{"id":"https://openalex.org/W2337647323","doi":"https://doi.org/10.1109/cogsima.2016.7497807","title":"Adding contextual information to Intrusion Detection Systems using Fuzzy Cognitive Maps","display_name":"Adding contextual information to Intrusion Detection Systems using Fuzzy Cognitive Maps","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2337647323","doi":"https://doi.org/10.1109/cogsima.2016.7497807","mag":"2337647323"},"language":"en","primary_location":{"id":"doi:10.1109/cogsima.2016.7497807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogsima.2016.7497807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.dora.dmu.ac.uk/handle/2086/18031","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043400886","display_name":"Francisco J. Aparicio\u2010Navarro","orcid":"https://orcid.org/0000-0002-1511-7805"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Francisco J. Aparicio-Navarro","raw_affiliation_strings":["School of Mechanical Electrical and Manufacturing Eng, Loughborough University, Loughborough, UK"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Electrical and Manufacturing Eng, Loughborough University, Loughborough, UK","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046799023","display_name":"Konstantinos G. Kyriakopoulos","orcid":"https://orcid.org/0000-0002-7498-4589"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Konstantinos G. Kyriakopoulos","raw_affiliation_strings":["School of Mechanical Electrical and Manufacturing Eng, Loughborough University, Loughborough, UK"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Electrical and Manufacturing Eng, Loughborough University, Loughborough, UK","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111581791","display_name":"David J. Parish","orcid":null},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David J. Parish","raw_affiliation_strings":["School of Mechanical Electrical and Manufacturing Eng, Loughborough University, Loughborough, UK"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Electrical and Manufacturing Eng, Loughborough University, Loughborough, UK","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083892296","display_name":"Jonathon A. Chambers","orcid":"https://orcid.org/0000-0002-5820-6509"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jonathon A. Chambers","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Newcastle University, UK"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Newcastle University, UK","institution_ids":["https://openalex.org/I84884186"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043400886"],"corresponding_institution_ids":["https://openalex.org/I143804889"],"apc_list":null,"apc_paid":null,"fwci":1.3252,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86750711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9998999834060669,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9998999834060669,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9754999876022339,"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/T13382","display_name":"Robotics and Automated Systems","score":0.9559999704360962,"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/fuzzy-cognitive-map","display_name":"Fuzzy cognitive map","score":0.8443690538406372},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7974861264228821},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7947425246238708},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.6422758102416992},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6129401922225952},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5281940698623657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5209442377090454},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45978716015815735},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.45438963174819946},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45395392179489136},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4340721368789673},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.2305588722229004},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.21927383542060852},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08188587427139282}],"concepts":[{"id":"https://openalex.org/C5041914","wikidata":"https://www.wikidata.org/wiki/Q5511107","display_name":"Fuzzy cognitive map","level":5,"score":0.8443690538406372},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7974861264228821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7947425246238708},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.6422758102416992},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6129401922225952},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5281940698623657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5209442377090454},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45978716015815735},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.45438963174819946},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45395392179489136},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4340721368789673},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2305588722229004},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.21927383542060852},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08188587427139282},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/cogsima.2016.7497807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogsima.2016.7497807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA)","raw_type":"proceedings-article"},{"id":"pmh:oai:dora.dmu.ac.uk:2086/18031","is_oa":true,"landing_page_url":"https://www.dora.dmu.ac.uk/handle/2086/18031","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"},{"id":"pmh:oai:dspace.lboro.ac.uk:2134/20949","is_oa":true,"landing_page_url":"https://dspace.lboro.ac.uk/2134/20949","pdf_url":null,"source":{"id":"https://openalex.org/S4306401023","display_name":"Loughborough