{"id":"https://openalex.org/W4318773669","doi":"https://doi.org/10.1080/09540091.2022.2163983","title":"Improving transaction safety via anti-fraud protection based on blockchain","display_name":"Improving transaction safety via anti-fraud protection based on blockchain","publication_year":2023,"publication_date":"2023-02-01","ids":{"openalex":"https://openalex.org/W4318773669","doi":"https://doi.org/10.1080/09540091.2022.2163983"},"language":"en","primary_location":{"id":"doi:10.1080/09540091.2022.2163983","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2022.2163983","pdf_url":null,"source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/09540091.2022.2163983","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025812546","display_name":"Yong Ren","orcid":"https://orcid.org/0000-0003-2217-0927"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Ren","raw_affiliation_strings":["Applied Technology College of Soochow University, Suzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Technology College of Soochow University, Suzhou, People's Republic of China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025812546","display_name":"Yong Ren","orcid":"https://orcid.org/0000-0003-2217-0927"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Ren","raw_affiliation_strings":["Applied Technology College of Soochow University, Suzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Technology College of Soochow University, Suzhou, People's Republic of China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086487604","display_name":"Yan Ren","orcid":"https://orcid.org/0000-0003-1149-9153"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Ren","raw_affiliation_strings":["Applied Technology College of Soochow University, Suzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Technology College of Soochow University, Suzhou, People's Republic of China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086487604","display_name":"Yan Ren","orcid":"https://orcid.org/0000-0003-1149-9153"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Ren","raw_affiliation_strings":["Applied Technology College of Soochow University, Suzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Technology College of Soochow University, Suzhou, People's Republic of China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112893058","display_name":"Hongwei Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwei Tian","raw_affiliation_strings":["Applied Technology College of Soochow University, Suzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Technology College of Soochow University, Suzhou, People's Republic of China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101887494","display_name":"Wei Song","orcid":"https://orcid.org/0000-0001-7513-5645"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Song","raw_affiliation_strings":["Applied Technology College of Soochow University, Suzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Technology College of Soochow University, Suzhou, People's Republic of China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001863019","display_name":"Yanhong Yang","orcid":"https://orcid.org/0000-0003-2917-5130"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanhong Yang","raw_affiliation_strings":["Applied Technology College of Soochow University, Suzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Technology College of Soochow University, Suzhou, People's Republic of China","institution_ids":["https://openalex.org/I3923682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5025812546","https://openalex.org/A5086487604"],"corresponding_institution_ids":["https://openalex.org/I3923682"],"apc_list":{"value":1270,"currency":"USD","value_usd":1270},"apc_paid":{"value":1270,"currency":"USD","value_usd":1270},"fwci":7.0487,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96770071,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"35","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9976000189781189,"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/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/blockchain","display_name":"Blockchain","score":0.789350152015686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7589407563209534},{"id":"https://openalex.org/keywords/cryptocurrency","display_name":"Cryptocurrency","score":0.682309627532959},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6166671514511108},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.5658369660377502},{"id":"https://openalex.org/keywords/immutability","display_name":"Immutability","score":0.4535350799560547},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.4463841915130615},{"id":"https://openalex.org/keywords/smart-contract","display_name":"Smart