{"id":"https://openalex.org/W3123943959","doi":"https://doi.org/10.1109/lcn48667.2020.9314839","title":"Celosia: An Immune-Inspired Anomaly Detection Framework for IoT Devices","display_name":"Celosia: An Immune-Inspired Anomaly Detection Framework for IoT Devices","publication_year":2020,"publication_date":"2020-11-16","ids":{"openalex":"https://openalex.org/W3123943959","doi":"https://doi.org/10.1109/lcn48667.2020.9314839","mag":"3123943959"},"language":"en","primary_location":{"id":"doi:10.1109/lcn48667.2020.9314839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn48667.2020.9314839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 45th Conference on Local Computer Networks (LCN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5064703444","display_name":"Kashif Naveed","orcid":"https://orcid.org/0000-0002-6416-6937"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kashif Naveed","raw_affiliation_strings":["School of Computer Science and Engineering, UNSW, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, UNSW, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075199030","display_name":"Hui Wu","orcid":"https://orcid.org/0000-0002-7135-4397"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hui Wu","raw_affiliation_strings":["School of Computer Science and Engineering, UNSW, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, UNSW, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":null,"first_page":"13","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.7028862833976746},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6966381669044495},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6925917863845825},{"id":"https://openalex.org/keywords/ideal","display_name":"Ideal (ethics)","score":0.5142480731010437},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.47521620988845825},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4638303518295288},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34319251775741577},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3146900534629822}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7028862833976746},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6966381669044495},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6925917863845825},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.5142480731010437},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.47521620988845825},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4638303518295288},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34319251775741577},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3146900534629822},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcn48667.2020.9314839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcn48667.2020.9314839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 45th Conference on Local Computer Networks (LCN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W592963477","https://openalex.org/W1481879858","https://openalex.org/W1485574233","https://openalex.org/W1966809779","https://openalex.org/W1973284417","https://openalex.org/W1973668864","https://openalex.org/W1995443851","https://openalex.org/W2070188654","https://openalex.org/W2111184007","https://openalex.org/W2118931532","https://openalex.org/W2140542782","https://openalex.org/W2157078218","https://openalex.org/W2164128149","https://openalex.org/W2515146124","https://openalex.org/W2539615548","https://openalex.org/W2564566221","https://openalex.org/W2744079410","https://openalex.org/W2771479773","https://openalex.org/W2799758613","https://openalex.org/W2892031733","https://openalex.org/W2963197901","https://openalex.org/W2982413698","https://openalex.org/W3045589959","https://openalex.org/W3120740533","https://openalex.org/W3122864121","https://openalex.org/W4239510810","https://openalex.org/W4245176872","https://openalex.org/W4247099999","https://openalex.org/W4285719527","https://openalex.org/W4292023222","https://openalex.org/W4293321333","https://openalex.org/W6628571903","https://openalex.org/W6677839838","https://openalex.org/W6726012016","https://openalex.org/W6730999400","https://openalex.org/W6746536935","https://openalex.org/W6748366383","https://openalex.org/W6781447301"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W2787722344"],"abstract_inverted_index":{"IoT":[0,143],"devices":[1],"are":[2,56,94],"becoming":[3],"ubiquitous":[4],"because":[5],"of":[6,9,18,134],"the":[7,42,46,70,130],"advent":[8],"smart":[10],"cities":[11],"and":[12,20,76,108,119,132],"vulnerable":[13],"to":[14,33,49,52,89,96,104,111],"a":[15,31,62,85,102,116],"large":[16],"number":[17],"powerful":[19],"sophisticated":[21],"attacks":[22,54],"that":[23,38,55,66,93],"can":[24,39],"potentially":[25],"paralyze":[26],"whole":[27],"cities.":[28],"There":[29],"is":[30,67],"need":[32],"develop":[34],"anomaly":[35],"detection":[36],"systems":[37],"work":[40],"on":[41],"same":[43],"principles":[44],"as":[45],"immune":[47,71],"system":[48,72],"continuously":[50],"learn":[51],"detect":[53,90],"not":[57],"yet":[58,95],"discovered.":[59,98],"We":[60],"present":[61],"dynamic":[63],"framework,":[64,136],"Celosia,":[65],"inspired":[68],"by":[69],"offering":[73],"good":[74],"accuracy":[75],"high":[77],"performance":[78],"with":[79],"minimal":[80],"human":[81],"intervention.":[82],"Celosia":[83,114],"employs":[84,120],"continuous":[86],"learning":[87],"process":[88],"abnormal":[91],"behaviors":[92],"be":[97],"It":[99],"also":[100],"provides":[101,115],"mechanism":[103],"manually":[105],"define":[106],"normal":[107],"anomalous":[109],"entities":[110],"minimize":[112],"errors.":[113],"layered":[117],"defence":[118],"several":[121],"agents":[122],"performing":[123],"their":[124],"dedicated":[125],"tasks.":[126],"Experimental":[127],"results":[128],"demonstrate":[129],"power":[131],"capabilities":[133],"this":[135],"making":[137],"it":[138],"an":[139],"ideal":[140],"candidate":[141],"for":[142],"devices.":[144]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}