{"id":"https://openalex.org/W6888528010","doi":"https://doi.org/10.21227/7tcw-hq97","title":"\"Quantum attack datasets\"","display_name":"\"Quantum attack datasets\"","publication_year":2025,"publication_date":"2025-08-04","ids":{"openalex":"https://openalex.org/W6888528010","doi":"https://doi.org/10.21227/7tcw-hq97"},"language":"en","primary_location":{"id":"doi:10.21227/7tcw-hq97","is_oa":true,"landing_page_url":"https://doi.org/10.21227/7tcw-hq97","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.21227/7tcw-hq97","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"CHAO DING","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"CHAO DING","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10020","display_name":"Quantum Information and Cryptography","score":0.7294999957084656,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.7294999957084656,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.06629999727010727,"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/T13748","display_name":"Advanced Statistical Modeling Techniques","score":0.01549999974668026,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/robustness","display_name":"Robustness (evolution)","score":0.652899980545044},{"id":"https://openalex.org/keywords/quantum-key-distribution","display_name":"Quantum key distribution","score":0.6256999969482422},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5771999955177307},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4814999997615814},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.41280001401901245},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3824999928474426},{"id":"https://openalex.org/keywords/quantum-information-science","display_name":"Quantum information science","score":0.3767000138759613},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.36010000109672546}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.652899980545044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6323999762535095},{"id":"https://openalex.org/C95466800","wikidata":"https://www.wikidata.org/wiki/Q1027298","display_name":"Quantum key distribution","level":3,"score":0.6256999969482422},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5771999955177307},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4814999997615814},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.41280001401901245},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3824999928474426},{"id":"https://openalex.org/C5320026","wikidata":"https://www.wikidata.org/wiki/Q2122216","display_name":"Quantum information science","level":4,"score":0.3767000138759613},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.36010000109672546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34369999170303345},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3400999903678894},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3361999988555908},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C111996192","wikidata":"https://www.wikidata.org/wiki/Q7269075","display_name":"Quantum noise","level":3,"score":0.2964000105857849},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C186468114","wikidata":"https://www.wikidata.org/wiki/Q836478","display_name":"Quantum network","level":4,"score":0.2838999927043915},{"id":"https://openalex.org/C144901912","wikidata":"https://www.wikidata.org/wiki/Q471906","display_name":"Quantum cryptography","level":4,"score":0.28119999170303345},{"id":"https://openalex.org/C187486625","wikidata":"https://www.wikidata.org/wiki/Q2122176","display_name":"Quantum channel","level":4,"score":0.26080000400543213},{"id":"https://openalex.org/C15706264","wikidata":"https://www.wikidata.org/wiki/Q230883","display_name":"Quantum state","level":3,"score":0.25360000133514404},{"id":"https://openalex.org/C38369872","wikidata":"https://www.wikidata.org/wiki/Q7445009","display_name":"Security analysis","level":2,"score":0.2524999976158142},{"id":"https://openalex.org/C190463098","wikidata":"https://www.wikidata.org/wiki/Q2081419","display_name":"Quantum technology","level":4,"score":0.251800000667572}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21227/7tcw-hq97","is_oa":true,"landing_page_url":"https://doi.org/10.21227/7tcw-hq97","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.21227/7tcw-hq97","is_oa":true,"landing_page_url":"https://doi.org/10.21227/7tcw-hq97","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"\"Continuous-variable":[0],"quantum":[1,7,27,35,62,80,92,129,176,189],"key":[2],"distribution":[3],"(CV-QKD)":[4],"is":[5],"a":[6,34],"communication":[8,190],"technology":[9],"that":[10,43,108,166],"offers":[11],"an":[12],"unconditional":[13],"security":[14,46,187],"guarantee.":[15],"However,":[16],"the":[17,45,88,132,137,145,148,167,185],"practical":[18,186],"deployment":[19,180],"of":[20,47,147,175,188],"CV-QKD":[21,49],"systems":[22],"remains":[23],"vulnerable":[24],"to":[25,67],"various":[26,151],"attacks.":[28],"In":[29,51],"this":[30],"paper,":[31],"we":[32,142],"propose":[33],"machine":[36],"learning":[37],"(QML)-based":[38],"attack":[39,72],"detection":[40,73,162,174],"framework":[41],"(QML-ADF)":[42],"safeguards":[44],"high-rate":[48],"systems.":[50],"particular,":[52],"two":[53],"alternative":[54],"QML":[55,112],"models\\u2014quantum":[56],"support":[57],"vector":[58],"machines":[59],"(QSVM)":[60],"and":[61,70,85,97,117,126,160],"neural":[63],"networks":[64],"(QNN)\\u2014are":[65],"developed":[66],"perform":[68],"noise-resistant":[69],"feature-aware":[71],"before":[74],"conventional":[75],"data":[76,81],"postprocessing.":[77],"Leveraging":[78],"feature-rich":[79],"from":[82],"Gaussian":[83],"modulation":[84],"homodyne":[86],"detection,":[87],"QML-ADF":[89,149,168],"effectively":[90],"detects":[91],"attacks,":[93,130],"including":[94],"both":[95,115,124],"known":[96,125],"unknown":[98],"types":[99],"defined":[100],"by":[101],"these":[102],"distinctive":[103],"features.":[104],"The":[105],"results":[106],"indicate":[107],"all":[109],"twelve":[110],"distinct":[111],"variants":[113],"for":[114],"QSVM":[116,134],"QNN":[118,139],"exhibit":[119],"remarkable":[120],"performance":[121,146],"in":[122],"detecting":[123],"previously":[127],"undiscovered":[128],"with":[131],"best-performing":[133],"variant":[135],"outperforming":[136],"top":[138],"counterpart.":[140],"Furthermore,":[141],"systematically":[143],"evaluate":[144],"under":[150,178],"physically":[152],"interpretable":[153],"noise":[154],"backends,":[155],"demonstrating":[156],"its":[157],"strong":[158],"robustness":[159],"superior":[161],"performance.":[163],"We":[164],"anticipate":[165],"will":[169],"not":[170],"only":[171],"enable":[172],"robust":[173],"attacks":[177],"realistic":[179],"conditions":[181],"but":[182],"also":[183],"strengthen":[184],"systems.\"":[191]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
