{"id":"https://openalex.org/W4399123768","doi":"https://doi.org/10.4018/978-1-6684-8127-1.ch002","title":"Case-Based Reasoning and Computer Vision for Cybersecurity","display_name":"Case-Based Reasoning and Computer Vision for Cybersecurity","publication_year":2024,"publication_date":"2024-02-23","ids":{"openalex":"https://openalex.org/W4399123768","doi":"https://doi.org/10.4018/978-1-6684-8127-1.ch002"},"language":"en","primary_location":{"id":"doi:10.4018/978-1-6684-8127-1.ch002","doi":"https://doi.org/10.4018/978-1-6684-8127-1.ch002","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-6684-8127-1.ch002","pdf_url":null,"source":{"id":"https://openalex.org/S4210168370","display_name":"Advances in information security, privacy, and ethics book series","issn_l":"1948-9730","issn":["1948-9730","1948-9749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Information Security, Privacy, and Ethics","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4399121931","display_name":"Global Perspectives on the Applications of Computer Vision in Cybersecurity"},"type":"book-chapter","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/A5071443398","display_name":"Naomi Dassi Tchomt\u00e9","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I59196294","display_name":"University of Ngaound\u00e9r\u00e9","ror":"https://ror.org/03gq1d339","country_code":"CM","type":"education","lineage":["https://openalex.org/I59196294"]}],"countries":["CM"],"is_corresponding":false,"raw_author_name":"Naomi Dassi Tchomte","raw_affiliation_strings":["University of Ngaoundere, Cameroon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ngaoundere, Cameroon","institution_ids":["https://openalex.org/I59196294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032771405","display_name":"Franklin Tchakount\u00e9","orcid":"https://orcid.org/0000-0003-0723-2640","observed_orcids":["https://orcid.org/0000-0003-0723-2640"]},"institutions":[{"id":"https://openalex.org/I59196294","display_name":"University of Ngaound\u00e9r\u00e9","ror":"https://ror.org/03gq1d339","country_code":"CM","type":"education","lineage":["https://openalex.org/I59196294"]}],"countries":["CM"],"is_corresponding":false,"raw_author_name":"Franklin Tchakounte","raw_affiliation_strings":["Faculty of Science, University of Ngaoundere, Cameroon"],"raw_orcid":"https://orcid.org/0000-0003-0723-2640","affiliations":[{"raw_affiliation_string":"Faculty of Science, University of Ngaoundere, Cameroon","institution_ids":["https://openalex.org/I59196294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5095743815","display_name":"Ismael Abbo","orcid":"https://orcid.org/0009-0003-4834-8962","observed_orcids":["https://orcid.org/0009-0003-4834-8962"]},"institutions":[{"id":"https://openalex.org/I59196294","display_name":"University of Ngaound\u00e9r\u00e9","ror":"https://ror.org/03gq1d339","country_code":"CM","type":"education","lineage":["https://openalex.org/I59196294"]}],"countries":["CM"],"is_corresponding":false,"raw_author_name":"Ismael Abbo","raw_affiliation_strings":["Faculty of Sciences, University of Ngaoundere, Cameroon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, University of Ngaoundere, Cameroon","institution_ids":["https://openalex.org/I59196294"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59196294"],"apc_list":null,"apc_paid":null,"fwci":3.3611,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92907801,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.4480000138282776,"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":0.4480000138282776,"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":0.2175000011920929,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.13459999859333038,"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/case-based-reasoning","display_name":"case-based reasoning","score":1.0},{"id":"https://openalex.org/keywords/computer-vision","display_name":"computer vision","score":0.9850000143051147},{"id":"https://openalex.org/keywords/cybersecurity","display_name":"cybersecurity","score":0.9670000076293945},{"id":"https://openalex.org/keywords/threat-detection","display_name":"threat detection","score":0.925000011920929},{"id":"https://openalex.org/keywords/incident-response","display_name":"incident response","score":0.7379999756813049},{"id":"https://openalex.org/keywords/threat-intelligence","display_name":"threat intelligence","score":0.8859999775886536},{"id":"https://openalex.org/keywords/cybersecurity-decision-making","display_name":"cybersecurity decision-making","score":0.777999997138977},{"id":"https://openalex.org/keywords/visual-data-analysis","display_name":"visual data analysis","score":0.8159999847412109}],"concepts":[{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.65777587890625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5731087327003479}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/978-1-6684-8127-1.ch002","doi":"https://doi.org/10.4018/978-1-6684-8127-1.ch002","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-6684-8127-1.ch002","pdf_url":null,"source":{"id":"https://openalex.org/S4210168370","display_name":"Advances