{"id":"https://openalex.org/W4393146154","doi":"https://doi.org/10.1109/ants59832.2023.10468937","title":"Deep CNN Based Anomaly Detection in Centralized Metaverse Environment","display_name":"Deep CNN Based Anomaly Detection in Centralized Metaverse Environment","publication_year":2023,"publication_date":"2023-12-17","ids":{"openalex":"https://openalex.org/W4393146154","doi":"https://doi.org/10.1109/ants59832.2023.10468937"},"language":"en","primary_location":{"id":"doi:10.1109/ants59832.2023.10468937","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants59832.2023.10468937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","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/A5071261948","display_name":"Brij B. Gupta","orcid":"https://orcid.org/0000-0003-4929-4698"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Brij B. Gupta","raw_affiliation_strings":["Asia University,Department of Computer Science and Information Engineering,Taichung,Taiwan,413"],"affiliations":[{"raw_affiliation_string":"Asia University,Department of Computer Science and Information Engineering,Taichung,Taiwan,413","institution_ids":["https://openalex.org/I143578492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042846465","display_name":"Akshat Gaurav","orcid":"https://orcid.org/0000-0002-5796-9424"},"institutions":[{"id":"https://openalex.org/I4210147267","display_name":"Ronin Institute","ror":"https://ror.org/04awze035","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210147267"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akshat Gaurav","raw_affiliation_strings":["Ronin Institute,Montclair,NJ,USA"],"affiliations":[{"raw_affiliation_string":"Ronin Institute,Montclair,NJ,USA","institution_ids":["https://openalex.org/I4210147267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086102702","display_name":"Kwok Tai Chui","orcid":"https://orcid.org/0000-0001-7992-9901"},"institutions":[{"id":"https://openalex.org/I8679417","display_name":"Hong Kong Metropolitan University","ror":"https://ror.org/0349bsm71","country_code":"HK","type":"education","lineage":["https://openalex.org/I8679417"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kwok Tai Chui","raw_affiliation_strings":["Hong Kong Metropolitan University (HKMU)"],"affiliations":[{"raw_affiliation_string":"Hong Kong Metropolitan University (HKMU)","institution_ids":["https://openalex.org/I8679417"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071261948"],"corresponding_institution_ids":["https://openalex.org/I143578492"],"apc_list":null,"apc_paid":null,"fwci":0.5237,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73459639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9733999967575073,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9488999843597412,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6963498592376709},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.675894558429718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3281731605529785},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32128196954727173}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6963498592376709},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.675894558429718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3281731605529785},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32128196954727173}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ants59832.2023.10468937","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ants59832.2023.10468937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2065462850","https://openalex.org/W2229135539","https://openalex.org/W3030975546","https://openalex.org/W3162767125","https://openalex.org/W3176886883","https://openalex.org/W4200570922","https://openalex.org/W4206484811","https://openalex.org/W4213101073","https://openalex.org/W4226006905","https://openalex.org/W4226255406","https://openalex.org/W4226277686","https://openalex.org/W4281918165","https://openalex.org/W4285145111","https://openalex.org/W4285232663","https://openalex.org/W4293773367","https://openalex.org/W4296654860","https://openalex.org/W4304588370","https://openalex.org/W4306860847","https://openalex.org/W4308222667","https://openalex.org/W4313470825","https://openalex.org/W4319319240","https://openalex.org/W4319991324","https://openalex.org/W4366774922","https://openalex.org/W4384301599","https://openalex.org/W4387026832"],"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":{"In":[0,65],"the":[1,36,56,92,108,117],"continually":[2],"expanding":[3],"area":[4],"of":[5,38,51,95,111],"centralized":[6],"metaverse":[7,96,105],"environments,":[8],"safeguarding":[9],"against":[10],"digital":[11],"threats":[12],"remains":[13],"a":[14,20,29,48,66,78],"top":[15],"priority.":[16],"This":[17,98],"paper":[18],"presents":[19],"model":[21,43,72],"based":[22],"on":[23],"advanced":[24],"deep":[25,70,112],"learning":[26],"techniques,":[27],"specifically":[28],"Convolutional":[30],"Neural":[31,80],"Network":[32],"(CNN),":[33],"designed":[34],"for":[35],"purpose":[37],"identifying":[39],"unusual":[40],"patterns.":[41],"Our":[42],"showcases":[44],"remarkable":[45],"performance,":[46],"achieving":[47],"final":[49],"accuracy":[50],"around":[52],"94.73%":[53],"and":[54,77,89],"minimizing":[55],"test":[57],"loss":[58],"to":[59,85,91,101,120],"0.206631":[60],"throughout":[61],"ten":[62],"training":[63],"sessions.":[64],"comparative":[67],"examination,":[68],"our":[69],"CNN":[71,113],"surpasses":[73],"traditional":[74],"Logistic":[75],"Regression":[76],"Feedforward":[79],"Network,":[81],"underscoring":[82,107],"its":[83],"ability":[84],"discern":[86],"intricate":[87],"patterns":[88],"adapt":[90],"complex":[93],"dynamics":[94],"data.":[97,122],"research":[99],"contributes":[100],"bolstering":[102],"security":[103],"in":[104,115],"platforms,":[106],"pivotal":[109],"role":[110],"models":[114],"confronting":[116],"complexities":[118],"tied":[119],"high-dimensional":[121]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}