contract","score":0.438018798828125},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10273575782775879}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.789350152015686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7589407563209534},{"id":"https://openalex.org/C180706569","wikidata":"https://www.wikidata.org/wiki/Q13479982","display_name":"Cryptocurrency","level":2,"score":0.682309627532959},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6166671514511108},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.5658369660377502},{"id":"https://openalex.org/C2776126399","wikidata":"https://www.wikidata.org/wiki/Q3942906","display_name":"Immutability","level":3,"score":0.4535350799560547},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.4463841915130615},{"id":"https://openalex.org/C2779950589","wikidata":"https://www.wikidata.org/wiki/Q7544035","display_name":"Smart contract","level":3,"score":0.438018798828125},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10273575782775879},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/09540091.2022.2163983","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2022.2163983","pdf_url":null,"source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:783eb38dd1be43d9a43052ca328bc96f","is_oa":true,"landing_page_url":"https://doaj.org/article/783eb38dd1be43d9a43052ca328bc96f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Connection Science, Vol 35, Iss 1 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/09540091.2022.2163983","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2022.2163983","pdf_url":null,"source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1968817125","https://openalex.org/W2134144792","https://openalex.org/W2285233685","https://openalex.org/W2432436793","https://openalex.org/W2485524656","https://openalex.org/W2519625522","https://openalex.org/W2522684508","https://openalex.org/W2527999453","https://openalex.org/W2591882872","https://openalex.org/W2593875029","https://openalex.org/W2769470793","https://openalex.org/W2792088634","https://openalex.org/W2793196814","https://openalex.org/W2807955733","https://openalex.org/W2810325854","https://openalex.org/W2883979693","https://openalex.org/W2892922781","https://openalex.org/W2897450989","https://openalex.org/W2898069736","https://openalex.org/W2898516482","https://openalex.org/W2942805196","https://openalex.org/W2949848919","https://openalex.org/W2950858241","https://openalex.org/W2963433607","https://openalex.org/W2965852592","https://openalex.org/W2970732929","https://openalex.org/W2996846171","https://openalex.org/W3092351461","https://openalex.org/W3162558883","https://openalex.org/W3197649213","https://openalex.org/W3208441233","https://openalex.org/W4200514525","https://openalex.org/W4220993330","https://openalex.org/W4283313520","https://openalex.org/W4294250498"],"related_works":["https://openalex.org/W4303984095","https://openalex.org/W3092702943","https://openalex.org/W4297798448","https://openalex.org/W4388187043","https://openalex.org/W4285161539","https://openalex.org/W2982625131","https://openalex.org/W4320715980","https://openalex.org/W3130746757","https://openalex.org/W3122124622","https://openalex.org/W3150062897"],"abstract_inverted_index":{"Financial":[0],"enterprises":[1],"generate":[2],"profits":[3],"based":[4,53],"on":[5],"economic":[6,30],"development.":[7],"More":[8],"importantly,":[9],"a":[10,49,78,163],"healthy":[11],"market":[12],"is":[13,37,85,91,103,114],"difficult":[14],"to":[15,18,21,39,60,80,106,119,134,166,175],"achieve":[16],"due":[17],"their":[19],"susceptibility":[20],"the":[22,41,45,69,72,83,95,100,107,110,136,167,176],"parasitic":[23],"credit":[24,170],"card":[25,171],"fraud":[26,152],"transactions":[27,172],"that":[28,156],"accompany":[29],"growth,":[31],"unless":[32],"an":[33,139],"effective":[34,140],"anti-counterfeiting":[35,143],"technology":[36],"developed":[38],"alleviate":[40],"issue.":[42],"To":[43],"solve":[44],"problem,":[46],"we":[47],"propose":[48],"gradient-boosting":[50],"decision":[51],"tree":[52],"anti-fraud":[54,65],"protection":[55],"with":[56,145,158,173],"blockchain":[57,97,121],"Technology,":[58],"referred":[59],"as":[61,68],"GBDT-APBT,":[62],"which":[63],"treats":[64],"transaction":[66,84],"model":[67,102,113],"accumulation":[70],"of":[71,169],"classfiers'":[73],"weakness":[74],"and":[75,109,129,141,148],"builds":[76],"up":[77],"classifiers'":[79],"judge":[81],"whether":[82],"fraudulent.":[86],"Each":[87],"user's":[88],"private":[89],"data":[90],"trained":[92,101],"offline":[93],"at":[94],"local":[96],"node,":[98],"then":[99],"directly":[104],"uploaded":[105],"cloud,":[108],"final":[111],"consensus":[112],"obtained":[115],"by":[116],"voting.":[117],"Due":[118],"incorporating":[120],"technology,":[122],"GBDT-APBT":[123,161],"demonstrates":[124],"decentralisation,":[125],"openness,":[126],"autonomy,":[127],"anonymity,":[128],"immutability,":[130],"showing":[131],"its":[132],"ability":[133],"satisfying":[135],"demand":[137],"for":[138],"beneficial":[142],"system,":[144],"high":[146],"performance":[147],"effectiveness":[149],"in":[150],"detecting":[151],"information.":[153],"Experiments":[154],"show":[155],"compared":[157],"other":[159],"methods,":[160],"offers":[162],"promising":[164],"approach":[165],"security":[168],"reference":[174],"detection":[177],"accuracy.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
