{"id":"https://openalex.org/W4384158216","doi":"https://doi.org/10.1109/aiiot58121.2023.10174430","title":"Quantum Machine Learning for Security Data Analysis","display_name":"Quantum Machine Learning for Security Data Analysis","publication_year":2023,"publication_date":"2023-06-07","ids":{"openalex":"https://openalex.org/W4384158216","doi":"https://doi.org/10.1109/aiiot58121.2023.10174430"},"language":"en","primary_location":{"id":"doi:10.1109/aiiot58121.2023.10174430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiiot58121.2023.10174430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE World AI IoT Congress (AIIoT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5092460670","display_name":"Dhanunjai Bandi","orcid":null},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dhanunjai Bandi","raw_affiliation_strings":["Kennesaw State University,College of Computing and Software Engineering,USA","College of Computing and Software Engineering, Kennesaw State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kennesaw State University,College of Computing and Software Engineering,USA","institution_ids":["https://openalex.org/I172980758"]},{"raw_affiliation_string":"College of Computing and Software Engineering, Kennesaw State University, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004590845","display_name":"Yong Shi","orcid":"https://orcid.org/0000-0002-3980-1425"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yong Shi","raw_affiliation_strings":["Kennesaw State University,College of Computing and Software Engineering,USA","College of Computing and Software Engineering, Kennesaw State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kennesaw State University,College of Computing and Software Engineering,USA","institution_ids":["https://openalex.org/I172980758"]},{"raw_affiliation_string":"College of Computing and Software Engineering, Kennesaw State University, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052820694","display_name":"Hossain Shahriar","orcid":"https://orcid.org/0000-0003-1021-7986"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hossain Shahriar","raw_affiliation_strings":["Kennesaw State University,College of Computing and Software Engineering,USA","College of Computing and Software Engineering, Kennesaw State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kennesaw State University,College of Computing and Software Engineering,USA","institution_ids":["https://openalex.org/I172980758"]},{"raw_affiliation_string":"College of Computing and Software Engineering, Kennesaw State University, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085923839","display_name":"Dan Lo","orcid":"https://orcid.org/0000-0003-4396-0370"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Lo","raw_affiliation_strings":["Kennesaw State University,College of Computing and Software Engineering,USA","College of Computing and Software Engineering, Kennesaw State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kennesaw State University,College of Computing and Software Engineering,USA","institution_ids":["https://openalex.org/I172980758"]},{"raw_affiliation_string":"College of Computing and Software Engineering, Kennesaw State University, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054721271","display_name":"Kun Suo","orcid":"https://orcid.org/0000-0001-8562-0492"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kun Suo","raw_affiliation_strings":["Kennesaw State University,College of Computing and Software Engineering,USA","College of Computing and Software Engineering, Kennesaw State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kennesaw State University,College of Computing and Software Engineering,USA","institution_ids":["https://openalex.org/I172980758"]},{"raw_affiliation_string":"College of Computing and Software Engineering, Kennesaw State University, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009634429","display_name":"Hongmei Chi","orcid":"https://orcid.org/0000-0003-4610-6479"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongmei Chi","raw_affiliation_strings":["Florida A&M University,Department of Computer and Information Sciences,Tallahassee,FL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Florida A&M University,Department of Computer and Information Sciences,Tallahassee,FL,USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102803079","display_name":"Kai Qian","orcid":"https://orcid.org/0000-0002-2112-1819"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kai Qian","raw_affiliation_strings":["Kennesaw State University,College of Computing and Software Engineering,USA","College of Computing and Software Engineering, Kennesaw State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kennesaw State University,College of Computing and Software Engineering,USA","institution_ids":["https://openalex.org/I172980758"]},{"raw_affiliation_string":"College of Computing and Software Engineering, Kennesaw State University, USA","institution_ids":["https://openalex.org/I172980758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"0460","last_page":"0465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9993000030517578,"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":0.9993000030517578,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.9980999827384949,"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/T10622","display_name":"Quantum Mechanics and Applications","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.715312123298645},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7117395401000977},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7006586194038391},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6174781322479248},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5673121213912964},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5332887768745422},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5323795676231384},{"id":"https://openalex.org/keywords/information-security","display_name":"Information security","score":0.4430623948574066},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.4241371154785156},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1589655578136444},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10439196228981018}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.715312123298645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7117395401000977},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7006586194038391},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6174781322479248},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5673121213912964},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5332887768745422},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5323795676231384},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.4430623948574066},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.4241371154785156},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1589655578136444},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10439196228981018},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiiot58121.2023.10174430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiiot58121.2023.10174430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE World AI IoT Congress (AIIoT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2736592352","https://openalex.org/W2895951708","https://openalex.org/W2911423727","https://openalex.org/W2997270872","https://openalex.org/W3102885034","https://openalex.org/W3109491312","https://openalex.org/W3147809485","https://openalex.org/W4224279564","https://openalex.org/W4296836560"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W1980100242","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W4315815996"],"abstract_inverted_index":{"In":[0],"this":[1,140],"paper,":[2],"we":[3],"apply":[4],"Quantum":[5,15],"Machine":[6,16,21],"Learning":[7,17,22],"to":[8,113],"analyze":[9],"security":[10,68,91,127],"datasets.":[11,69],"We":[12],"compare":[13],"cross-models,":[14],"(QML)":[18],"against":[19],"Classical":[20],"(CML),":[23],"performance":[24,30],"with":[25,31,85],"increasing":[26,32],"data":[27,92,128],"size,":[28],"and":[29,50,63,77,82,105,130,136],"iteration":[33],"numbers":[34],"using":[35],"commonly":[36],"used":[37],"machine":[38,119],"learning":[39,120],"techniques":[40],"such":[41],"as":[42],"Neural":[43],"Networks":[44],"(NN),":[45],"Support":[46],"Vector":[47],"Machines":[48],"(SVM),":[49],"Logistic":[51],"Regression":[52],"(LR).":[53],"Our":[54],"study":[55,111],"focuses":[56],"on":[57,66,74,100],"assessing":[58],"the":[59,75,101,114,124],"accuracy":[60],"of":[61,79,103,117,126],"QML":[62,81,104],"CML":[64,83,106],"approaches":[65],"real-world":[67],"The":[70,94,110],"results":[71],"provide":[72,97],"light":[73],"advantages":[76],"disadvantages":[78],"both":[80],"methodologies,":[84],"implications":[86],"for":[87,107,134],"their":[88],"use":[89],"in":[90,123,139],"analysis.":[93],"experimental":[95],"findings":[96],"useful":[98],"information":[99],"applicability":[102],"security-related":[108],"applications.":[109],"contributes":[112],"growing":[115],"field":[116],"quantum":[118],"research,":[121],"particularly":[122],"context":[125],"analysis,":[129],"offers":[131],"helpful":[132],"advice":[133],"academics":[135],"practitioners":[137],"working":[138],"area.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}