{"id":"https://openalex.org/W4360604759","doi":"https://doi.org/10.1109/icaiic57133.2023.10067010","title":"Research Opportunity of Insider Threat Detection based on Machine Learning Methods","display_name":"Research Opportunity of Insider Threat Detection based on Machine Learning Methods","publication_year":2023,"publication_date":"2023-02-20","ids":{"openalex":"https://openalex.org/W4360604759","doi":"https://doi.org/10.1109/icaiic57133.2023.10067010"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic57133.2023.10067010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic57133.2023.10067010","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 Artificial Intelligence in Information and Communication (ICAIIC)","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/A5084222005","display_name":"Noer Tjahja Moekthi Prajitno","orcid":null},"institutions":[{"id":"https://openalex.org/I11855966","display_name":"Diponegoro University","ror":"https://ror.org/056bjta22","country_code":"ID","type":"education","lineage":["https://openalex.org/I11855966"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Noer Tjahja Moekthi Prajitno","raw_affiliation_strings":["Diponegoro University,Department of Information System, School of Postgraduate Studies,Semarang,Indonesia","Department of Information System, School of Postgraduate Studies, Diponegoro University, Semarang, Indonesia"],"affiliations":[{"raw_affiliation_string":"Diponegoro University,Department of Information System, School of Postgraduate Studies,Semarang,Indonesia","institution_ids":["https://openalex.org/I11855966"]},{"raw_affiliation_string":"Department of Information System, School of Postgraduate Studies, Diponegoro University, Semarang, Indonesia","institution_ids":["https://openalex.org/I11855966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087289676","display_name":"Hadiyanto Hadiyanto","orcid":"https://orcid.org/0000-0003-0074-7078"},"institutions":[{"id":"https://openalex.org/I11855966","display_name":"Diponegoro University","ror":"https://ror.org/056bjta22","country_code":"ID","type":"education","lineage":["https://openalex.org/I11855966"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"H. Hadiyanto","raw_affiliation_strings":["Diponegoro University,School of Postgraduate Studies,Semarang,Indonesia","School of Postgraduate Studies, Diponegoro University, Semarang, Indonesia"],"affiliations":[{"raw_affiliation_string":"Diponegoro University,School of Postgraduate Studies,Semarang,Indonesia","institution_ids":["https://openalex.org/I11855966"]},{"raw_affiliation_string":"School of Postgraduate Studies, Diponegoro University, Semarang, Indonesia","institution_ids":["https://openalex.org/I11855966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027013988","display_name":"Adian Fatchur Rochim","orcid":"https://orcid.org/0000-0002-1921-9358"},"institutions":[{"id":"https://openalex.org/I11855966","display_name":"Diponegoro University","ror":"https://ror.org/056bjta22","country_code":"ID","type":"education","lineage":["https://openalex.org/I11855966"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Adian Fatchur Rochim","raw_affiliation_strings":["Diponegoro University,Department of Computer Engineering, Faculty of Engineering,Semarang,Indonesia","Department of Computer Engineering, Faculty of Engineering, Diponegoro University, Semarang, Indonesia"],"affiliations":[{"raw_affiliation_string":"Diponegoro University,Department of Computer Engineering, Faculty of Engineering,Semarang,Indonesia","institution_ids":["https://openalex.org/I11855966"]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Diponegoro University, Semarang, Indonesia","institution_ids":["https://openalex.org/I11855966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084222005"],"corresponding_institution_ids":["https://openalex.org/I11855966"],"apc_list":null,"apc_paid":null,"fwci":0.6019,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66058394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"292","last_page":"296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9983000159263611,"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":0.9983000159263611,"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/T10734","display_name":"Information and Cyber Security","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9932000041007996,"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/insider-threat","display_name":"Insider threat","score":0.930171012878418},{"id":"https://openalex.org/keywords/insider","display_name":"Insider","score":0.8311553597450256},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7244577407836914},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5960217118263245},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5672915577888489},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5333207845687866},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4813178777694702},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3752914071083069},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3628668785095215},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3592172861099243},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09756320714950562},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0661410391330719}],"concepts":[{"id":"https://openalex.org/C2776633304","wikidata":"https://www.wikidata.org/wiki/Q6038026","display_name":"Insider