{"id":"https://openalex.org/W3003492673","doi":"https://doi.org/10.1109/iscc47284.2019.8969772","title":"A Novel Immune Detection Approach Enhanced by Attack Graph Based Correlation","display_name":"A Novel Immune Detection Approach Enhanced by Attack Graph Based Correlation","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W3003492673","doi":"https://doi.org/10.1109/iscc47284.2019.8969772","mag":"3003492673"},"language":"en","primary_location":{"id":"doi:10.1109/iscc47284.2019.8969772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc47284.2019.8969772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium on Computers and Communications (ISCC)","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/A5043234680","display_name":"Roberto Vasconcelos Melo","orcid":null},"institutions":[{"id":"https://openalex.org/I190085865","display_name":"Universidade Federal de Sergipe","ror":"https://ror.org/028ka0n85","country_code":"BR","type":"education","lineage":["https://openalex.org/I190085865"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Roberto Vasconcelos Melo","raw_affiliation_strings":["Department of Computer Science, Federal University of Sergipe, Aracaju, SE, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Sergipe, Aracaju, SE, Brazil","institution_ids":["https://openalex.org/I190085865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110806828","display_name":"D. J. Douglas de Macedo","orcid":null},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"D. J. Douglas de Macedo","raw_affiliation_strings":["Department of Information Science, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Information Science, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056716122","display_name":"A. R. Mario Dantas","orcid":null},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"A. R. Mario Dantas","raw_affiliation_strings":["Department of Computer Science, Federal University of Juiz de Fora, Juiz de Fora, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Juiz de Fora, Juiz de Fora, MG, Brazil","institution_ids":["https://openalex.org/I101100930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023858053","display_name":"C. E. Luis de Bona","orcid":null},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"C. E. Luis de Bona","raw_affiliation_strings":["Department of Computer Science, Federal University of Parana, Curitiba, PR, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Parana, Curitiba, PR, Brazil","institution_ids":["https://openalex.org/I52418104"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043234680"],"corresponding_institution_ids":["https://openalex.org/I190085865"],"apc_list":null,"apc_paid":null,"fwci":0.7074,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.74797785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9987999796867371,"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/denial-of-service-attack","display_name":"Denial-of-service attack","score":0.8679378032684326},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.7891522645950317},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7095496654510498},{"id":"https://openalex.org/keywords/clonal-selection","display_name":"Clonal selection","score":0.5609984993934631},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5508836507797241},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5238369107246399},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47360801696777344},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4639856815338135},{"id":"https://openalex.org/keywords/negative-selection","display_name":"Negative selection","score":0.44300946593284607},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4429529905319214},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4357141852378845},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4313715398311615},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4271838963031769},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3817112445831299},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3525811433792114},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23797693848609924},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23019567131996155},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15485692024230957},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.13167789578437805}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.8679378032684326},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.7891522645950317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7095496654510498},{"id":"https://openalex.org/C2776954793","wikidata":"https://www.wikidata.org/wiki/Q1150780","display_name":"Clonal selection","level":2,"score":0.5609984993934631},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5508836507797241},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5238369107246399},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47360801696777344},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4639856815338135},{"id":"https://openalex.org/C7386963","wikidata":"https://www.wikidata.org/wiki/Q3954859","display_name":"Negative selection","level":4,"score":0.44300946593284607},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4429529905319214},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4357141852378845},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4313715398311615},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4271838963031769},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3817112445831299},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3525811433792114},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23797693848609924},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23019567131996155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15485692024230957},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.13167789578437805},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.0},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscc47284.2019.8969772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc47284.2019.8969772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W27721215","https://openalex.org/W433644524","https://openalex.org/W1590752147","https://openalex.org/W1928993760","https://openalex.org/W1975936173","https://openalex.org/W2031175798","https://openalex.org/W2072580964","https://openalex.org/W2074720563","https://openalex.org/W2132111557","https://openalex.org/W2140734251","https://openalex.org/W2142889610","https://openalex.org/W2148041041","https://openalex.org/W2157554212","https://openalex.org/W2162969618","https://openalex.org/W2290318923","https://openalex.org/W2396758747","https://openalex.org/W2516667080","https://openalex.org/W2557162175","https://openalex.org/W2606340069","https://openalex.org/W2624592324","https://openalex.org/W2954083790","https://openalex.org/W4285719527","https://openalex.org/W6635235395","https://openalex.org/W6640692814","https://openalex.org/W6681901243","https://openalex.org/W6735982055"],"related_works":["https://openalex.org/W3101986133","https://openalex.org/W1533021960","https://openalex.org/W3043172660","https://openalex.org/W1589711726","https://openalex.org/W2363846473","https://openalex.org/W3003492673","https://openalex.org/W2367349280","https://openalex.org/W4251040487","https://openalex.org/W2029055183","https://openalex.org/W6041476"],"abstract_inverted_index":{"Artificial":[0],"immune":[1,12,24],"systems":[2],"(AIS)":[3],"are":[4,19],"computational":[5],"intelligence":[6],"inspired":[7],"by":[8,61],"the":[9,32,89,92,98],"human":[10],"biological":[11],"system.":[13],"The":[14,45],"AIS":[15,33,102],"four":[16],"main":[17],"algorithms":[18],"negative":[20],"selection,":[21,23],"clonal":[22],"network,":[25],"and":[26,82],"danger":[27],"theory.":[28],"This":[29,55,65],"paper":[30],"incorporates":[31],"approach":[34],"to":[35,41,75,79,97],"develop":[36],"an":[37,49],"agent-based":[38],"detection":[39,59,99,103],"method":[40],"analyze":[42],"network":[43],"traffic.":[44],"system":[46],"works":[47],"with":[48],"attack":[50,84],"graph":[51],"based":[52],"correlation":[53,93],"technique.":[54],"technique":[56,94],"can":[57,95],"improve":[58],"performance":[60,100],"decreasing":[62],"false":[63],"alerts.":[64],"work":[66],"was":[67],"tested":[68],"for":[69],"denial":[70],"of":[71,91,101],"service":[72],"(DoS),":[73],"remote":[74],"local":[76],"(R2L),":[77],"user":[78],"root":[80],"(U2R)":[81],"probe":[83],"classes.":[85],"Results":[86],"have":[87],"shown":[88],"addition":[90],"aid":[96],"systems.":[104]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"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"}