{"id":"https://openalex.org/W4400810105","doi":"https://doi.org/10.1109/tdsc.2024.3431011","title":"MFGSCOPE: A Lightweight Framework for Efficient Graph-Based Analysis on Blockchain","display_name":"MFGSCOPE: A Lightweight Framework for Efficient Graph-Based Analysis on Blockchain","publication_year":2024,"publication_date":"2024-07-19","ids":{"openalex":"https://openalex.org/W4400810105","doi":"https://doi.org/10.1109/tdsc.2024.3431011"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2024.3431011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3431011","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","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/A5010840746","display_name":"Yufeng Hu","orcid":"https://orcid.org/0009-0009-5132-3284"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yufeng Hu","raw_affiliation_strings":["Department of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113295979","display_name":"Yingshi Sun","orcid":"https://orcid.org/0009-0003-7443-838X"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingshi Sun","raw_affiliation_strings":["Department of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuan Chen","orcid":"https://orcid.org/0009-0009-2321-4910"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Chen","raw_affiliation_strings":["Department of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102992154","display_name":"Zhuo Chen","orcid":"https://orcid.org/0000-0002-6829-9868"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuo Chen","raw_affiliation_strings":["Department of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056895272","display_name":"Bowen He","orcid":"https://orcid.org/0000-0001-7794-2520"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen He","raw_affiliation_strings":["Department of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065178474","display_name":"Lei Wu","orcid":"https://orcid.org/0000-0003-1675-5283"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wu","raw_affiliation_strings":["Department of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088790914","display_name":"Yajin Zhou","orcid":"https://orcid.org/0000-0001-7610-4736"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yajin Zhou","raw_affiliation_strings":["Department of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044721876","display_name":"Rui Chang","orcid":"https://orcid.org/0000-0002-0178-0171"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Chang","raw_affiliation_strings":["Department of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5010840746"],"corresponding_institution_ids":["https://openalex.org/I168879160"],"apc_list":null,"apc_paid":null,"fwci":1.366,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83741548,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"22","issue":"2","first_page":"1224","last_page":"1238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9876000285148621,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9876000285148621,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9531999826431274,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9498999714851379,"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":0.9664748907089233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5657022595405579},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.41941362619400024},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.25028595328330994},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15111485123634338}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9664748907089233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5657022595405579},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41941362619400024},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25028595328330994},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15111485123634338}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2024.3431011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3431011","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2511910633","display_name":null,"funder_award_id":"62172360","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3848079773","display_name":null,"funder_award_id":"U21A20464","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4154949110","display_name":null,"funder_award_id":"U21A20467","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2022658177","https://openalex.org/W2052569240","https://openalex.org/W2068739275","https://openalex.org/W2599536137","https://openalex.org/W2784065068","https://openalex.org/W2789063661","https://openalex.org/W2792261072","https://openalex.org/W2809544140","https://openalex.org/W2885628225","https://openalex.org/W2911390915","https://openalex.org/W2979783685","https://openalex.org/W2982359148","https://openalex.org/W3012561668","https://openalex.org/W3022662270","https://openalex.org/W3087349682","https://openalex.org/W3152829963","https://openalex.org/W3156476623","https://openalex.org/W3197269617","https://openalex.org/W3201673073","https://openalex.org/W4211068006","https://openalex.org/W4212768961","https://openalex.org/W4221142149","https://openalex.org/W4224318400","https://openalex.org/W4226411519","https://openalex.org/W4226427797","https://openalex.org/W4364323110","https://openalex.org/W4367047373","https://openalex.org/W6743836554","https://openalex.org/W6793285265"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4304136894"],"abstract_inverted_index":{"With":[0],"the":[1,4,7,14,30,49,95,99,146,153,166,183,185,192,196],"prosperity":[2],"of":[3,51,90,101,120,155,187],"blockchain":[5,194],"and":[6,21,39,54,85,106,139,177],"DeFi":[8],"ecosystem,":[9],"money":[10,40],"flow":[11,41],"activities":[12],"in":[13,111],"blockchains":[15],"are":[16],"becoming":[17],"increasingly":[18],"frequent,":[19],"complex,":[20],"diverse.":[22],"The":[23,88,123],"Money":[24],"Flow":[25],"Graph":[26],"(MFG)":[27],"serves":[28],"as":[29],"foundation":[31],"for":[32,73,82,94,127,191],"various":[33],"behavioral":[34],"analysis,":[35],"malicious":[36],"activity":[37],"detection,":[38],"tracing":[42],"tasks.":[43],"However,":[44],"traditional":[45,174],"graph":[46,149,175],"databases":[47,176],"face":[48],"issue":[50],"storage":[52,83,100,143],"requirement":[53],"performance":[55],"when":[56],"analyzing":[57],"large-scale":[58],"MFGs.":[59],"In":[60],"this":[61],"work,":[62],"we":[63,159],"present":[64,160],"<sc":[65,91,130,156,188],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[66,92,131,157,189],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">MFGScope</small>,":[67,158],"a":[68,112],"lightweight":[69],"domain-specific":[70],"framework":[71],"designed":[72],"graph-based":[74],"analysis":[75],"on":[76,165],"EVM-compatible":[77],"blockchains,":[78],"with":[79,115,195],"extensive":[80],"optimizations":[81],"efficiency":[84],"query":[86],"performance.":[87],"prototype":[89,186],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">MFGScope</small>":[93,132,190],"Ethereum":[96,193],"network":[97],"achieves":[98],"over":[102],"3":[103],"billion":[104,108],"transfers":[105],"1.7":[107],"relevant":[109],"transactions":[110],"single":[113],"instance":[114],"less":[116,142],"than":[117,135,145],"450":[118],"GB":[119],"disk":[121],"usage.":[122],"evaluation":[124],"shows":[125],"that":[126],"common":[128],"tasks,":[129],"is":[133],"more":[134],"30":[136],"times":[137],"faster":[138],"requires":[140],"78%":[141],"space":[144],"commonly":[147],"used":[148],"database":[150],"Neo4j.":[151],"For":[152],"applications":[154],"several":[161],"use":[162],"cases":[163],"based":[164],"MFG":[167],"which":[168],"cannot":[169],"be":[170,200],"performed":[171],"efficiently":[172],"using":[173],"report":[178],"interesting":[179],"findings.":[180],"To":[181],"engage":[182],"community,":[184],"complete":[197],"dataset":[198],"will":[199],"open":[201],"source.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