in information security, privacy, and ethics book series","issn_l":"1948-9730","issn":["1948-9730","1948-9749"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Information Security, Privacy, and Ethics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7900000214576721}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W188598339","https://openalex.org/W193911599","https://openalex.org/W323281643","https://openalex.org/W1539917107","https://openalex.org/W1542744732","https://openalex.org/W1913628522","https://openalex.org/W1994623790","https://openalex.org/W2000553791","https://openalex.org/W2009787006","https://openalex.org/W2011316522","https://openalex.org/W2053184857","https://openalex.org/W2077813743","https://openalex.org/W2175198267","https://openalex.org/W2256272517","https://openalex.org/W2508379062","https://openalex.org/W2586548386","https://openalex.org/W2589990612","https://openalex.org/W2604948918","https://openalex.org/W2624682701","https://openalex.org/W2736220392","https://openalex.org/W2751499142","https://openalex.org/W2778647438","https://openalex.org/W2788141255","https://openalex.org/W2808738758","https://openalex.org/W2910890213","https://openalex.org/W2931858311","https://openalex.org/W2951962598","https://openalex.org/W2968315027","https://openalex.org/W2980246444","https://openalex.org/W2981603009","https://openalex.org/W2995972934","https://openalex.org/W3005699687","https://openalex.org/W3013908242","https://openalex.org/W3044272884","https://openalex.org/W3118382796","https://openalex.org/W3119589206","https://openalex.org/W3138102940","https://openalex.org/W3151633058","https://openalex.org/W3186874092","https://openalex.org/W3203241482","https://openalex.org/W3206824631","https://openalex.org/W3208836168","https://openalex.org/W3216046270","https://openalex.org/W4205521168","https://openalex.org/W4211083344","https://openalex.org/W4225716729","https://openalex.org/W4245518248","https://openalex.org/W4256366729","https://openalex.org/W4293790419","https://openalex.org/W4295700754","https://openalex.org/W4297183620","https://openalex.org/W4309569390","https://openalex.org/W4315498031","https://openalex.org/W4316036513","https://openalex.org/W4318384306","https://openalex.org/W4319796488","https://openalex.org/W4362496367","https://openalex.org/W4362704894","https://openalex.org/W4366415372","https://openalex.org/W4366699399","https://openalex.org/W4367667491","https://openalex.org/W4380450601","https://openalex.org/W4380450644","https://openalex.org/W4386568539","https://openalex.org/W4387700626","https://openalex.org/W4388003939","https://openalex.org/W4388039823","https://openalex.org/W4388621256","https://openalex.org/W4388666148","https://openalex.org/W4389384355","https://openalex.org/W4390077989","https://openalex.org/W4390970201","https://openalex.org/W4391650561","https://openalex.org/W4391683995","https://openalex.org/W4391717242","https://openalex.org/W4392730645","https://openalex.org/W4392909856","https://openalex.org/W6959415627"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0],"integration":[1],"of":[2,21,33,46,72,86],"case-based":[3,37],"reasoning":[4,38],"(CBR)":[5],"and":[6,19,39,53,70,94,105,114,124],"computer":[7,40],"vision":[8,41,141],"(CV)":[9],"holds":[10],"significant":[11],"promise":[12],"for":[13,56,89,111,142,146],"enhancing":[14],"cybersecurity,":[15,47],"enabling":[16],"the":[17,34,44,73,79],"analysis":[18],"interpretation":[20],"visual":[22,97],"data":[23,98],"to":[24,49,115,126],"detect":[25],"security":[26,58,92],"threats.":[27],"This":[28,135],"study":[29,136],"provides":[30],"an":[31],"investigation":[32],"synergy":[35],"between":[36,122],"techniques":[42],"in":[43,84,96,139],"context":[45],"aiming":[48],"address":[50],"open":[51,131],"challenges":[52],"identify":[54],"opportunities":[55],"advancing":[57],"operations.":[59],"Three":[60],"main":[61],"steps":[62],"are":[63,133],"realized.":[64],"First,":[65],"a":[66],"taxonomy":[67],"declining":[68],"categories":[69],"sub-categories":[71],"studied":[74],"works":[75],"is":[76,82],"designed.":[77],"Second,":[78],"collected":[80],"literature":[81],"analysed":[83],"terms":[85],"(1)":[87],"CBR":[88,123,138],"leveraging":[90],"past":[91],"incidents":[93],"patterns":[95],"analysis,":[99],"facilitating":[100],"threat":[101,106],"detection,":[102],"incident":[103],"response,":[104],"intelligence":[107],"analysis;":[108],"(2)":[109],"CV":[110,125],"cybersecurity":[112,117,128,143],"modelling":[113],"support":[116],"decision":[118],"making;":[119],"(3)":[120],"association":[121],"design":[127],"approaches.":[129],"Third,":[130],"issues":[132],"discussed.":[134],"exploiting":[137],"computing":[140],"opens":[144],"doors":[145],"further":[147],"research.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}