{"id":"https://openalex.org/W4391129848","doi":"https://doi.org/10.1109/ictc58733.2023.10393637","title":"Intelligent Anomaly Detection System for Critical Network Infrastructure","display_name":"Intelligent Anomaly Detection System for Critical Network Infrastructure","publication_year":2023,"publication_date":"2023-10-11","ids":{"openalex":"https://openalex.org/W4391129848","doi":"https://doi.org/10.1109/ictc58733.2023.10393637"},"language":"en","primary_location":{"id":"doi:10.1109/ictc58733.2023.10393637","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ictc58733.2023.10393637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5041628116","display_name":"Boo Geum Jung","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Boo Geum Jung","raw_affiliation_strings":["ETRI,Defense ICT Convergence Research Sec.,Daejeon,South Korea","Defense ICT Convergence Research Sec., ETRI, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETRI,Defense ICT Convergence Research Sec.,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Defense ICT Convergence Research Sec., ETRI, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063118370","display_name":"Jinhyuk Yim","orcid":"https://orcid.org/0000-0001-5139-305X"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinhyuk Yim","raw_affiliation_strings":["ETRI,Defense ICT Convergence Research Sec.,Daejeon,South Korea","Defense ICT Convergence Research Sec., ETRI, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETRI,Defense ICT Convergence Research Sec.,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Defense ICT Convergence Research Sec., ETRI, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003953322","display_name":"Yoon-Sik Yoo","orcid":"https://orcid.org/0000-0003-3672-824X"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yoon-Sik Yoo","raw_affiliation_strings":["ETRI,Defense ICT Convergence Research Sec.,Daejeon,South Korea","Defense ICT Convergence Research Sec., ETRI, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETRI,Defense ICT Convergence Research Sec.,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Defense ICT Convergence Research Sec., ETRI, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005511954","display_name":"KangWoon Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"KangWoon Hong","raw_affiliation_strings":["ETRI,Defense ICT Convergence Research Sec.,Daejeon,South Korea","Defense ICT Convergence Research Sec., ETRI, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETRI,Defense ICT Convergence Research Sec.,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Defense ICT Convergence Research Sec., ETRI, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070995894","display_name":"Jongkuk Lee","orcid":"https://orcid.org/0000-0002-4762-318X"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jongkuk Lee","raw_affiliation_strings":["ETRI,Defense ICT Convergence Research Sec.,Daejeon,South Korea","Defense ICT Convergence Research Sec., ETRI, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETRI,Defense ICT Convergence Research Sec.,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Defense ICT Convergence Research Sec., ETRI, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040439444","display_name":"HeaSook Park","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"HeaSook Park","raw_affiliation_strings":["ETRI,Defense Safety Convergence Div.,Daejeon,South Korea","Defense Safety Convergence Div., ETRI, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETRI,Defense Safety Convergence Div.,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Defense Safety Convergence Div., ETRI, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22992978,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1410","last_page":"1412"},"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":0.9983000159263611,"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/autoencoder","display_name":"Autoencoder","score":0.7736759185791016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.764075517654419},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7628841400146484},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7406364679336548},{"id":"https://openalex.org/keywords/anomaly-based-intrusion-detection-system","display_name":"Anomaly-based intrusion detection system","score":0.6050722599029541},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5815966725349426},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4696981906890869},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4647573232650757},{"id":"https://openalex.org/keywords/critical-infrastructure","display_name":"Critical infrastructure","score":0.44915902614593506},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.44824182987213135},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4468753933906555},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4360574781894684},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4349600076675415},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32588183879852295},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2673691511154175}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7736759185791016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.764075517654419},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7628841400146484},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7406364679336548},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.6050722599029541},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5815966725349426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4696981906890869},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4647573232650757},{"id":"https://openalex.org/C29852176","wikidata":"https://www.wikidata.org/wiki/Q373338","display_name":"Critical infrastructure","level":2,"score":0.44915902614593506},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.44824182987213135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4468753933906555},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4360574781894684},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4349600076675415},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32588183879852295},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2673691511154175},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc58733.2023.10393637","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ictc58733.2023.10393637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W3203072121","https://openalex.org/W3213692590","https://openalex.org/W4210793970","https://openalex.org/W4238473723"],"related_works":["https://openalex.org/W2337148208","https://openalex.org/W3004832009","https://openalex.org/W3036013726","https://openalex.org/W1971929717","https://openalex.org/W2061466315","https://openalex.org/W2355532322","https://openalex.org/W2368329025","https://openalex.org/W3157271777","https://openalex.org/W2534684341","https://openalex.org/W1485296229"],"abstract_inverted_index":{"With":[0],"the":[1,25,75,85,112,116,131,137],"development":[2],"of":[3,118],"ICT":[4],"technology,":[5],"attempts":[6],"to":[7,11,78,130],"apply":[8],"artificial":[9],"intelligence":[10],"cyber":[12],"security":[13],"are":[14,20,90,128],"increasing.":[15],"The":[16],"most":[17],"relevant":[18],"applications":[19],"intrusion":[21,26],"detection":[22,27,98,126],"systems.":[23],"Traditionally,":[24],"system":[28,134],"is":[29,44,50,60],"based":[30],"on":[31],"known":[32],"signatures.":[33],"However,":[34],"as":[35],"attack":[36],"techniques":[37],"become":[38],"more":[39],"sophisticated,":[40],"detecting":[41],"unknown":[42],"attacks":[43],"becoming":[45],"an":[46,68,96,101,103],"important":[47],"issue.":[48],"It":[49],"especially":[51],"needed":[52],"for":[53],"critical":[54],"network":[55,58,93,132],"infrastructure":[56,138],"where":[57],"reliability":[59],"crucial.":[61],"Therefore,":[62],"in":[63],"this":[64],"paper,":[65],"we":[66],"describe":[67],"Intelligent":[69],"Anomaly":[70,125],"Detection":[71],"System(IADS)":[72],"that":[73,136],"learns":[74,107],"normal":[76,86],"state":[77],"find":[79],"and":[80,110],"remove":[81],"abnormalities":[82],"different":[83],"from":[84,92],"state.":[87],"First,":[88],"features":[89],"extracted":[91],"traffic.":[94,113],"Next,":[95],"anomaly":[97],"function":[99],"using":[100],"Autoencoder,":[102],"unsupervised":[104],"learning-based":[105],"algorithm":[106],"without":[108],"labels":[109],"discriminates":[111],"We":[114],"validate":[115],"performance":[117],"developed":[119],"systems":[120],"by":[121],"generating":[122],"labeled":[123],"datasets.":[124],"results":[127],"notified":[129],"management":[133],"so":[135],"can":[139],"remain":[140],"secure.":[141]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}