{"id":"https://openalex.org/W4407824639","doi":"https://doi.org/10.1007/s42484-025-00256-6","title":"Stochastic security as a performance metric for quantum-enhanced generative AI","display_name":"Stochastic security as a performance metric for quantum-enhanced generative AI","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4407824639","doi":"https://doi.org/10.1007/s42484-025-00256-6"},"language":"en","primary_location":{"id":"doi:10.1007/s42484-025-00256-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42484-025-00256-6","pdf_url":null,"source":{"id":"https://openalex.org/S4210217596","display_name":"Quantum Machine Intelligence","issn_l":"2524-4906","issn":["2524-4906","2524-4914"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantum Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058401343","display_name":"Noah Crum","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Noah A. Crum","raw_affiliation_strings":["Department of Physics & Astronomy, The University of Tennessee, Knoxville, 37996-1200, TN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Physics & Astronomy, The University of Tennessee, Knoxville, 37996-1200, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092103109","display_name":"Leanto Sunny","orcid":"https://orcid.org/0009-0002-0850-1785"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leanto Sunny","raw_affiliation_strings":["Department of Physics & Astronomy, The University of Tennessee, Knoxville, 37996-1200, TN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Physics & Astronomy, The University of Tennessee, Knoxville, 37996-1200, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083977271","display_name":"Pooya Ronagh","orcid":"https://orcid.org/0000-0002-9591-9727"},"institutions":[{"id":"https://openalex.org/I183974707","display_name":"Perimeter Institute","ror":"https://ror.org/013m0ej23","country_code":"CA","type":"facility","lineage":["https://openalex.org/I183974707"]},{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]},{"id":"https://openalex.org/I2801953985","display_name":"Spinal Cord Injury BC","ror":"https://ror.org/0357ts970","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I2801953985"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Pooya Ronagh","raw_affiliation_strings":["1QB Information Technologies (1QBit), Vancouver, V6E 4B1, BC, Canada","Department of Physics & Astronomy, University of Waterloo, Waterloo, N2L 3G1, ON, Canada","Institute for Quantum Computing, University of Waterloo, Waterloo, N2L 3G1, ON, Canada","Perimeter Institute for Theoretical Physics, Waterloo, N2L 2Y5, ON, Canada"],"affiliations":[{"raw_affiliation_string":"1QB Information Technologies (1QBit), Vancouver, V6E 4B1, BC, Canada","institution_ids":["https://openalex.org/I2801953985"]},{"raw_affiliation_string":"Department of Physics & Astronomy, University of Waterloo, Waterloo, N2L 3G1, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Institute for Quantum Computing, University of Waterloo, Waterloo, N2L 3G1, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Perimeter Institute for Theoretical Physics, Waterloo, N2L 2Y5, ON, Canada","institution_ids":["https://openalex.org/I183974707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078255491","display_name":"Raymond Laflamme","orcid":"https://orcid.org/0000-0002-4755-4006"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]},{"id":"https://openalex.org/I183974707","display_name":"Perimeter Institute","ror":"https://ror.org/013m0ej23","country_code":"CA","type":"facility","lineage":["https://openalex.org/I183974707"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Raymond Laflamme","raw_affiliation_strings":["Department of Physics & Astronomy, University of Waterloo, Waterloo, N2L 3G1, ON, Canada","Institute for Quantum Computing, University of Waterloo, Waterloo, N2L 3G1, ON, Canada","Perimeter Institute for Theoretical Physics, Waterloo, N2L 2Y5, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Physics & Astronomy, University of Waterloo, Waterloo, N2L 3G1, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Institute for Quantum Computing, University of Waterloo, Waterloo, N2L 3G1, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Perimeter Institute for Theoretical Physics, Waterloo, N2L 2Y5, ON, Canada","institution_ids":["https://openalex.org/I183974707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002683555","display_name":"Radhakrishnan Balu","orcid":"https://orcid.org/0000-0003-1494-5681"},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Radhakrishnan Balu","raw_affiliation_strings":["Computer & Information Sciences Directorate, Army Research Laboratory, Adelphi, 21005-5069, MD, USA","Department of Mathematics, University of Maryland, College Park, 20742-4015, MD, USA"],"affiliations":[{"raw_affiliation_string":"Computer & Information Sciences Directorate, Army Research Laboratory, Adelphi, 21005-5069, MD, USA","institution_ids":["https://openalex.org/I166416128"]},{"raw_affiliation_string":"Department of Mathematics, University of Maryland, College Park, 