{"id":"https://openalex.org/W4411072914","doi":"https://doi.org/10.32604/cmc.2025.064696","title":"SA-WGAN Based Data Enhancement Method for Industrial Internet Intrusion Detection","display_name":"SA-WGAN Based Data Enhancement Method for Industrial Internet Intrusion Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411072914","doi":"https://doi.org/10.32604/cmc.2025.064696"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2025.064696","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.064696","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.32604/cmc.2025.064696","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101762214","display_name":"Yuan Feng","orcid":"https://orcid.org/0000-0002-3786-6743"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yuan Feng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007277915","display_name":"Yajie Si","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yajie Si","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326962","display_name":"Jianwei Zhang","orcid":"https://orcid.org/0000-0002-2103-7473"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jianwei Zhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110366242","display_name":"Zengyu Cai","orcid":"https://orcid.org/0000-0002-3441-467X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zengyu Cai","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5032760499","display_name":"Hongying Zhao","orcid":"https://orcid.org/0000-0001-7495-1261"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongying Zhao","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101762214"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5567,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84395499,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"84","issue":"3","first_page":"4431","last_page":"4449"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.6913999915122986,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.6913999915122986,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.6534000039100647,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.6111999750137329,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7269483804702759},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6381625533103943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5323660373687744},{"id":"https://openalex.org/keywords/intrusion","display_name":"Intrusion","score":0.47689154744148254},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3735977113246918},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1699603796005249},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13997340202331543}],"concepts":[{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7269483804702759},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6381625533103943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5323660373687744},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.47689154744148254},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3735977113246918},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1699603796005249},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13997340202331543},{"id":"https://openalex.org/C17409809","wikidata":"https://www.wikidata.org/wiki/Q161764","display_name":"Geochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2025.064696","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.064696","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2025.064696","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.064696","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2056716515","https://openalex.org/W2766296277","https://openalex.org/W2896206046","https://openalex.org/W2971749073","https://openalex.org/W2982853004","https://openalex.org/W3014524176","https://openalex.org/W3033728179","https://openalex.org/W3086638135","https://openalex.org/W3116162736","https://openalex.org/W3125251876","https://openalex.org/W3154594794","https://openalex.org/W3197213531","https://openalex.org/W3205323312","https://openalex.org/W4210861456","https://openalex.org/W4220818970","https://openalex.org/W4282930719","https://openalex.org/W4285731979","https://openalex.org/W4287447855","https://openalex.org/W4292787714","https://openalex.org/W4306650020","https://openalex.org/W4367555812","https://openalex.org/W4386850845","https://openalex.org/W4388505134"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2364419519","https://openalex.org/W2133389611","https://openalex.org/W2360767377","https://openalex.org/W2017948608","https://openalex.org/W2360951146"],"abstract_inverted_index":{"With":[0],"the":[1,5,8,25,32,39,60,74,110,119,144,148,151,154,160,165,170,185,210,217],"rapid":[2],"development":[3],"of":[4,27,34,78,202,216],"industrial":[6,28,61],"Internet,":[7],"network":[9],"security":[10,26],"environment":[11],"has":[12],"become":[13],"increasingly":[14],"complex":[15],"and":[16,113,176,205,208,213],"variable.":[17],"Intrusion":[18],"detection,":[19],"a":[20,52,65,92,96],"core":[21],"technology":[22],"for":[23,43,56,129,194],"ensuring":[24,168],"control":[29],"systems,":[30],"faces":[31],"challenge":[33],"unbalanced":[35,84],"data":[36,53,112,131,137,155,187,204],"samples,":[37],"particularly":[38],"low":[40,75],"detection":[41,58,76,86,192,219],"rates":[42,77],"minority":[44,79,198],"class":[45,80],"attack":[46,81,195],"samples.":[47],"Therefore,":[48],"this":[49],"paper":[50],"proposes":[51],"enhancement":[54,188],"method":[55,90,189],"intrusion":[57,85,124,218],"in":[59,83],"Internet":[62],"based":[63,158],"on":[64,159],"Self-Attention":[66],"Wasserstein":[67,97],"Generative":[68,98],"Adversarial":[69,99],"Network":[70,100],"(SA-WGAN)":[71],"to":[72,117,123,142,178],"address":[73],"samples":[82,138,172,196],"scenarios.":[87],"The":[88,102,133],"proposed":[89],"integrates":[91],"self-attention":[93,103,166],"mechanism":[94,104],"with":[95],"(WGAN).":[101],"automatically":[105],"learns":[106],"important":[107],"features":[108,121,162],"from":[109,197],"input":[111],"assigns":[114],"different":[115],"weights":[116],"emphasize":[118],"key":[120,161],"related":[122],"behaviors,":[125],"providing":[126],"strong":[127],"guidance":[128],"subsequent":[130],"generation.":[132],"WGAN":[134,152],"generates":[135],"new":[136],"through":[139],"adversarial":[140],"training":[141],"expand":[143],"original":[145],"dataset.":[146],"In":[147],"SA-WGAN":[149],"framework,":[150],"directs":[153],"generation":[156],"process":[157],"extracted":[163],"by":[164],"mechanism,":[167],"that":[169,184],"generated":[171],"exhibit":[173],"both":[174],"diversity":[175],"similarity":[177],"real":[179],"data.":[180],"Experimental":[181],"results":[182],"demonstrate":[183],"SA-WGAN-based":[186],"significantly":[190],"improves":[191],"performance":[193,215],"classes,":[199],"addresses":[200],"issues":[201],"insufficient":[203],"category":[206],"imbalance,":[207],"enhances":[209],"generalization":[211],"ability":[212],"overall":[214],"model.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}