{"id":"https://openalex.org/W7131362729","doi":"https://doi.org/10.1007/s10618-026-01192-0","title":"Hybrid federated continual graph contrastive learning for evolving money laundering threats","display_name":"Hybrid federated continual graph contrastive learning for evolving money laundering threats","publication_year":2026,"publication_date":"2026-02-25","ids":{"openalex":"https://openalex.org/W7131362729","doi":"https://doi.org/10.1007/s10618-026-01192-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-026-01192-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-026-01192-0","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","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/A5126759343","display_name":"Zarka Bashir","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Zarka Bashir","raw_affiliation_strings":["Indian Institute of Technology, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034834663","display_name":"Mridula Verma","orcid":"https://orcid.org/0000-0002-9772-240X"},"institutions":[{"id":"https://openalex.org/I150312865","display_name":"Institute for Development and Research in Banking Technology","ror":"https://ror.org/00ta0g865","country_code":"IN","type":"government","lineage":["https://openalex.org/I150312865"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mridula Verma","raw_affiliation_strings":["Institute for Development and Research in Banking Technology, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Institute for Development and Research in Banking Technology, Hyderabad, India","institution_ids":["https://openalex.org/I150312865"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126772276","display_name":"C. Krishna Mohan","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C. Krishna Mohan","raw_affiliation_strings":["Indian Institute of Technology, Hyderabad, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034834663"],"corresponding_institution_ids":["https://openalex.org/I150312865"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.67918839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"40","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11838","display_name":"Crime, Illicit Activities, and Governance","score":0.7457000017166138,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11838","display_name":"Crime, Illicit Activities, and Governance","score":0.7457000017166138,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.05999999865889549,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.014100000262260437,"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/exploit","display_name":"Exploit","score":0.5947999954223633},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.5821999907493591},{"id":"https://openalex.org/keywords/money-laundering","display_name":"Money laundering","score":0.5807999968528748},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.5335999727249146},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4900999963283539},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4478999972343445},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.41760000586509705},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.40560001134872437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8553000092506409},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5947999954223633},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.5821999907493591},{"id":"https://openalex.org/C2780005421","wikidata":"https://www.wikidata.org/wiki/Q151900","display_name":"Money laundering","level":2,"score":0.5807999968528748},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.5335999727249146},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4900999963283539},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.454800009727478},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4526999890804291},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4478999972343445},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.41760000586509705},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.40560001134872437},{"id":"https://openalex.org/C2780741293","wikidata":"https://www.wikidata.org/wiki/Q4818019","display_name":"Attack patterns","level":3,"score":0.33329999446868896},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3328999876976013},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.32829999923706055},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.32820001244544983},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.3224000036716461},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2964000105857849},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2957000136375427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29490000009536743},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.2736000120639801},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.2732999920845032},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.2685999870300293},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2612999975681305},{"id":"https://openalex.org/C127722929","wikidata":"https://www.wikidata.org/wiki/Q7833714","display_name":"Transaction data","level":3,"score":0.26109999418258667},{"id":"https://openalex.org/C16311509","wikidata":"https://www.wikidata.org/wiki/Q4148050","display_name":"Dependency graph","level":3,"score":0.2597000002861023},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10618-026-01192-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-026-01192-0","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5475984215736389,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W2473930607","https://openalex.org/W2560647685","https://openalex.org/W2895699061","https://openalex.org/W2963072899","https://openalex.org/W2998313947","https://openalex.org/W3036446966","https://openalex.org/W3045814490","https://openalex.org/W3087775916","https://openalex.org/W3120816783","https://openalex.org/W3172710079","https://openalex.org/W3173747377","https://openalex.org/W3188982020","https://openalex.org/W3197475757","https://openalex.org/W3206310679","https://openalex.org/W3211488663","https://openalex.org/W4205257794","https://openalex.org/W4210304984","https://openalex.org/W4210705716","https://openalex.org/W4214662032","https://openalex.org/W4283807278","https://openalex.org/W4311080353","https://openalex.org/W4323312758","https://openalex.org/W4378506766","https://openalex.org/W4382239622","https://openalex.org/W4382318655","https://openalex.org/W4385282405","https://openalex.org/W4385767978","https://openalex.org/W4388099759","https://openalex.org/W4389887818","https://openalex.org/W4391549720","https://openalex.org/W4392173735","https://openalex.org/W4393140163","https://openalex.org/W4393159712","https://openalex.org/W4393161202","https://openalex.org/W4396896497","https://openalex.org/W4399531961","https://openalex.org/W4400679353","https://openalex.org/W4400910424","https://openalex.org/W4401443421","https://openalex.org/W4401863549","https://openalex.org/W4402194596","https://openalex.org/W4402803808","https://openalex.org/W4405511152","https://openalex.org/W4405863024","https://openalex.org/W4406264506","https://openalex.org/W4406461040","https://openalex.org/W4406921686","https://openalex.org/W4406982854","https://openalex.org/W4408145018","https://openalex.org/W4408677297","https://openalex.org/W4408803564","https://openalex.org/W4411383096","https://openalex.org/W4411725779","https://openalex.org/W4412864797","https://openalex.org/W4413363655","https://openalex.org/W4413385672","https://openalex.org/W4414265888","https://openalex.org/W7084049301","https://openalex.org/W7123351083"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-26T06:29:33.603293","created_date":"2026-02-25T00:00:00"}
