{"id":"https://openalex.org/W3133067619","doi":"https://doi.org/10.5220/0010225400980108","title":"Bridging Knowledge Gaps in Security Analytics","display_name":"Bridging Knowledge Gaps in Security Analytics","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3133067619","doi":"https://doi.org/10.5220/0010225400980108","mag":"3133067619"},"language":"en","primary_location":{"id":"doi:10.5220/0010225400980108","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010225400980108","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0010225400980108","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044683748","display_name":"Fabian B\u00f6hm","orcid":"https://orcid.org/0000-0002-0023-6051"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fabian B\u00f6hm","raw_affiliation_strings":["Chair of Information Systems, University of Regensburg, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Information Systems, University of Regensburg, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002627594","display_name":"Manfred Vielberth","orcid":"https://orcid.org/0000-0002-1119-4715"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Manfred Vielberth","raw_affiliation_strings":["Chair of Information Systems, University of Regensburg, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Information Systems, University of Regensburg, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068820890","display_name":"G\u00fcnther Pernul","orcid":null},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"G\u00fcnther Pernul","raw_affiliation_strings":["Chair of Information Systems, University of Regensburg, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Information Systems, University of Regensburg, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I60668342"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60668342"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9976999759674072,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.988099992275238,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9785000085830688,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7146008014678955},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6714754104614258},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6417175531387329},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.5838339924812317},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.5145984888076782},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46988749504089355},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.46810102462768555},{"id":"https://openalex.org/keywords/security-domain","display_name":"Security domain","score":0.4505678415298462},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44351568818092346},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.42041903734207153}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7146008014678955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6714754104614258},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6417175531387329},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.5838339924812317},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.5145984888076782},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46988749504089355},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.46810102462768555},{"id":"https://openalex.org/C2780264999","wikidata":"https://www.wikidata.org/wiki/Q7445032","display_name":"Security domain","level":2,"score":0.4505678415298462},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44351568818092346},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42041903734207153},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0010225400980108","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010225400980108","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"},{"id":"pmh:oai:epub.uni-regensburg.de:44887","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401229","display_name":"University of Regensburg Publication Server (University of Regensburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60668342","host_organization_name":"University of Regensburg","host_organization_lineage":["https://openalex.org/I60668342"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0010225400980108","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010225400980108","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W197746879","https://openalex.org/W2084044852","https://openalex.org/W2090687959","https://openalex.org/W2096373083","https://openalex.org/W2118639955","https://openalex.org/W2143665444","https://openalex.org/W2163598528","https://openalex.org/W2168620475","https://openalex.org/W2289767335","https://openalex.org/W2541511557","https://openalex.org/W2583683552","https://openalex.org/W2768034912","https://openalex.org/W2786164903","https://openalex.org/W2803857222","https://openalex.org/W2905763413","https://openalex.org/W2945437145","https://openalex.org/W2953620812","https://openalex.org/W2963747690","https://openalex.org/W2981908090","https://openalex.org/W3005358365","https://openalex.org/W3037693502","https://openalex.org/W3081093222","https://openalex.org/W4253767994","https://openalex.org/W4388147587"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"In":[0,147],"a":[1,43,71,117,189],"cyber-physical":[2],"world,":[3],"the":[4,25,84,89,101,122,149,162],"number":[5],"of":[6,28,83,98,103,124,164,175,191],"links":[7],"between":[8,151,156],"corporate":[9],"assets":[10],"is":[11,77,94,174],"growing":[12],"and":[13,20,32,65,115,135,158],"infrastructures":[14],"are":[15,69],"becoming":[16,70],"more":[17,31,33],"complex.":[18],"This":[19,127],"related":[21],"developments":[22],"significantly":[23],"enlarge":[24],"attack":[26],"surface":[27],"organizations.":[29],"Additionally,":[30],"attacks":[34],"do":[35],"not":[36],"exploit":[37],"technical":[38],"vulnerabilities":[39],"directly":[40],"but":[41,154,167],"gain":[42],"foothold":[44],"through":[45],"phishing":[46],"or":[47],"social":[48],"engineering.":[49],"Since":[50],"traditional":[51],"security":[52,73,104,125,180,184,201,209],"systems":[53],"prove":[54],"to":[55,60,79,108,131,197,208],"be":[56,132],"no":[57,95],"longer":[58],"sufficient":[59],"detect":[61],"incidents":[62],"effectively,":[63],"humans":[64],"their":[66,206],"specialized":[67],"knowledge":[68,86,99,114,119,173,207],"critical":[72],"factor.":[74],"Therefore,":[75],"it":[76],"vital":[78],"maintain":[80],"an":[81],"overview":[82],"cybersecurity":[85],"spread":[87],"across":[88],"entire":[90],"company.":[91],"However,":[92],"there":[93],"uniform":[96],"understanding":[97],"in":[100,121,182],"field":[102],"analytics.":[105,126,210],"We":[106,187],"aim":[107],"close":[109],"this":[110,172],"gap":[111],"by":[112],"formalizing":[113],"defining":[116,179],"conceptual":[118],"model":[120],"context":[123],"allows":[128],"existing":[129],"research":[130],"better":[133],"classified":[134],"shows":[136],"that":[137],"individual":[138],"areas":[139],"offer":[140],"much":[141],"potential":[142],"for":[143,178],"future":[144],"r":[145],"esearch.":[146],"particular,":[148],"collaboration":[150],"domain":[152],"experts":[153],"also":[155],"machines":[157],"employees":[159],"could":[160],"enable":[161],"exploitation":[163],"previously":[165],"unused":[166],"crucial":[168],"knowledge.":[169],"For":[170],"example,":[171],"great":[176],"value":[177],"rules":[181],"current":[183],"analytics":[185],"systems.":[186],"introduce":[188],"proof":[190],"concept":[192],"implementation":[193],"using":[194],"visual":[195],"programming":[196],"showcase":[198],"how":[199],"even":[200],"novices":[202],"can":[203],"easily":[204],"contribute":[205]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
