{"id":"https://openalex.org/W4385901228","doi":"https://doi.org/10.1109/sera57763.2023.10197816","title":"Detection of a Novel Object-Detection-Based Cheat Tool for First-Person Shooter Games Using Machine Learning","display_name":"Detection of a Novel Object-Detection-Based Cheat Tool for First-Person Shooter Games Using Machine Learning","publication_year":2023,"publication_date":"2023-05-23","ids":{"openalex":"https://openalex.org/W4385901228","doi":"https://doi.org/10.1109/sera57763.2023.10197816"},"language":"en","primary_location":{"id":"doi:10.1109/sera57763.2023.10197816","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera57763.2023.10197816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA)","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":null,"display_name":"Zhang Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I158123994","display_name":"Toyo University","ror":"https://ror.org/059d6yn51","country_code":"JP","type":"education","lineage":["https://openalex.org/I158123994"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Zhang Xiao","raw_affiliation_strings":["Toyo University,Graduate School of Information Sciences and Arts,Saitama,Japan","Graduate School of Information Sciences and Arts, Toyo University, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Toyo University,Graduate School of Information Sciences and Arts,Saitama,Japan","institution_ids":["https://openalex.org/I158123994"]},{"raw_affiliation_string":"Graduate School of Information Sciences and Arts, Toyo University, Saitama, Japan","institution_ids":["https://openalex.org/I158123994"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110227863","display_name":"Takaaki Goto","orcid":"https://orcid.org/0009-0000-1450-235X"},"institutions":[{"id":"https://openalex.org/I158123994","display_name":"Toyo University","ror":"https://ror.org/059d6yn51","country_code":"JP","type":"education","lineage":["https://openalex.org/I158123994"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takaaki Goto","raw_affiliation_strings":["Toyo University,Faculty of Information Sciences and Arts,Saitama,Japan","Faculty of Information Sciences and Arts, Toyo University, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Toyo University,Faculty of Information Sciences and Arts,Saitama,Japan","institution_ids":["https://openalex.org/I158123994"]},{"raw_affiliation_string":"Faculty of Information Sciences and Arts, Toyo University, Saitama, Japan","institution_ids":["https://openalex.org/I158123994"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001735719","display_name":"Partha Ghosh","orcid":"https://orcid.org/0000-0003-4808-3370"},"institutions":[{"id":"https://openalex.org/I99601430","display_name":"Maulana Abul Kalam Azad University of Technology, West Bengal","ror":"https://ror.org/030tcae29","country_code":"IN","type":"education","lineage":["https://openalex.org/I99601430"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Partha Ghosh","raw_affiliation_strings":["Academy of Technology,Department of Computer Science and Engineering,West Bengal,India","Department of Computer Science and Engineering, Academy of Technology, West Bengal, India"],"affiliations":[{"raw_affiliation_string":"Academy of Technology,Department of Computer Science and Engineering,West Bengal,India","institution_ids":["https://openalex.org/I99601430"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Academy of Technology, West Bengal, India","institution_ids":["https://openalex.org/I99601430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043861833","display_name":"Tadaaki Kirishima","orcid":null},"institutions":[{"id":"https://openalex.org/I158123994","display_name":"Toyo University","ror":"https://ror.org/059d6yn51","country_code":"JP","type":"education","lineage":["https://openalex.org/I158123994"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tadaaki Kirishima","raw_affiliation_strings":["Toyo University,Faculty of Information Sciences and Arts,Saitama,Japan","Faculty of Information Sciences and Arts, Toyo University, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Toyo University,Faculty of Information Sciences and Arts,Saitama,Japan","institution_ids":["https://openalex.org/I158123994"]},{"raw_affiliation_string":"Faculty of Information Sciences and Arts, Toyo University, Saitama, Japan","institution_ids":["https://openalex.org/I158123994"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108791422","display_name":"Kensei Tsuchida","orcid":null},"institutions":[{"id":"https://openalex.org/I158123994","display_name":"Toyo University","ror":"https://ror.org/059d6yn51","country_code":"JP","type":"education","lineage":["https://openalex.org/I158123994"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kensei Tsuchida","raw_affiliation_strings":["Toyo University,Faculty of Information Sciences and Arts,Saitama,Japan","Faculty of Information Sciences and Arts, Toyo University, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Toyo University,Faculty of Information Sciences and Arts,Saitama,Japan","institution_ids":["https://openalex.org/I158123994"]},{"raw_affiliation_string":"Faculty of Information Sciences and Arts, Toyo University, Saitama, Japan","institution_ids":["https://openalex.org/I158123994"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158123994"],"apc_list":null,"apc_paid":null,"fwci":0.1719,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55950359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"389","last_page":"394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9987999796867371,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9987999796867371,"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/T11197","display_name":"Digital Games and Media","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11705","display_name":"Gambling Behavior and Treatments","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cheating","display_name":"Cheating","score":0.970618486404419},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7829850912094116},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7119181156158447},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6091127991676331},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5596543550491333},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.45333558320999146},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.44697391986846924},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44126665592193604},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4137468636035919},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.1905917227268219},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07972773909568787},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06991294026374817}],"concepts":[{"id":"https://openalex.org/C2778024590","wikidata":"https://www.wikidata.org/wiki/Q2357432","display_name":"Cheating","level":2,"score":0.970618486404419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7829850912094116},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7119181156158447},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6091127991676331},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5596543550491333},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.45333558320999146},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44697391986846924},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44126665592193604},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4137468636035919},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.1905917227268219},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07972773909568787},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06991294026374817},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sera57763.2023.10197816","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera57763.2023.10197816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACIS 21st International Conference on Software Engineering Research, Management and Applications (SERA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2150285857","https://openalex.org/W2358790390","https://openalex.org/W3085658362","https://openalex.org/W3133084627","https://openalex.org/W3159416126","https://openalex.org/W6682286664","https://openalex.org/W6783250992","https://openalex.org/W6791132680"],"related_works":["https://openalex.org/W2012288173","https://openalex.org/W1968538666","https://openalex.org/W2097662580","https://openalex.org/W3199302685","https://openalex.org/W2344072770","https://openalex.org/W2389163612","https://openalex.org/W2065650938","https://openalex.org/W2365256465","https://openalex.org/W4292830139","https://openalex.org/W4319309705"],"abstract_inverted_index":{"Detection":[0],"of":[1,29,37],"novel":[2],"game":[3,30,67],"cheating":[4,14,49,55,96],"tools":[5,15,97],"is":[6,82],"critical":[7],"for":[8,45,57,63],"ensuring":[9],"fair":[10],"online":[11],"play.":[12],"Such":[13],"are":[16],"visual-based":[17],"and":[18,35,69],"effectively":[19],"avoid":[20],"detection":[21,80],"because":[22],"they":[23],"do":[24],"not":[25],"change":[26],"the":[27,33,66],"data":[28],"software.":[31],"With":[32],"development":[34],"popularity":[36],"artificial":[38],"intelligence":[39],"technology,":[40],"it":[41],"has":[42],"become":[43],"easier":[44],"individuals":[46],"to":[47,93],"develop":[48],"tools,":[50],"such":[51],"as":[52],"a":[53,77],"new":[54,78,95],"tool":[56],"first-person":[58],"shooter":[59],"games":[60],"that":[61],"searches":[62],"characters":[64],"on":[65,99],"screen":[68],"automatically":[70],"targets":[71],"them.":[72],"Therefore,":[73],"in":[74],"this":[75],"study,":[76],"cheat":[79],"method":[81,89],"proposed":[83,88],"using":[84],"machine":[85],"learning.":[86],"The":[87],"can":[90],"be":[91],"used":[92],"detect":[94],"based":[98],"object":[100],"detection.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}