{"id":"https://openalex.org/W4401381231","doi":"https://doi.org/10.1145/3677525.3678683","title":"Detecting Suspicious Player Behavior in Web3 games: A Data-Driven Analysis of Bot Accounts","display_name":"Detecting Suspicious Player Behavior in Web3 games: A Data-Driven Analysis of Bot Accounts","publication_year":2024,"publication_date":"2024-08-07","ids":{"openalex":"https://openalex.org/W4401381231","doi":"https://doi.org/10.1145/3677525.3678683"},"language":"en","primary_location":{"id":"doi:10.1145/3677525.3678683","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677525.3678683","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Information Technology for Social Good","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3677525.3678683","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010577433","display_name":"Barbara Guidi","orcid":"https://orcid.org/0000-0002-0151-6469"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Barbara Guidi","raw_affiliation_strings":["University of Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"University of Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088118500","display_name":"Andrea Michienzi","orcid":"https://orcid.org/0000-0001-8005-8701"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Michienzi","raw_affiliation_strings":["University of Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"University of Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015647058","display_name":"Laura Ricci","orcid":"https://orcid.org/0000-0002-8179-8215"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Laura Ricci","raw_affiliation_strings":["University of Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"University of Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010577433"],"corresponding_institution_ids":["https://openalex.org/I108290504"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18785347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"364","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9983999729156494,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9983999729156494,"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":0.996999979019165,"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":0.9968000054359436,"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":0.6414971351623535}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6414971351623535}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3677525.3678683","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677525.3678683","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Information Technology for Social Good","raw_type":"proceedings-article"},{"id":"pmh:oai:arpi.unipi.it:11568/1272768","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1272768","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3677525.3678683","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677525.3678683","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Information Technology for Social Good","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1992577457","https://openalex.org/W2062015623","https://openalex.org/W2098509290","https://openalex.org/W2164998314","https://openalex.org/W2597031779","https://openalex.org/W2969971691","https://openalex.org/W2976793204","https://openalex.org/W3095518904","https://openalex.org/W3177495795","https://openalex.org/W3206800133","https://openalex.org/W4280625263","https://openalex.org/W4285126544","https://openalex.org/W4312320759","https://openalex.org/W4362648774","https://openalex.org/W4378229327"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Blockchain":[0,64],"fuelled":[1],"the":[2,13,29,33,43,53,57,73,84,96,106,111,138,151,164,172],"innovation":[3],"of":[4,42,75,98,147,157,171],"numerous":[5],"application":[6],"fields.":[7],"In":[8,113],"particular,":[9],"Web3":[10],"applications":[11],"benefit":[12],"most":[14,48],"because":[15,103],"blockchain":[16,50],"can":[17],"be":[18],"used":[19],"to":[20,69,187],"implement":[21],"a":[22,100,134],"rewarding":[23],"system":[24,102],"for":[25],"users":[26,182],"that":[27,45,181],"contribute":[28],"most,":[30],"thus":[31],"increasing":[32],"overall":[34],"social":[35,85,107],"good":[36,108],"provided":[37],"by":[38,79,110,129],"these":[39,92,188],"platforms.":[40],"One":[41],"sectors":[44],"has":[46],"benefited":[47],"from":[49],"technology":[51],"is":[52],"gaming":[54],"sector":[55],"through":[56],"so-called":[58],"Play-to-Earn":[59],"(P2E)":[60],"model.":[61],"The":[62],"P2E":[63,126],"Video":[65],"Games":[66],"allow":[67],"players":[68,158,174],"earn":[70],"rewards":[71],"in":[72,125],"form":[74],"tokens":[76],"or":[77],"NFTs,":[78],"having":[80,99],"an":[81,118],"impact":[82],"on":[83],"good.":[86],"Unfortunately,":[87],"bot":[88],"accounts":[89],"could":[90],"exploit":[91],"platforms,":[93],"which":[94],"defeats":[95],"purpose":[97],"reward":[101],"they":[104],"invalidate":[105],"introduced":[109],"rewards.":[112],"this":[114],"paper,":[115],"we":[116,142,153,167,179],"provide":[117],"analysis":[119],"geared":[120],"towards":[121],"detecting":[122],"suspicious":[123,184],"behaviour":[124,185],"blockchain-based":[127],"games":[128],"exploiting":[130],"Gods":[131],"Unchained":[132],"as":[133],"case":[135],"study.":[136],"Using":[137],"game\u2019s":[139],"official":[140],"APIs,":[141],"download":[143],"12":[144],"months\u2019":[145],"worth":[146],"players\u2019":[148,165],"activity.":[149,161,177],"Analysing":[150],"data,":[152],"detect":[154],"two":[155],"groups":[156],"with":[159,175,183],"abnormal":[160],"Additionally,":[162],"analysing":[163],"graph,":[166],"find":[168],"communities":[169],"made":[170],"best":[173],"similar":[176],"Lastly,":[178],"observe":[180],"belong":[186],"communities.":[189]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}