{"id":"https://openalex.org/W2955050922","doi":"https://doi.org/10.1109/infcomw.2019.8845213","title":"Transaction Clustering Using Network Traffic Analysis for Bitcoin and Derived Blockchains","display_name":"Transaction Clustering Using Network Traffic Analysis for Bitcoin and Derived Blockchains","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2955050922","doi":"https://doi.org/10.1109/infcomw.2019.8845213","mag":"2955050922"},"language":"en","primary_location":{"id":"doi:10.1109/infcomw.2019.8845213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcomw.2019.8845213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orbilu.uni.lu/handle/10993/39728","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072754929","display_name":"Alex Biryukov","orcid":"https://orcid.org/0000-0003-1404-6686"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Alex Biryukov","raw_affiliation_strings":["University of Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085714912","display_name":"Sergei Tikhomirov","orcid":"https://orcid.org/0000-0001-8607-2635"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Sergei Tikhomirov","raw_affiliation_strings":["University of Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8799,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.89380145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"204","last_page":"209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998999834060669,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998999834060669,"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":0.9986000061035156,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7237625122070312},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6769717931747437},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.636803388595581},{"id":"https://openalex.org/keywords/traffic-analysis","display_name":"Traffic analysis","score":0.42379891872406006},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.369589239358902},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32655012607574463},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20719057321548462},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09337955713272095}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7237625122070312},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6769717931747437},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.636803388595581},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.42379891872406006},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.369589239358902},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32655012607574463},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20719057321548462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09337955713272095}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infcomw.2019.8845213","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcomw.2019.8845213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},{"id":"pmh:oai:orbilu.uni.lu:10993/39728","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/39728","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE INFOCOM 2019 Workshop Proceedings (2019); 2nd Workshop on Cryptocurrencies and Blockchains for Distributed Systems (CryBlock) at IEEE INFOCOM 2019, Paris, France [FR], 29-04-2019","raw_type":"peer reviewed"}],"best_oa_location":{"id":"pmh:oai:orbilu.uni.lu:10993/39728","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/39728","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE INFOCOM 2019 Workshop Proceedings (2019); 2nd Workshop on Cryptocurrencies and Blockchains for Distributed Systems (CryBlock) at IEEE INFOCOM 2019, Paris, France [FR], 29-04-2019","raw_type":"peer reviewed"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W69553326","https://openalex.org/W154851090","https://openalex.org/W179922057","https://openalex.org/W1589846406","https://openalex.org/W1879677957","https://openalex.org/W2072240081","https://openalex.org/W2072266282","https://openalex.org/W2127612127","https://openalex.org/W2133576408","https://openalex.org/W2158259254","https://openalex.org/W2162297215","https://openalex.org/W2253140477","https://openalex.org/W2303253355","https://openalex.org/W2576824898","https://openalex.org/W2578650637","https://openalex.org/W2604235603","https://openalex.org/W2613137317","https://openalex.org/W2770856063","https://openalex.org/W2771228761","https://openalex.org/W2803943559","https://openalex.org/W4300913593","https://openalex.org/W4301329292","https://openalex.org/W6639332677","https://openalex.org/W6679183923","https://openalex.org/W6735520227","https://openalex.org/W6737932075","https://openalex.org/W6746022775","https://openalex.org/W6763649352","https://openalex.org/W6763964326"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2083665254","https://openalex.org/W2368431569"],"abstract_inverted_index":{"Bitcoin":[0,13,70,114],"is":[1],"a":[2,15,73,101,117,128,135],"decentralized":[3],"digital":[4],"currency":[5],"introduced":[6],"in":[7,11,69,112,161],"2008":[8],"and":[9,29,71,108,133],"launched":[10],"2009.":[12],"provides":[14],"way":[16],"to":[17,140,154],"transact":[18],"without":[19],"any":[20],"trusted":[21],"intermediary,":[22],"but":[23],"its":[24],"privacy":[25,37,59],"guarantees":[26],"are":[27],"questionable,":[28],"multiple":[30,149],"deanonymization":[31],"attacks":[32],"have":[33],"been":[34,40],"proposed.":[35],"Cryptocurrency":[36],"research":[38],"has":[39],"mostly":[41],"focused":[42],"on":[43,55,80],"blockchain":[44],"analysis,":[45],"i.e.,":[46],"extracting":[47],"information":[48,92,147],"from":[49,127,134,148],"the":[50,65,113,145],"transaction":[51,77,89],"graph.":[52],"We":[53,63,84,106],"focus":[54],"another":[56],"vector":[57],"for":[58,76],"attacks:":[60],"network":[61,81],"analysis.":[62,83],"describe":[64],"message":[66],"propagation":[67,146],"mechanics":[68],"propose":[72],"novel":[74],"technique":[75,158],"clustering":[78],"based":[79],"traffic":[82],"show":[85],"that":[86],"timings":[87],"of":[88,120],"messages":[90],"leak":[91],"about":[93],"their":[94],"origin,":[95],"which":[96,151],"can":[97],"be":[98],"exploited":[99],"by":[100],"well":[102],"connected":[103],"adversarial":[104],"node.":[105],"implement":[107],"evaluate":[109],"our":[110,123],"method":[111],"testnet":[115],"with":[116],"high":[118],"level":[119],"accuracy,":[121],"deanonymizing":[122],"own":[124],"transactions":[125],"issued":[126],"desktop":[129],"wallet":[130],"(Bitcoin":[131],"Core)":[132],"mobile":[136],"(Mycelium)":[137],"wallet.":[138],"Compared":[139],"existing":[141],"approaches,":[142],"we":[143],"leverage":[144],"peers,":[150],"allows":[152],"us":[153],"overcome":[155],"an":[156],"anti-deanonymization":[157],"(\u201cdiffusion\u201d)":[159],"used":[160],"Bitcoin.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}