threat","level":3,"score":0.930171012878418},{"id":"https://openalex.org/C2778971194","wikidata":"https://www.wikidata.org/wiki/Q1664551","display_name":"Insider","level":2,"score":0.8311553597450256},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7244577407836914},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5960217118263245},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5672915577888489},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5333207845687866},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4813178777694702},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3752914071083069},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3628668785095215},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3592172861099243},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09756320714950562},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0661410391330719},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic57133.2023.10067010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic57133.2023.10067010","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 Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W2106956101","https://openalex.org/W2161754059","https://openalex.org/W2790664081","https://openalex.org/W2890165066","https://openalex.org/W2895782201","https://openalex.org/W2947189214","https://openalex.org/W2963290659","https://openalex.org/W2963523189","https://openalex.org/W2976051608","https://openalex.org/W3008932301","https://openalex.org/W3014071235","https://openalex.org/W3039618903","https://openalex.org/W3089028909","https://openalex.org/W3093545390","https://openalex.org/W3101375547","https://openalex.org/W3103769325","https://openalex.org/W3109130759","https://openalex.org/W3116762327","https://openalex.org/W3119693685","https://openalex.org/W3122894070","https://openalex.org/W3124852128","https://openalex.org/W3129166376","https://openalex.org/W3130625521","https://openalex.org/W3153493802","https://openalex.org/W3156711466","https://openalex.org/W3164349896","https://openalex.org/W3169956502","https://openalex.org/W3170338238","https://openalex.org/W3176981068","https://openalex.org/W3180055034","https://openalex.org/W3185290060","https://openalex.org/W3186161925","https://openalex.org/W3186241169","https://openalex.org/W3188545728","https://openalex.org/W3196966514","https://openalex.org/W3199174176","https://openalex.org/W3200353815","https://openalex.org/W3202733154","https://openalex.org/W3206604724","https://openalex.org/W3208103085","https://openalex.org/W3208939314","https://openalex.org/W3212763608","https://openalex.org/W3217083123","https://openalex.org/W4205302952","https://openalex.org/W4206366342","https://openalex.org/W4207017042","https://openalex.org/W4207082670","https://openalex.org/W4210450245","https://openalex.org/W4213423108","https://openalex.org/W4221006043","https://openalex.org/W4221081447","https://openalex.org/W4224217353","https://openalex.org/W4225258073","https://openalex.org/W4226119669","https://openalex.org/W4226401294","https://openalex.org/W4252506956","https://openalex.org/W4282010326","https://openalex.org/W4285389965","https://openalex.org/W6763672751","https://openalex.org/W6794762147","https://openalex.org/W6796767071","https://openalex.org/W6810177777","https://openalex.org/W7045723667"],"related_works":["https://openalex.org/W2766781562","https://openalex.org/W4205304595","https://openalex.org/W2979782961","https://openalex.org/W308359497","https://openalex.org/W1499596878","https://openalex.org/W3136170567","https://openalex.org/W2947769183","https://openalex.org/W2018332730","https://openalex.org/W4387194049","https://openalex.org/W2286217954"],"abstract_inverted_index":{"Insider":[0],"threats":[1],"have":[2],"been":[3],"a":[4,8,119,124],"known":[5],"threat":[6,41,54,130],"since":[7],"long":[9],"time":[10],"ago":[11],"in":[12],"the":[13,61,71,99],"information":[14],"technology":[15],"field":[16],"and":[17,48,94,111,117],"many":[18],"researchers":[19,77],"tried":[20],"to":[21,25,35,52,78,122],"create":[22,123],"novel":[23],"methods":[24],"solve":[26],"this":[27,32],"threat.":[28],"The":[29,56,101],"purpose":[30],"of":[31,90],"paper":[33],"is":[34],"find":[36],"research":[37,120],"opportunities":[38],"for":[39,128],"insider":[40,53,129],"detection.":[42,55],"This":[43],"was":[44,96,104],"done":[45],"by":[46,76,86],"finding":[47],"reviewing":[49],"papers":[50,57],"related":[51],"reviewed":[58],"were":[59,70],"only":[60],"ones":[62],"that":[63],"utilized":[64],"machine":[65],"learning":[66],"algorithms":[67],"because":[68],"they":[69],"most":[72],"common":[73],"method":[74,103],"used":[75],"detect":[79],"malicious":[80],"insiders.":[81],"A":[82],"systematic":[83],"literature":[84],"review":[85],"Kitchenham,":[87],"which":[88],"consisted":[89],"planning,":[91],"selection,":[92,110],"extraction,":[93],"execution,":[95],"employed":[97],"as":[98],"methodology.":[100],"detection":[102],"classified":[105],"into":[106],"three":[107],"categories:":[108],"combination,":[109],"singular":[112],"focus.":[113],"Each":[114],"category":[115],"discussed":[116],"recommended":[118],"direction":[121],"potentially":[125],"better":[126],"solution":[127],"problems.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
