{"id":"https://openalex.org/W4401022547","doi":"https://doi.org/10.3233/web-230109a","title":"Hybrid optimization based deep stacked autoencoder for routing and intrusion detection","display_name":"Hybrid optimization based deep stacked autoencoder for routing and intrusion detection","publication_year":2024,"publication_date":"2024-07-26","ids":{"openalex":"https://openalex.org/W4401022547","doi":"https://doi.org/10.3233/web-230109a"},"language":"en","primary_location":{"id":"doi:10.3233/web-230109a","is_oa":false,"landing_page_url":"https://doi.org/10.3233/web-230109a","pdf_url":null,"source":{"id":"https://openalex.org/S4210183871","display_name":"Web Intelligence","issn_l":"2405-6456","issn":["2405-6456","2405-6464"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Web Intelligence","raw_type":"journal-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/A5022920179","display_name":"Mythili Boopathi","orcid":"https://orcid.org/0000-0001-5957-9860"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mythili Boopathi","raw_affiliation_strings":["School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Katpadi, Vellore, Tamil Nadu, India","School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Katpadi, Vellore-632014, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Katpadi, Vellore, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]},{"raw_affiliation_string":"School of Computer Science Engineering and Information Systems, Vellore Institute of Technology, Katpadi, Vellore-632014, Tamil Nadu, India","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5022920179"],"corresponding_institution_ids":["https://openalex.org/I876193797"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11908039,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":"1","first_page":"3","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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":0.9994000196456909,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9944999814033508,"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"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/normalization","display_name":"Normalization (sociology)","score":0.8751232624053955},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.7645437717437744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6770403981208801},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6026991009712219},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.56309974193573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49683883786201477},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.43489038944244385},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38182333111763},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35193201899528503},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.33393919467926025},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.28954508900642395}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.8751232624053955},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7645437717437744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6770403981208801},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6026991009712219},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.56309974193573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49683883786201477},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.43489038944244385},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38182333111763},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35193201899528503},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33393919467926025},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28954508900642395},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/web-230109a","is_oa":false,"landing_page_url":"https://doi.org/10.3233/web-230109a","pdf_url":null,"source":{"id":"https://openalex.org/S4210183871","display_name":"Web Intelligence","issn_l":"2405-6456","issn":["2405-6456","2405-6464"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Web Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1995064042","https://openalex.org/W1995972800","https://openalex.org/W2009816033","https://openalex.org/W2122994865","https://openalex.org/W2291666607","https://openalex.org/W2517975492","https://openalex.org/W2737879662","https://openalex.org/W2752291283","https://openalex.org/W2791879367","https://openalex.org/W2803614892","https://openalex.org/W2884689635","https://openalex.org/W2921134108","https://openalex.org/W2941288225","https://openalex.org/W2962182762","https://openalex.org/W2974559344","https://openalex.org/W2990268365","https://openalex.org/W2991140181","https://openalex.org/W2991435551","https://openalex.org/W3027870121","https://openalex.org/W3090111074","https://openalex.org/W3119918144","https://openalex.org/W3128910312","https://openalex.org/W3196498354","https://openalex.org/W3203971627","https://openalex.org/W4214638371","https://openalex.org/W4378575886"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W2145836866","https://openalex.org/W2803255133","https://openalex.org/W2909431601"],"abstract_inverted_index":{"This":[0],"research":[1],"introduced":[2],"the":[3,15,25,31,38,45,49,52,54,59,65,91,105,119,123,127],"optimized":[4],"Deep":[5],"Stacked":[6],"Autoencoder":[7],"(DSA)":[8],"for":[9],"performing":[10],"Intrusion":[11],"Detection":[12],"(ID)":[13],"in":[14],"IoT.":[16],"Firstly,":[17],"IoT":[18],"simulation":[19],"is":[20,27,40,56,70,79,87,97,102],"carried":[21],"out":[22],"and":[23,131,138],"then,":[24],"information":[26],"routed":[28],"by":[29,43,63,126],"using":[30,81,99,104],"Chronological":[32],"War":[33,109],"Strategy":[34,110],"Optimization":[35,111],"(CWSO).":[36],"Here,":[37],"CWSO":[39],"newly":[41],"designed":[42],"incorporating":[44],"chronological":[46],"concept":[47],"with":[48],"WSO.":[50],"After":[51],"routing,":[53],"ID":[55,96],"completed":[57],"at":[58],"Base":[60],"station":[61],"(BS)":[62],"executing":[64],"following":[66],"steps.":[67],"Initially,":[68],"data":[69],"obtained":[71],"from":[72],"a":[73],"database,":[74],"after":[75],"that,":[76],"feature":[77,92],"normalization":[78],"done":[80],"min-max":[82],"normalization.":[83],"Meanwhile,":[84],"Canberra":[85],"distance":[86],"applied":[88],"to":[89],"execute":[90],"selection":[93],"process.":[94],"Finally,":[95],"performed":[98],"DSA,":[100],"which":[101],"trained":[103],"Competitive":[106],"Swarm":[107],"Henry":[108],"algorithm":[112],"(CSHWO).":[113],"The":[114],"experimental":[115],"result":[116],"confirms":[117],"that":[118],"invented":[120],"scheme":[121],"accomplished":[122],"superior":[124],"outcome":[125],"energy,":[128],"f-score,":[129],"precision,":[130],"recall":[132],"values":[133],"of":[134],"0.379,":[135],"0.913,":[136],"0.918":[137],"0.912,":[139],"respectively.":[140]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
