{"id":"https://openalex.org/W3187784453","doi":"https://doi.org/10.1109/access.2021.3101257","title":"Cost-Effective Valuable Data Detection Based on the Reliability of Artificial Intelligence","display_name":"Cost-Effective Valuable Data Detection Based on the Reliability of Artificial Intelligence","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3187784453","doi":"https://doi.org/10.1109/access.2021.3101257","mag":"3187784453"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3101257","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3101257","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09502104.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09502104.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046821936","display_name":"Hongbi Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I162706563","display_name":"Hoseo University","ror":"https://ror.org/01qyd4k24","country_code":"KR","type":"education","lineage":["https://openalex.org/I162706563"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hongbi Kim","raw_affiliation_strings":["Department of Information Security, Hoseo University, Asan, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-9486-9035","affiliations":[{"raw_affiliation_string":"Department of Information Security, Hoseo University, Asan, South Korea","institution_ids":["https://openalex.org/I162706563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086997980","display_name":"Yong Soo Lee","orcid":"https://orcid.org/0000-0002-8550-1925"},"institutions":[{"id":"https://openalex.org/I162706563","display_name":"Hoseo University","ror":"https://ror.org/01qyd4k24","country_code":"KR","type":"education","lineage":["https://openalex.org/I162706563"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongsoo Lee","raw_affiliation_strings":["Department of Information Security, Hoseo University, Asan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Security, Hoseo University, Asan, South Korea","institution_ids":["https://openalex.org/I162706563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014030805","display_name":"Eungyu Lee","orcid":"https://orcid.org/0000-0002-4301-7705"},"institutions":[{"id":"https://openalex.org/I162706563","display_name":"Hoseo University","ror":"https://ror.org/01qyd4k24","country_code":"KR","type":"education","lineage":["https://openalex.org/I162706563"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eungyu Lee","raw_affiliation_strings":["Department of Information Security, Hoseo University, Asan, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-4301-7705","affiliations":[{"raw_affiliation_string":"Department of Information Security, Hoseo University, Asan, South Korea","institution_ids":["https://openalex.org/I162706563"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100708875","display_name":"Taejin Lee","orcid":"https://orcid.org/0000-0003-3078-3459"},"institutions":[{"id":"https://openalex.org/I162706563","display_name":"Hoseo University","ror":"https://ror.org/01qyd4k24","country_code":"KR","type":"education","lineage":["https://openalex.org/I162706563"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taejin Lee","raw_affiliation_strings":["Department of Information Security, Hoseo University, Asan, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-3078-3459","affiliations":[{"raw_affiliation_string":"Department of Information Security, Hoseo University, Asan, South Korea","institution_ids":["https://openalex.org/I162706563"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162706563"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.7743,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.8733086,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"108959","last_page":"108974"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9873999953269958,"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":0.9873999953269958,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9724000096321106,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9380999803543091,"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/computer-science","display_name":"Computer science","score":0.8517413139343262},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.7084333896636963},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7060469388961792},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6230344772338867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5553911924362183},{"id":"https://openalex.org/keywords/obstacle","display_name":"Obstacle","score":0.5113208293914795},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4568139314651489},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40913617610931396},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.25346940755844116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8517413139343262},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7084333896636963},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7060469388961792},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6230344772338867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5553911924362183},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.5113208293914795},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4568139314651489},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40913617610931396},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25346940755844116},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3101257","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3101257","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09502104.