-by":"publisher","first-page":"1174","DOI":"10.1038\/ncomms2172","volume":"3","author":"PJ Clarke","year":"2012","unstructured":"Clarke, P.J., Collins, R.J., Dunjko, V., et al.: Experimental demonstration of quantum digital signatures using phase-encoded coherent states of light. Nat. Commun 3, 1174 (2012)","journal-title":"Nat. Commun"},{"key":"3672_CR8","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.113.040502","volume":"113","author":"RJ Collins","year":"2014","unstructured":"Collins, R.J., Donaldson, R.J., Dunjko, V., et al.: Realization of Quantum Digital Signatures without the Requirement of Quantum Memory. Phys. Rev. Lett. 113, 040502 (2014)","journal-title":"Phys. Rev. Lett."},{"key":"3672_CR9","doi-asserted-by":"publisher","first-page":"4883","DOI":"10.1364\/OL.41.004883","volume":"41","author":"RJ Collins","year":"2016","unstructured":"Collins, R.J., Amiri, R., Fujiwara, M., et al.: Experimental transmission of quantum digital signatures over 90km of installed optical fiber using a differential phase shift quantum key distribution system. Opt. Lett. 41, 4883 (2016)","journal-title":"Opt. Lett."},{"key":"3672_CR10","doi-asserted-by":"publisher","first-page":"3235","DOI":"10.1038\/s41598-017-03401-9","volume":"7","author":"RJ Collins","year":"2017","unstructured":"Collins, R.J., Amiri, R., Fujiwara, M., et al.: Experimental demonstration of quantum digital signatures over 43dB channel loss using differential phase shift quantum key distribution. Sci. Rep. 7, 3235 (2017)","journal-title":"Sci. Rep."},{"key":"3672_CR11","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1023\/A:1013637720281","volume":"47","author":"K Crammer","year":"2002","unstructured":"Crammer, K., Singer, Y.: On the learnability and design of output codes for multiclass problems. Mach. Learn. 47, 2 (2002)","journal-title":"Mach. Learn."},{"key":"3672_CR12","doi-asserted-by":"publisher","first-page":"623","DOI":"10.7717\/peerj-cs.623","volume":"7","author":"C Davide","year":"2021","unstructured":"Davide, C., Matthijs, W.J., Giuseppe, J.: The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation. PeerJ. Compt. Sci. 7, 623 (2021)","journal-title":"PeerJ. Compt. Sci."},{"key":"3672_CR13","doi-asserted-by":"publisher","DOI":"10.1364\/OL.389848","volume":"45","author":"HJ Ding","year":"2020","unstructured":"Ding, H.J., et al.: 280-km experimental demonstration of a quantum digital signature with one decoy state. Opt. Lett. 45, 389848 (2020)","journal-title":"Opt. Lett."},{"key":"3672_CR14","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1007\/s11128-019-2548-3","volume":"19","author":"HJ Ding","year":"2020","unstructured":"Ding, H.J., Liu, J.Y., Zhang, C.M., Wang, Q.: Predicting optimal parameters with random forest for quantum key distribution. Quantum Inf. Process. 19, 2 (2020)","journal-title":"Quantum Inf. Process."},{"key":"3672_CR15","unstructured":"Gottesman, D., Chuang, I.: Quantum digital signatures. arXiv preprint quant-ph\/0105032 (2001)"},{"key":"3672_CR16","doi-asserted-by":"publisher","first-page":"32331","DOI":"10.1103\/PhysRevA.95.032331","volume":"95","author":"XL Hu","year":"2017","unstructured":"Hu, X.L., Zhou, Y.H., Yu, Z.W., Wang, X.B.: Practical measurement-device-independent quantum key distribution without vacuum sources. Phys. Rev. A 95, 32331 (2017)","journal-title":"Phys. Rev. A"},{"key":"3672_CR17","doi-asserted-by":"publisher","first-page":"7705","DOI":"10.1038\/s41586-018-0066-6","volume":"557","author":"M Lucamarini","year":"2018","unstructured":"Lucamarini, M., Yuan, Z.L., Dynes, J.F., Shields, A.J.: Overcoming the rate-distance limit of quantum key distribution without quantum repeaters. Nature 557, 7705 (2018)","journal-title":"Nature"},{"key":"3672_CR18","doi-asserted-by":"publisher","first-page":"22328","DOI":"10.1103\/PhysRevA.94.022328","volume":"94","author":"IV Puthoor","year":"2016","unstructured":"Puthoor, I.V., Amiri, R., Wallden, P., et al.: Measurement-device-independent quantum digital signatures. Phys. Rev. A 94, 22328 (2016)","journal-title":"Phys. Rev. A"},{"key":"3672_CR19","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevApplied.17.044047","volume":"17","author":"JQ Qin","year":"2022","unstructured":"Qin, J.Q., Jiang, C., Yu, Y.L., Wang, X.B.: Quantum digital signatures with random pairing. Phys. Rev. A 17, 044047 (2022)","journal-title":"Phys. Rev. A"},{"key":"3672_CR20","doi-asserted-by":"publisher","first-page":"1098","DOI":"10.1038\/s41467-017-01245-5","volume":"8","author":"GL Roberts","year":"2017","unstructured":"Roberts, G.L., Lucamarini, M., Yuan, Z.L., et al.: Experimental measurement-device-independent quantum digital signatures. Nat. Commun. 