{"id":"https://openalex.org/W4413543553","doi":"https://doi.org/10.3389/frai.2025.1648609","title":"Federated quantum-inspired anomaly detection using collaborative neural clients","display_name":"Federated quantum-inspired anomaly detection using collaborative neural clients","publication_year":2025,"publication_date":"2025-08-25","ids":{"openalex":"https://openalex.org/W4413543553","doi":"https://doi.org/10.3389/frai.2025.1648609","pmid":"https://pubmed.ncbi.nlm.nih.gov/40932890"},"language":"en","primary_location":{"id":"doi:10.3389/frai.2025.1648609","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2025.1648609","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2025.1648609/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2025.1648609/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083074675","display_name":"Deepthi Godavarthi","orcid":"https://orcid.org/0000-0003-0712-6899"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"id":"https://openalex.org/I4401726783","display_name":"VIT-AP University","ror":"https://ror.org/007v4hf75","country_code":null,"type":"education","lineage":["https://openalex.org/I4401726783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepthi Godavarthi","raw_affiliation_strings":["School of Computer Science and Engineering (SCOPE), VIT-AP University, Amaravati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering (SCOPE), VIT-AP University, Amaravati, India","institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119418750","display_name":"Venkata Charan Sathvik Rekapalli","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"id":"https://openalex.org/I4401726783","display_name":"VIT-AP University","ror":"https://ror.org/007v4hf75","country_code":null,"type":"education","lineage":["https://openalex.org/I4401726783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Venkata Charan Sathvik Rekapalli","raw_affiliation_strings":["School of Computer Science and Engineering (SCOPE), VIT-AP University, Amaravati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering (SCOPE), VIT-AP University, Amaravati, India","institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sribidhya Mohanty","orcid":null},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sribidhya Mohanty","raw_affiliation_strings":["Department of Electronics and Communication Engineering, (Graphic era Deemed to be University), Dehradun, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, (Graphic era Deemed to be University), Dehradun, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119418751","display_name":"J. V. S. D. Vigneswara Jaswanth","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"id":"https://openalex.org/I4401726783","display_name":"VIT-AP University","ror":"https://ror.org/007v4hf75","country_code":null,"type":"education","lineage":["https://openalex.org/I4401726783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. V. S. D. Vigneswara Jaswanth","raw_affiliation_strings":["School of Computer Science and Engineering (SCOPE), VIT-AP University, Amaravati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering (SCOPE), VIT-AP University, Amaravati, India","institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119418752","display_name":"Dinesh Polisetty","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"id":"https://openalex.org/I4401726783","display_name":"VIT-AP University","ror":"https://ror.org/007v4hf75","country_code":null,"type":"education","lineage":["https://openalex.org/I4401726783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dinesh Polisetty","raw_affiliation_strings":["School of Computer Science and Engineering (SCOPE), VIT-AP University, Amaravati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering (SCOPE), VIT-AP University, Amaravati, India","institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066330045","display_name":"Bibhuti Bhusan Dash","orcid":"https://orcid.org/0000-0001-8786-137X"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bibhuti Bhusan Dash","raw_affiliation_strings":["School of Computer Applications, KIIT Deemed to be University, Bhubaneswar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Applications, KIIT Deemed to be University, Bhubaneswar, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069138900","display_name":"Fernando Moreira","orcid":"https://orcid.org/0000-0002-0816-1445"},"institutions":[{"id":"https://openalex.org/I4210153204","display_name":"Universidade Portucalense","ror":"https://ror.org/05wm6p530","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210153204"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Fernando Moreira","raw_affiliation_strings":["REMIT, Universidade Portucalense, Porto, Portugal","REMIT,IJP, University Portucalense, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REMIT, Universidade Portucalense, Porto, Portugal","institution_ids":["https://openalex.org/I4210153204"]},{"raw_affiliation_string":"REMIT,IJP, University Portucalense, Porto, Portugal","institution_ids":["https://openalex.org/I4210153204"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5069138900"],"corresponding_institution_ids":["https://openalex.org/I4210153204"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":2.1377,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89956803,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"1648609","last_page":"1648609"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.38019999861717224,"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":0.38019999861717224,"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":0.16820000112056732,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.03280000016093254,"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/anomaly-detection","display_name":"Anomaly detection","score":0.7415065765380859},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5661879181861877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5137282609939575},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.4976072609424591},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3466728627681732},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.136835515499115},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.06830841302871704}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7415065765380859},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5661879181861877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5137282609939575},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.4976072609424591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3466728627681732},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.136835515499115},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.06830841302871704}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/frai.2025.1648609","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2025.1648609","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2025.1648609/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},{"id":"pmid:40932890","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40932890","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in