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:749ff13c17704f5ab623edb5b47467af","is_oa":true,"landing_page_url":"https://doaj.org/article/749ff13c17704f5ab623edb5b47467af","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 108959-108974 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3101257","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3101257","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09502104.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G332848790","display_name":null,"funder_award_id":"2019-0-00026","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3187784453.pdf","grobid_xml":"https://content.openalex.org/works/W3187784453.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1562353621","https://openalex.org/W2016509148","https://openalex.org/W2042742130","https://openalex.org/W2070813941","https://openalex.org/W2108235800","https://openalex.org/W2154958885","https://openalex.org/W2155926039","https://openalex.org/W2282821441","https://openalex.org/W2744338514","https://openalex.org/W2766315530","https://openalex.org/W2902977372","https://openalex.org/W2907889246","https://openalex.org/W2926701059","https://openalex.org/W2947686205","https://openalex.org/W2950754826","https://openalex.org/W2954503794","https://openalex.org/W2958992432","https://openalex.org/W2962772482","https://openalex.org/W2962862931","https://openalex.org/W2963262350","https://openalex.org/W2981731882","https://openalex.org/W2998886612","https://openalex.org/W3016266335","https://openalex.org/W3017093935","https://openalex.org/W3033950337","https://openalex.org/W3048102985","https://openalex.org/W3091163785","https://openalex.org/W3098607861","https://openalex.org/W4237604722","https://openalex.org/W4287760480","https://openalex.org/W6722226382","https://openalex.org/W6737947904","https://openalex.org/W6779127553","https://openalex.org/W6781661520"],"related_works":["https://openalex.org/W2794103424","https://openalex.org/W4245435724","https://openalex.org/W1996530509","https://openalex.org/W3028317537","https://openalex.org/W2389515972","https://openalex.org/W2055301889","https://openalex.org/W2097492617","https://openalex.org/W1505959757","https://openalex.org/W986318368","https://openalex.org/W2376554934"],"abstract_inverted_index":{"Many":[0],"previous":[1],"studies":[2],"have":[3],"investigated":[4],"applying":[5],"artificial":[6,63],"intelligence":[7,64],"(AI)":[8],"to":[9,49,77,117],"cyber":[10,18],"security.":[11],"Despite":[12],"considerable":[13],"performance":[14,132],"advantages,":[15],"AI":[16,42,50,59,85,150,158],"for":[17,58],"security":[19],"requires":[20],"final":[21,127],"confirmation":[22],"by":[23,176],"an":[24,137],"analyst,":[25],"e.g.":[26],"malware":[27,147],"misdetection":[28],"can":[29,120],"cause":[30],"significant":[31],"adverse":[32],"side":[33],"effects.":[34],"Thus,":[35,169],"a":[36,46,55],"human":[37],"analyst":[38],"must":[39],"check":[40],"all":[41,104],"predictions,":[43],"which":[44],"poses":[45],"major":[47],"obstacle":[48],"expansion.":[51],"This":[52,69],"paper":[53],"proposes":[54],"reliability":[56,110],"indicator":[57,111],"prediction":[60],"using":[61,114,141],"explainable":[62],"and":[65,82,124,145,165],"statistical":[66],"analysis":[67],"techniques.":[68],"will":[70],"enable":[71],"analysts":[72],"with":[73],"limited":[74],"daily":[75],"workload":[76],"focus":[78],"upon":[79],"valuable":[80],"data,":[81],"quickly":[83],"verify":[84,130],"predictions.":[86],"Analysts":[87],"generally":[88],"make":[89],"decisions":[90],"based":[91],"on":[92],"several":[93],"features":[94,115],"that":[95],"they":[96,100],"know":[97],"exactly":[98],"what":[99],"mean,":[101],"rather":[102],"than":[103,155],"available":[105],"features.":[106],"Since":[107],"the":[108,131,134,142,146,156,178],"proposed":[109,135,179],"is":[112],"calculated":[113],"meaningful":[116],"analysts,":[118],"it":[119],"be":[121,173],"easily":[122],"understood":[123],"hence":[125],"speed":[126],"decisions.":[128],"To":[129],"of":[133],"method,":[136],"experiment":[138],"was":[139,152],"conducted":[140],"IDS":[143,164],"dataset":[144],"dataset.":[148],"The":[149],"error":[151],"detected":[153],"better":[154],"existing":[157],"model":[159],"at":[160],"about":[161],"114%":[162],"in":[163,167],"95%":[166],"malware.":[168],"cyberattack":[170],"response":[171],"could":[172],"greatly":[174],"improved":[175],"adopting":[177],"method.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