8, 1098 (2017)","journal-title":"Nat. Commun."},{"key":"3672_CR21","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.91.042304","volume":"91","author":"P Wallden","year":"2015","unstructured":"Wallden, P., Dunjko, V., Kent, A., et al.: Quantum digital signatures with quantum-key-distribution components. Phys. Rev. A 91, 042304 (2015)","journal-title":"Phys. Rev. A"},{"key":"3672_CR22","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.98.062323","volume":"98","author":"XB Wang","year":"2018","unstructured":"Wang, X.B., Yu, Z.W., Hu, X.L.: Twin-field quantum key distribution with large misalignment error. Phys. Rev. A 98, 062323 (2018)","journal-title":"Phys. Rev. A"},{"key":"3672_CR23","doi-asserted-by":"crossref","unstructured":"Xu, F., Xu, H., Lo, H.-K.: Protocol choice and parameter optimization in decoy-state measurement-device-independent quantum key distribution. Phys. Rev. A, Gen. Phys. 89, 52333 (2014)","DOI":"10.1103\/PhysRevA.89.052333"},{"key":"3672_CR24","doi-asserted-by":"publisher","first-page":"32316","DOI":"10.1103\/PhysRevA.93.032316","volume":"93","author":"HL Yin","year":"2016","unstructured":"Yin, H.L., Fu, Y., Chen, Z.B.: Practical quantum digital signature. Phys. Rev. A 93, 32316 (2016)","journal-title":"Phys. Rev. A"},{"key":"3672_CR25","doi-asserted-by":"publisher","first-page":"42338","DOI":"10.1103\/PhysRevA.95.042338","volume":"95","author":"HL Yin","year":"2017","unstructured":"Yin, H.L., Wang, W.L., Tang, Y.L., et al.: Experimental measurement-device-independent quantum digital signatures over a metropolitan network. Phys. Rev. A 95, 42338 (2017)","journal-title":"Phys. Rev. A"},{"key":"3672_CR26","doi-asserted-by":"publisher","first-page":"34033","DOI":"10.1103\/PhysRevApplied.10.034033","volume":"10","author":"CH Zhang","year":"2018","unstructured":"Zhang, C.H., Zhou, X.Y., Ding, H.J., et al.: Proof-of-principle demonstration of passive decoy-state quantum digital signatures over 200 km. Phys. Rev. Appl. 10, 34033 (2018)","journal-title":"Phys. Rev. Appl."},{"key":"3672_CR27","volume":"46","author":"CH Zhang","year":"2021","unstructured":"Zhang, C.H., Zhou, X.Y., Zhang, C.M., Li, J., Wang, Q.: Twin-field quantum digital signatures. Opt. Lett. 46, 426369 (2021)","journal-title":"Opt. Lett."},{"key":"3672_CR28","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.93.042324","volume":"93","author":"YH Zhou","year":"2016","unstructured":"Zhou, Y.H., Yu, Z.W., Wang, X.B.: Making the decoy-state measurement-device-independent quantum key distribution practically useful. Phys. Rev. A 93, 042324 (2016)","journal-title":"Phys. Rev. A"},{"key":"3672_CR29","doi-asserted-by":"publisher","DOI":"10.1364\/OL.398993","volume":"45","author":"XY Zhou","year":"2020","unstructured":"Zhou, X.Y., Ding, H.J., Zhang, C.H., Li, J., Zhang, C.M., Wang, Q.: Experimental three-state measurement-device-independent quantum key distribution with uncharacterized sources. Opt. Lett. 45, 398993 (2020)","journal-title":"Opt. Lett."}],"container-title":["Quantum Information Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11128-022-03672-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11128-022-03672-w\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11128-022-03672-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,13]],"date-time":"2022-10-13T07:22:39Z","timestamp":1665645759000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11128-022-03672-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,29]]},"references-count":29,"journal-issue":{"issue":"9","published-online":{"date-parts":[[2022,9]]}},"alternative-id":["3672"],"URL":"https:\/\/doi.org\/10.1007\/s11128-022-03672-w","relation":{},"ISSN":["1573-1332"],"issn-type":[{"type":"electronic","value":"1573-1332"}],"subject":[],"published":{"date-parts":[[2022,9,29]]},"assertion":[{"value":"1 April 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 September 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 September 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"338"}}