{"id":"https://openalex.org/W4388946146","doi":"https://doi.org/10.1145/3633514","title":"EtherShield: Time-interval Analysis for Detection of Malicious Behavior on Ethereum","display_name":"EtherShield: Time-interval Analysis for Detection of Malicious Behavior on Ethereum","publication_year":2023,"publication_date":"2023-11-23","ids":{"openalex":"https://openalex.org/W4388946146","doi":"https://doi.org/10.1145/3633514"},"language":"en","primary_location":{"id":"doi:10.1145/3633514","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633514","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet Technology","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/A5011650048","display_name":"Bofeng Pan","orcid":"https://orcid.org/0000-0001-9840-0675"},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Bofeng Pan","raw_affiliation_strings":["Department of Computer Science, University of Saskatchewan, Canada"],"raw_orcid":"https://orcid.org/0000-0001-9840-0675","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Saskatchewan, Canada","institution_ids":["https://openalex.org/I32625721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042013797","display_name":"Natalia Stakhanova","orcid":"https://orcid.org/0000-0003-1923-319X"},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Natalia Stakhanova","raw_affiliation_strings":["Department of Computer Science, University of Saskatchewan, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1923-319X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Saskatchewan, Canada","institution_ids":["https://openalex.org/I32625721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040221369","display_name":"Zhongwen Zhu","orcid":"https://orcid.org/0000-0003-0850-2710"},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zhongwen Zhu","raw_affiliation_strings":["Ericsson, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0850-2710","affiliations":[{"raw_affiliation_string":"Ericsson, Canada","institution_ids":["https://openalex.org/I4210094041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011650048"],"corresponding_institution_ids":["https://openalex.org/I32625721"],"apc_list":null,"apc_paid":null,"fwci":4.8114,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.95484626,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"24","issue":"1","first_page":"1","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.9925000071525574,"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"}},"topics":[{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.9925000071525574,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.977400004863739,"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":0.8559620380401611},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.6263527274131775},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.468608021736145},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3251802325248718},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05771532654762268}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8559620380401611},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.6263527274131775},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.468608021736145},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3251802325248718},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05771532654762268},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3633514","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633514","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1543330234","https://openalex.org/W1930624869","https://openalex.org/W2468480579","https://openalex.org/W2527193322","https://openalex.org/W2596034521","https://openalex.org/W2777624116","https://openalex.org/W2805827286","https://openalex.org/W2811124557","https://openalex.org/W2889740224","https://openalex.org/W2905447857","https://openalex.org/W2914452207","https://openalex.org/W2921674422","https://openalex.org/W2951659295","https://openalex.org/W2960678361","https://openalex.org/W2963610883","https://openalex.org/W2964144608","https://openalex.org/W2968035976","https://openalex.org/W2976093982","https://openalex.org/W2990806707","https://openalex.org/W3006668450","https://openalex.org/W3025628692","https://openalex.org/W3037049659","https://openalex.org/W3087349682","https://openalex.org/W3103843811","https://openalex.org/W3104801135","https://openalex.org/W3110705828","https://openalex.org/W3151050225","https://openalex.org/W3155395560","https://openalex.org/W3157553154","https://openalex.org/W3166674362","https://openalex.org/W3173722796","https://openalex.org/W3177457598","https://openalex.org/W3179573039","https://openalex.org/W4220899772","https://openalex.org/W4225359667","https://openalex.org/W4241866033","https://openalex.org/W4289117580","https://openalex.org/W4289548059","https://openalex.org/W4315746341","https://openalex.org/W4366310696","https://openalex.org/W4367046738"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Advances":[0],"in":[1,16,52],"blockchain":[2,13,54],"technology":[3,36],"have":[4,25],"attracted":[5],"significant":[6],"attention":[7],"across":[8],"the":[9,35,39,53,74,97,135],"world.":[10],"The":[11,32,101],"practical":[12],"applications":[14],"emerging":[15],"various":[17,89],"domains,":[18],"ranging":[19],"from":[20],"finance,":[21],"healthcare,":[22],"and":[23,82,93,154],"entertainment,":[24],"quickly":[26],"become":[27],"attractive":[28],"targets":[29],"for":[30,69],"adversaries.":[31],"novelty":[33],"of":[34,42,91,99,137,150,160],"coupled":[37],"with":[38,116,147,157],"high":[40,142],"degree":[41],"anonymity":[43],"it":[44],"provides":[45],"made":[46,57],"malicious":[47,71,138],"activities":[48],"even":[49],"less":[50,118],"visible":[51],"environment.":[55],"This":[56,62],"their":[58],"robust":[59],"detection":[60,136],"challenging.":[61],"article":[63],"presents":[64],"EtherShield,":[65],"a":[66],"novel":[67],"approach":[68],"identifying":[70],"activity":[72,139],"on":[73],"Ethereum":[75,127],"blockchain.":[76],"By":[77],"combining":[78],"temporal":[79],"transaction":[80,151,161],"information":[81],"contract":[83],"code":[84],"characteristics,":[85],"EtherShield":[86,106,131],"can":[87,132],"detect":[88],"types":[90],"threats":[92],"provide":[94],"insight":[95],"into":[96],"behavior":[98],"contracts.":[100],"time-interval-based":[102],"analysis":[103],"used":[104],"by":[105],"enables":[107],"expedited":[108],"detection,":[109],"achieving":[110],"comparable":[111],"accuracy":[112,143,146,156],"to":[113],"other":[114],"approaches":[115],"significantly":[117,133],"data.":[119],"Our":[120],"validation":[121],"analysis,":[122],"which":[123],"involved":[124],"over":[125],"15,000":[126],"accounts,":[128],"demonstrated":[129],"that":[130],"expedite":[134],"while":[140],"maintaining":[141],"levels":[144],"(86.52%":[145],"1":[148,158],"hour":[149],"history":[152,162],"data":[153],"91.33%":[155],"year":[159],"data).":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