University Institutional Repository (Loughborough University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I143804889","host_organization_name":"Loughborough University","host_organization_lineage":["https://openalex.org/I143804889"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA)","raw_type":"Conference Contribution"},{"id":"pmh:oai:eprint.ncl.ac.uk:223180","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402485","display_name":"Newcastle University ePrints (Newcastle Univesity)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I84884186","host_organization_name":"Newcastle University","host_organization_lineage":["https://openalex.org/I84884186"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:figshare.com:article/9553958","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Adding_contextual_information_to_intrusion_detection_systems_using_fuzzy_cognitive_maps/9553958","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"<dc:type>Conference contribution"}],"best_oa_location":{"id":"pmh:oai:dora.dmu.ac.uk:2086/18031","is_oa":true,"landing_page_url":"https://www.dora.dmu.ac.uk/handle/2086/18031","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G1934935867","display_name":null,"funder_award_id":"Engineering and Physical Sciences R","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5923144259","display_name":null,"funder_award_id":"EP/K014307/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6143932528","display_name":null,"funder_award_id":"EP/K014307","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6485023388","display_name":"Signal Processing Solutions for the Networked Battlespace","funder_award_id":"EP/K014307/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7219166536","display_name":null,"funder_award_id":"EP/K014307/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W111998163","https://openalex.org/W1489608783","https://openalex.org/W1575577826","https://openalex.org/W1968729336","https://openalex.org/W1974036924","https://openalex.org/W1987611741","https://openalex.org/W1992264762","https://openalex.org/W1992958341","https://openalex.org/W2004254965","https://openalex.org/W2019454925","https://openalex.org/W2031604000","https://openalex.org/W2033395352","https://openalex.org/W2073173294","https://openalex.org/W2092394555","https://openalex.org/W2127025275","https://openalex.org/W2129250577","https://openalex.org/W2133268230","https://openalex.org/W2134024236","https://openalex.org/W2156854121","https://openalex.org/W2188123729","https://openalex.org/W6687229498"],"related_works":["https://openalex.org/W2991207020","https://openalex.org/W1661487699","https://openalex.org/W2372922208","https://openalex.org/W1491151750","https://openalex.org/W2145925682","https://openalex.org/W2777396095","https://openalex.org/W2617561368","https://openalex.org/W1982418457","https://openalex.org/W2365224437","https://openalex.org/W2141522009"],"abstract_inverted_index":{"In":[0,76],"the":[1,11,22,27,60,65,81,99,105,111,120,128,144,151,159],"last":[2],"few":[3],"years":[4],"there":[5],"has":[6],"been":[7],"considerable":[8],"increase":[9],"in":[10,89],"efficiency":[12,145],"of":[13,24,29,47,83,107,146,153,161],"Intrusion":[14],"Detection":[15],"Systems":[16],"(IDSs).":[17],"However,":[18],"networks":[19],"are":[20],"still":[21],"victim":[23],"attacks.":[25],"As":[26],"complexity":[28],"these":[30],"attacks":[31],"keeps":[32],"increasing,":[33],"new":[34],"and":[35,68],"more":[36],"robust":[37],"detection":[38,74,100],"mechanisms":[39],"need":[40],"to":[41,71,94,109,119],"be":[42,50],"developed.":[43,133],"The":[44,134],"next":[45],"generation":[46],"IDSs":[48],"should":[49],"designed":[51],"incorporating":[52],"reasoning":[53],"engines":[54],"supported":[55],"by":[56,149],"contextual":[57,96],"information":[58,63,97],"about":[59],"network,":[61],"cognitive":[62],"from":[64],"network":[66],"users":[67],"situational":[69],"awareness":[70],"improve":[72,143],"their":[73],"results.":[75],"this":[77],"paper,":[78],"we":[79,131,137],"propose":[80],"use":[82,106],"a":[84],"Fuzzy":[85],"Cognitive":[86],"Map":[87],"(FCM)":[88],"conjunction":[90],"with":[91],"an":[92],"IDS":[93,129,148],"incorporate":[95],"into":[98],"process.":[101],"We":[102],"have":[103,132],"evaluated":[104],"FCMs":[108,141],"adjust":[110],"Basic":[112],"Probability":[113],"Assignment":[114],"(BPA)":[115],"values":[116],"defined":[117],"prior":[118],"data":[121],"fusion":[122],"process,":[123],"which":[124],"is":[125],"crucial":[126],"for":[127],"that":[130,136,140],"results":[135],"present":[138],"verify":[139],"can":[142],"our":[147],"reducing":[150],"number":[152,160],"false":[154],"alarms,":[155],"while":[156],"not":[157],"affecting":[158],"correct":[162],"detections.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