artificial intelligence","raw_type":null},{"id":"pmh:oai:doaj.org/article:d7d1eb2e08b94192ae309f7fc27f5365","is_oa":true,"landing_page_url":"https://doaj.org/article/d7d1eb2e08b94192ae309f7fc27f5365","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Artificial Intelligence, Vol 8 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12418598","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12418598/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Artif Intell","raw_type":"Text"},{"id":"pmh:oai:repositorio.upt.pt:11328/6649","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2025.1648609.","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.3389/frai.2025.1648609","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2025.1648609","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2025.1648609/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8321195254","display_name":null,"funder_award_id":"UID/05105","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413543553.pdf","grobid_xml":"https://content.openalex.org/works/W4413543553.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2516809705","https://openalex.org/W2559394418","https://openalex.org/W2701059868","https://openalex.org/W2752689052","https://openalex.org/W2783522756","https://openalex.org/W2792946961","https://openalex.org/W2798434869","https://openalex.org/W2897230576","https://openalex.org/W2912213068","https://openalex.org/W2912592113","https://openalex.org/W2962862931","https://openalex.org/W2995022099","https://openalex.org/W3016704251","https://openalex.org/W3021654819","https://openalex.org/W3038028469","https://openalex.org/W3182125009","https://openalex.org/W4210793036","https://openalex.org/W4254911096","https://openalex.org/W4289825396","https://openalex.org/W4300686971","https://openalex.org/W4318619660","https://openalex.org/W4386947892","https://openalex.org/W4392943668","https://openalex.org/W4402676749","https://openalex.org/W4403127754","https://openalex.org/W4406676442","https://openalex.org/W4410342228"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":{"Introduction:":[0],"The":[1,106,162,177,221,232,285,317],"fusion":[2],"of":[3,18,28,71,101,121,130,158,228,245,344,370],"deep-learning-based":[4],"and":[5,44,48,69,96,172,294,301,311,314,340],"federated":[6,86,356],"methods":[7],"has":[8,54],"brought":[9],"great":[10],"progress":[11],"in":[12,76,201,281,325,333],"anomaly":[13,90,289,360],"detection.":[14],"Yet":[15],"the":[16,147,154,156,159,169,174,188,202,210,214,260,303,320,368],"systems":[17],"today":[19],"still":[20],"suffer":[21],"from":[22],"certain":[23],"glaring":[24],"issues.":[25],"First,":[26],"aggregation":[27],"data":[29,94,132,145,247,345],"on":[30,110,126,182,274],"a":[31,82,111,270,297,326,354,364],"central":[32],"entity":[33],"poses":[34],"dangerous":[35],"privacy":[36,268,343],"hazards.":[37],"Second,":[38],"such":[39,72,280],"models":[40],"could":[41,223],"not":[42,136],"scale":[43],"adapt":[45],"to":[46,58,65,89,135,146,194,217,226,276,322],"heterogeneous":[47],"distributed":[49,238,327,375],"environments.":[50],"Lastly,":[51],"fine":[52],"consideration":[53,273],"hardly":[55],"been":[56],"given":[57],"quantum-inspired":[59,85,306],"computational":[60],"paradigms":[61,200],"that":[62,92,242,259],"may":[63],"promise":[64],"improve":[66],"both":[67],"speed":[68],"security":[70],"systems.":[73,377],"To":[74],"fill":[75],"these":[77,165],"gaps,":[78],"this":[79],"research":[80],"proposes":[81],"completely":[83],"novel":[84],"learning":[87,236,357],"approach":[88,286,358],"detection":[91,230,290,361],"keeps":[93],"private":[95,128,246],"allows":[97,287,308],"for":[98,299,309],"further":[99,312,366],"implementations":[100],"quantum":[102,198,206,371],"computing":[103,372],"applications.":[104],"Methods:":[105],"proposed":[107],"system":[108,216,233],"works":[109],"client-server":[112],"architecture":[113,189],"comprising":[114],"multiple":[115,292],"clients,":[116],"which":[117,275],"either":[118],"run":[119],"training":[120],"local":[122,166],"feedforward":[123],"neural":[124],"networks":[125],"different":[127],"subsets":[129],"their":[131],"or":[133,251],"choose":[134],"participate":[137],"during":[138],"an":[139],"iteration.":[140],"Clients":[141],"never":[142],"pass":[143],"raw":[144],"server":[148,155,163],"but":[149],"instead":[150],"alternate":[151],"by":[152,168],"sending":[153],"parameters":[157],"trained":[160],"model.":[161,176],"aggregates":[164],"updates":[167],"FedAvg":[170],"algorithm":[171],"produces":[173],"global":[175],"present":[178],"implementation":[179],"focuses":[180],"mainly":[181],"utilizing":[183],"classical":[184],"deep":[185],"learning;":[186],"however,":[187],"is":[190,346],"made":[191],"flexible":[192],"enough":[193],"intertwine":[195],"smoothly":[196],"with":[197],"machine-learning":[199],"future,":[203],"thus":[204],"enabling":[205],"technological":[207],"enhancement":[208],"down":[209],"road":[211],"without":[212],"requiring":[213],"entire":[215],"be":[218,331],"rebuilt.":[219],"Results:":[220],"framework":[222,261,298],"produce":[224],"up":[225],"79%":[227],"anomalous":[229],"accuracy.":[231],"had":[234],"effective":[235],"across":[237,291],"clients":[239],"whilst":[240],"ensuring":[241],"no":[243],"piece":[244],"was":[248],"being":[249],"shared":[250],"spilled":[252],"(exposed)":[253],"between":[254],"clients.":[255],"These":[256],"results":[257],"ensured":[258],"maintained":[262],"its":[263,267],"performance":[264],"while":[265,362],"keeping":[266],"intact,":[269],"very":[271],"crucial":[272],"ever":[277],"really":[278],"deploy":[279],"sensitive":[282],"areas.":[283],"Discussion:":[284],"privacy-preserving":[288],"domains":[293,336],"serves":[295],"as":[296],"enlarging":[300],"scaling":[302],"system.":[304],"Being":[305],"compatible":[307],"future-proofing":[310],"expediting":[313],"enhancing":[315],"security.":[316],"system,":[318],"having":[319],"capability":[321],"securely":[323],"work":[324],"manner,":[328],"can,":[329],"thus,":[330],"utilized":[332],"critical":[334],"information":[335],"like":[337],"cybersecurity,":[338],"finance,":[339],"healthcare,":[341],"where":[342],"deemed":[347],"extremely":[348],"important.":[349],"This":[350],"work,":[351],"thereby,":[352],"offers":[353],"useful":[355],"towards":[359,367],"going":[363],"step":[365],"incorporation":[369],"into":[373],"secure,":[374],"AI":[376]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}