20742-4015, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023362485","display_name":"George Siopsis","orcid":"https://orcid.org/0000-0002-1466-2772"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Siopsis","raw_affiliation_strings":["Department of Physics & Astronomy, The University of Tennessee, Knoxville, 37996-1200, TN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Physics & Astronomy, The University of Tennessee, Knoxville, 37996-1200, TN, USA","institution_ids":["https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5083977271"],"corresponding_institution_ids":["https://openalex.org/I151746483","https://openalex.org/I183974707","https://openalex.org/I2801953985"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.6995,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8902446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"7","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10020","display_name":"Quantum Information and Cryptography","score":0.9700000286102295,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6921146512031555},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6075683236122131},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5101082921028137},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.49831604957580566},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42191603779792786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33173656463623047},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3212447464466095},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15474125742912292},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13320854306221008},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.11531740427017212}],"concepts":[{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6921146512031555},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6075683236122131},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5101082921028137},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.49831604957580566},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42191603779792786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33173656463623047},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3212447464466095},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15474125742912292},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13320854306221008},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.11531740427017212},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42484-025-00256-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42484-025-00256-6","pdf_url":null,"source":{"id":"https://openalex.org/S4210217596","display_name":"Quantum Machine Intelligence","issn_l":"2524-4906","issn":["2524-4906","2524-4914"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantum Machine Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2026125593","display_name":null,"funder_award_id":"DGE-2152168","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5358645983","display_name":null,"funder_award_id":"W911NF-19-1-0397","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G6439244012","display_name":null,"funder_award_id":"RGPIN-2022-03339","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306110","display_name":"U.S. Department of Homeland Security","ror":"https://ror.org/00jyr0d86"},{"id":"https://openalex.org/F4320312716","display_name":"Innovation, Science and Economic Development Canada","ror":"https://ror.org/03zp01h17"},{"id":"https://openalex.org/F4320331462","display_name":"Institut P\u00e9rim\u00e8tre de physique th\u00e9orique","ror":"https://ror.org/013m0ej23"},{"id":"https://openalex.org/F4320333973","display_name":"Critical Infrastructure Resilience Institute, University of Illinois","ror":null},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1511986666","https://openalex.org/W1631356911","https://openalex.org/W1997391728","https://openalex.org/W2044885737","https://openalex.org/W2046481556","https://openalex.org/W2110322033","https://openalex.org/W2124537004","https://openalex.org/W2128084896","https://openalex.org/W2136922672","https://openalex.org/W2150529939","https://openalex.org/W2801305581","https://openalex.org/W2913190182","https://openalex.org/W2964137095","https://openalex.org/W2964257079","https://openalex.org/W2978019533","https://openalex.org/W2998462233","https://openalex.org/W3011600946","https://openalex.org/W3099457559","https://openalex.org/W3104450852","https://openalex.org/W3106120343","https://openalex.org/W3106243186","https://openalex.org/W3178452653","https://openalex.org/W4238209390","https://openalex.org/W4312933868","https://openalex.org/W6600223405","https://openalex.org/W6600984824","https://openalex.org/W6602989878","https://openalex.org/W6603044349","https://openalex.org/W6603707631","https://openalex.org/W6631455383","https://openalex.org/W6640612031","https://openalex.org/W6830012630"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W4383031710","https://openalex.org/W3211753092","https://openalex.org/W2386000789"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
