{"id":"https://openalex.org/W4321488562","doi":"https://doi.org/10.1109/icoin56518.2023.10048979","title":"AI BOX: Artificial intelligence-based autonomous abnormal network traffic response mechanism","display_name":"AI BOX: Artificial intelligence-based autonomous abnormal network traffic response mechanism","publication_year":2023,"publication_date":"2023-01-11","ids":{"openalex":"https://openalex.org/W4321488562","doi":"https://doi.org/10.1109/icoin56518.2023.10048979"},"language":"en","primary_location":{"id":"doi:10.1109/icoin56518.2023.10048979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin56518.2023.10048979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5111862021","display_name":"Jiann-Liang Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jiann-Liang Chen","raw_affiliation_strings":["NTUST (National Taiwan University of Science and Technology),Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, NTUST (National Taiwan University of Science and Technology), Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTUST (National Taiwan University of Science and Technology),Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Department of Electrical Engineering, NTUST (National Taiwan University of Science and Technology), Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079985319","display_name":"Zheng-Zhun Chen","orcid":"https://orcid.org/0000-0003-1666-3485"},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Zheng-Zhun Chen","raw_affiliation_strings":["ITRI (Industrial Technology Research Institute),Hsinchu,Taiwan","ITRI (Industrial Technology Research Institute), Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITRI (Industrial Technology Research Institute),Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210148468"]},{"raw_affiliation_string":"ITRI (Industrial Technology Research Institute), Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077735509","display_name":"Youg-Sheng Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Youg-Sheng Chang","raw_affiliation_strings":["ITRI (Industrial Technology Research Institute),Hsinchu,Taiwan","ITRI (Industrial Technology Research Institute), Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITRI (Industrial Technology Research Institute),Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210148468"]},{"raw_affiliation_string":"ITRI (Industrial Technology Research Institute), Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064125058","display_name":"Ching-Iang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Iang Li","raw_affiliation_strings":["ITRI (Industrial Technology Research Institute),Hsinchu,Taiwan","ITRI (Industrial Technology Research Institute), Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITRI (Industrial Technology Research Institute),Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210148468"]},{"raw_affiliation_string":"ITRI (Industrial Technology Research Institute), Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026762943","display_name":"Tien-I Kao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tien-I Kao","raw_affiliation_strings":["ITRI (Industrial Technology Research Institute),Hsinchu,Taiwan","ITRI (Industrial Technology Research Institute), Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ITRI (Industrial Technology Research Institute),Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210148468"]},{"raw_affiliation_string":"ITRI (Industrial Technology Research Institute), Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101691127","display_name":"Yu-Ting Lin","orcid":"https://orcid.org/0000-0003-3679-2823"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Ting Lin","raw_affiliation_strings":["NTUST (National Taiwan University of Science and Technology),Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, NTUST (National Taiwan University of Science and Technology), Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTUST (National Taiwan University of Science and Technology),Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Department of Electrical Engineering, NTUST (National Taiwan University of Science and Technology), Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110961483","display_name":"Yu-Yi Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Yi Xiao","raw_affiliation_strings":["NTUST (National Taiwan University of Science and Technology),Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, NTUST (National Taiwan University of Science and Technology), Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTUST (National Taiwan University of Science and Technology),Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Department of Electrical Engineering, NTUST (National Taiwan University of Science and Technology), Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007399396","display_name":"Jian-Fu Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jian-Fu Qiu","raw_affiliation_strings":["NTUST (National Taiwan University of Science and Technology),Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, NTUST (National Taiwan University of Science and Technology), Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTUST (National Taiwan University of Science and Technology),Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I154864474"]},{"raw_affiliation_string":"Department of Electrical Engineering, NTUST (National Taiwan University of Science and Technology), Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"592","last_page":"595"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9993000030517578,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7696394920349121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6472420692443848},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6070197820663452},{"id":"https://openalex.org/keywords/interrupt","display_name":"Interrupt","score":0.5815711617469788},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.505912721157074},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47368788719177246},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.4228544235229492},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32135891914367676},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.2898416221141815},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21641770005226135}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7696394920349121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6472420692443848},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6070197820663452},{"id":"https://openalex.org/C41661131","wikidata":"https://www.wikidata.org/wiki/Q220764","display_name":"Interrupt","level":3,"score":0.5815711617469788},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.505912721157074},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47368788719177246},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.4228544235229492},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32135891914367676},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.2898416221141815},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21641770005226135},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icoin56518.2023.10048979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin56518.2023.10048979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W3822628","https://openalex.org/W1930624869","https://openalex.org/W2343828539","https://openalex.org/W2591712613","https://openalex.org/W2911964244","https://openalex.org/W2921708219","https://openalex.org/W2980576170","https://openalex.org/W2982682021","https://openalex.org/W3043077209","https://openalex.org/W3156726139","https://openalex.org/W4281569045"],"related_works":["https://openalex.org/W2360660751","https://openalex.org/W2003685302","https://openalex.org/W2961085424","https://openalex.org/W2352562690","https://openalex.org/W4306674287","https://openalex.org/W3213382970","https://openalex.org/W4226474339","https://openalex.org/W4384302192","https://openalex.org/W4308734192","https://openalex.org/W3216930273"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"artificial":[4,11,29,137],"intelligence-based":[5],"approach":[6],"to":[7,44,56,65,94],"detecting":[8],"intrusions.":[9],"The":[10,128],"intelligence":[12,30,52,138],"analyses":[13],"intercepted":[14],"packets":[15],"and":[16,70,83,98,109,122],"detect":[17,57],"the":[18,33,116,134],"presence":[19],"of":[20,136],"network":[21,25,34,78],"attacks":[22,75],"or":[23,39,47,61],"abnormal":[24],"traffic":[26,35],"based":[27],"on":[28],"algorithms.":[31],"If":[32],"behavior":[36],"is":[37],"unnatural":[38],"disruptive,":[40],"it":[41,49],"decides":[42],"whether":[43],"interrupt,":[45],"modify":[46],"isolate":[48],"immediately.":[50],"Artificial":[51],"models":[53],"are":[54],"used":[55],"anomalies.":[58],"It":[59,86],"enables":[60],"restricts":[62],"data":[63,96],"transmission":[64],"secure":[66],"information":[67],"technology":[68],"(IT)":[69],"operational":[71],"(OT)":[72],"devices":[73],"against":[74],"from":[76],"anomalous":[77],"traffic,":[79],"system":[80],"outages,":[81],"betrayal,":[82],"other":[84],"threats.":[85],"can":[87],"also":[88],"move":[89],"freely":[90],"between":[91],"heterogeneous":[92],"networks":[93],"support":[95],"processing":[97],"transformation.":[99],"We":[100,114],"have":[101],"developed":[102],"machine":[103],"learning":[104],"models,":[105],"packet":[106],"tracking":[107],"capabilities,":[108],"AI":[110,129],"BOX":[111,130],"environment":[112],"options.":[113],"trained":[115],"model":[117],"using":[118],"two":[119],"public":[120],"datasets":[121],"obtained":[123],"a":[124],"99.9%":[125],"prediction":[126],"accuracy.":[127],"device":[131],"successfully":[132],"tested":[133],"effect":[135],"models.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
