{"id":"https://openalex.org/W4392445576","doi":"https://doi.org/10.1145/3616901.3616932","title":"ChainDetector: Identifying Anonymous Blockchain Traffic","display_name":"ChainDetector: Identifying Anonymous Blockchain Traffic","publication_year":2023,"publication_date":"2023-04-14","ids":{"openalex":"https://openalex.org/W4392445576","doi":"https://doi.org/10.1145/3616901.3616932"},"language":"en","primary_location":{"id":"doi:10.1145/3616901.3616932","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3616901.3616932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Frontiers of Artificial Intelligence and Machine Learning","raw_type":"proceedings-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/A5019609381","display_name":"Shi Peng Li","orcid":"https://orcid.org/0000-0001-7427-7211"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shi Peng Li","raw_affiliation_strings":["University of Electronic Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0000-0001-7427-7211","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385323","display_name":"Ying Xie","orcid":"https://orcid.org/0009-0008-7829-018X"},"institutions":[{"id":"https://openalex.org/I6645349","display_name":"Southwest Minzu University","ror":"https://ror.org/04gaexw88","country_code":"CN","type":"education","lineage":["https://openalex.org/I6645349"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Xie","raw_affiliation_strings":["Southwest Minzu University, China"],"raw_orcid":"https://orcid.org/0000-0001-8382-2656","affiliations":[{"raw_affiliation_string":"Southwest Minzu University, China","institution_ids":["https://openalex.org/I6645349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090730320","display_name":"Xuyang Ding","orcid":"https://orcid.org/0000-0002-8785-9015"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Yang Ding","raw_affiliation_strings":["University of Electronic Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0000-0002-8785-9015","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102840038","display_name":"Xu Yang","orcid":"https://orcid.org/0009-0007-9539-3554"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Yang","raw_affiliation_strings":["University of Electronic Science and Technology of China, China"],"raw_orcid":"https://orcid.org/0009-0007-9539-3554","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019609381"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21028546,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"136","last_page":"139"},"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":1.0,"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":1.0,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9994000196456909,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9991000294685364,"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":0.9177572727203369},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6961576342582703},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5462937951087952}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9177572727203369},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6961576342582703},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5462937951087952}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3616901.3616932","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3616901.3616932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 International Conference on Frontiers of Artificial Intelligence and Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1521553548","https://openalex.org/W2061892850","https://openalex.org/W2121973001","https://openalex.org/W2133473417","https://openalex.org/W2539190473","https://openalex.org/W2905447857","https://openalex.org/W2942890744","https://openalex.org/W2949330846","https://openalex.org/W2953225812","https://openalex.org/W3002972450","https://openalex.org/W3035366542","https://openalex.org/W3155854917","https://openalex.org/W4247785355","https://openalex.org/W6659540277"],"related_works":["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","https://openalex.org/W2989851257"],"abstract_inverted_index":{"Blockchain":[0],"is":[1],"promised":[2],"for":[3,85,134],"a":[4,25,83],"wide":[5],"range":[6],"of":[7,15,104,118,137],"applications":[8],"in":[9,28,121],"fields":[10],"such":[11,38],"as":[12,39],"the":[13,29,59,101,114,122],"Internet":[14],"Things":[16],"and":[17,41,54,61,73,92,108,116],"cryptocurrencies.":[18],"Properly":[19],"utilized,":[20],"blockchain":[21,49,105,119,138],"technology":[22],"can":[23,129],"play":[24],"positive":[26],"role":[27],"social":[30],"economy.":[31],"However,":[32],"there":[33],"are":[34],"many":[35],"gray":[36],"industries,":[37],"gambling":[40],"money":[42],"laundering,":[43],"which":[44],"also":[45],"build":[46],"an":[47],"anonymous":[48,71,78,87,97],"to":[50,112],"start":[51],"illegal":[52],"acts,":[53],"cause":[55],"negative":[56],"effects":[57],"on":[58,69],"economy":[60],"society.":[62],"There":[63],"has":[64],"not":[65],"been":[66],"any":[67],"research":[68],"detecting":[70,86],"blockchains":[72,88],"discovering":[74,93],"nodes":[75,94],"that":[76,95,127],"use":[77,96,109],"blockchains.":[79,98],"We":[80,99],"propose":[81],"ChainDetector,":[82],"technique":[84],"using":[89],"network":[90],"traffic":[91,102,120],"exploit":[100],"features":[103],"at":[106],"runtime":[107],"CNN":[110],"models":[111],"train":[113],"identification":[115,132],"discovery":[117],"network.":[123],"The":[124],"results":[125],"show":[126],"we":[128],"achieve":[130],"96%":[131],"accuracy":[133],"some":[135],"types":[136],"traffic.":[139]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}