{"id":"https://openalex.org/W4393278659","doi":"https://doi.org/10.3390/fi16040113","title":"Research on Blockchain Transaction Privacy Protection Methods Based on Deep Learning","display_name":"Research on Blockchain Transaction Privacy Protection Methods Based on Deep Learning","publication_year":2024,"publication_date":"2024-03-28","ids":{"openalex":"https://openalex.org/W4393278659","doi":"https://doi.org/10.3390/fi16040113"},"language":"en","primary_location":{"id":"doi:10.3390/fi16040113","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16040113","pdf_url":"https://www.mdpi.com/1999-5903/16/4/113/pdf?version=1711618670","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/16/4/113/pdf?version=1711618670","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100691319","display_name":"Jun Li","orcid":"https://orcid.org/0000-0002-6239-2922"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Li","raw_affiliation_strings":["School of Information Management, Beijing Information Science and Technology University, Beijing 100192, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Beijing Information Science and Technology University, Beijing 100192, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337319","display_name":"Chenyang Zhang","orcid":"https://orcid.org/0000-0002-7627-6359"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Zhang","raw_affiliation_strings":["School of Information Management, Beijing Information Science and Technology University, Beijing 100192, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Beijing Information Science and Technology University, Beijing 100192, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101609539","display_name":"Jianyi Zhang","orcid":"https://orcid.org/0000-0001-8765-053X"},"institutions":[{"id":"https://openalex.org/I79516672","display_name":"University of Louisiana at Lafayette","ror":"https://ror.org/01x8rc503","country_code":"US","type":"education","lineage":["https://openalex.org/I2799628689","https://openalex.org/I79516672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianyi Zhang","raw_affiliation_strings":["School of Computing and Informatics, The University of Louisiana at Lafayette, Lafayette, LA 70504, USA"],"raw_orcid":"https://orcid.org/0000-0001-8765-053X","affiliations":[{"raw_affiliation_string":"School of Computing and Informatics, The University of Louisiana at Lafayette, Lafayette, LA 70504, USA","institution_ids":["https://openalex.org/I79516672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102436546","display_name":"Yanhua Shao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanhua Shao","raw_affiliation_strings":["National Computer System Engineering Research Institute of China, Beijing 100083, China","National Computer System Engineering Research Institute of China, Beijing 100083, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Computer System Engineering Research Institute of China, Beijing 100083, China","institution_ids":[]},{"raw_affiliation_string":"National Computer System Engineering Research Institute of China, Beijing 100083, China;","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100691319"],"corresponding_institution_ids":["https://openalex.org/I78675632"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.9449,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87331027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"16","issue":"4","first_page":"113","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.996999979019165,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.996999979019165,"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":0.9962000250816345,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9726999998092651,"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/blockchain","display_name":"Blockchain","score":0.9406104683876038},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9125540256500244},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.6802792549133301},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6089288592338562},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.5928130149841309},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3480350971221924},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.32760781049728394},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.22742778062820435}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9406104683876038},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9125540256500244},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.6802792549133301},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6089288592338562},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.5928130149841309},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3480350971221924},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.32760781049728394},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.22742778062820435}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/fi16040113","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16040113","pdf_url":"https://www.mdpi.com/1999-5903/16/4/113/pdf?version=1711618670","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:16:y:2024:i:4:p:113-:d:1365621","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/16/4/113/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:f7e1734456144ccc90ebfb37a260376a","is_oa":true,"landing_page_url":"https://doaj.org/article/f7e1734456144ccc90ebfb37a260376a","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":"Future Internet, Vol 16, Iss 4, p 113 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/fi16040113","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16040113","pdf_url":"https://www.mdpi.com/1999-5903/16/4/113/pdf?version=1711618670","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393278659.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2013686672","https://openalex.org/W2043007983","https://openalex.org/W2116341502","https://openalex.org/W2759147600","https://openalex.org/W2794643813","https://openalex.org/W2883748642","https://openalex.org/W2955349104","https://openalex.org/W3001450097","https://openalex.org/W3002513842","https://openalex.org/W3088182571","https://openalex.org/W3090105290","https://openalex.org/W3156458167","https://openalex.org/W4210300416","https://openalex.org/W4390533602"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W2953707841","https://openalex.org/W1496791764","https://openalex.org/W4318485713","https://openalex.org/W2740319091","https://openalex.org/W1979950616","https://openalex.org/W4225340788","https://openalex.org/W33899462","https://openalex.org/W1409448914"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,32,70,88,91,149,152],"challenge":[3],"of":[4,35,61,72,90,93,107,130,151],"balancing":[5],"privacy":[6,18,56],"protection":[7,19,57],"with":[8,47],"regulatory":[9,59,79,101],"oversight":[10],"in":[11],"blockchain":[12,22,36,62,108,141],"transactions,":[13],"we":[14],"propose":[15],"a":[16],"regulatable":[17],"scheme":[20,25,127],"for":[21],"transactions.":[23,94],"Our":[24,126],"utilizes":[26],"probabilistic":[27],"public-key":[28],"encryption":[29,99],"to":[30,139],"obscure":[31],"true":[33],"identities":[34,114],"transaction":[37,63,74],"participants.":[38],"By":[39,95],"integrating":[40],"commitment":[41],"schemes":[42],"and":[43,58,84,115,122,135,145],"zero-knowledge":[44],"proof":[45],"techniques":[46],"deep":[48],"learning":[49],"graph":[50],"neural":[51],"network":[52],"technology,":[53],"it":[54],"provides":[55],"analysis":[60,147],"data.":[64],"This":[65],"approach":[66],"not":[67],"only":[68],"prevents":[69],"leakage":[71],"sensitive":[73],"information,":[75],"but":[76],"also":[77],"achieves":[78],"capabilities":[80],"at":[81],"both":[82],"macro":[83],"micro":[85],"levels,":[86],"ensuring":[87],"verification":[89],"legality":[92],"adopting":[96],"an":[97],"identity-based":[98],"system,":[100],"bodies":[102],"can":[103,136],"conduct":[104],"personalized":[105],"supervision":[106],"transactions":[109],"without":[110],"storing":[111],"users\u2019":[112],"actual":[113],"key":[116,123],"data,":[117],"significantly":[118],"reducing":[119],"storage":[120],"computation":[121],"management":[124],"burdens.":[125],"is":[128],"independent":[129],"any":[131],"particular":[132],"consensus":[133],"mechanism":[134],"be":[137],"applied":[138],"current":[140],"technologies.":[142],"Simulation":[143],"experiments":[144],"complexity":[146],"demonstrate":[148],"practicality":[150],"scheme.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
