{"id":"https://openalex.org/W4307397908","doi":"https://doi.org/10.1016/j.ijin.2022.10.003","title":"Security behavior analysis in web of things smart environments using deep belief networks","display_name":"Security behavior analysis in web of things smart environments using deep belief networks","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4307397908","doi":"https://doi.org/10.1016/j.ijin.2022.10.003"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijin.2022.10.003","pdf_url":null,"source":{"id":"https://openalex.org/S4210202467","display_name":"International Journal of Intelligent Networks","issn_l":"2666-6030","issn":["2666-6030"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.ijin.2022.10.003","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101481064","display_name":"M. Premkumar","orcid":"https://orcid.org/0000-0003-0517-1055"},"institutions":[{"id":"https://openalex.org/I4210119396","display_name":"Social Service Sericulture Project Trust","ror":"https://ror.org/02sb4r018","country_code":"IN","type":"nonprofit","lineage":["https://openalex.org/I4210119396"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"M. Premkumar","raw_affiliation_strings":["Department of ECE, SSM Institute of Engineering and Technology, Dindigul, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, SSM Institute of Engineering and Technology, Dindigul, India","institution_ids":["https://openalex.org/I4210119396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013929263","display_name":"S. R. Ashokkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I4387155381","display_name":"Sri Eshwar College of Engineering","ror":"https://ror.org/02f1z8215","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155381"]}],"countries":[],"is_corresponding":false,"raw_author_name":"S.R. Ashokkumar","raw_affiliation_strings":["Department of CCE, Sri Eshwar College of Engineering, Coimbatore, India"],"affiliations":[{"raw_affiliation_string":"Department of CCE, Sri Eshwar College of Engineering, Coimbatore, India","institution_ids":["https://openalex.org/I4387155381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007734917","display_name":"G. Mohanbabu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119396","display_name":"Social Service Sericulture Project Trust","ror":"https://ror.org/02sb4r018","country_code":"IN","type":"nonprofit","lineage":["https://openalex.org/I4210119396"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Mohanbabu","raw_affiliation_strings":["Department of ECE, SSM Institute of Engineering and Technology, Dindigul, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, SSM Institute of Engineering and Technology, Dindigul, India","institution_ids":["https://openalex.org/I4210119396"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019126380","display_name":"V. Jeevanantham","orcid":null},"institutions":[{"id":"https://openalex.org/I1330855593","display_name":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology","ror":"https://ror.org/05bc5bx80","country_code":"IN","type":"education","lineage":["https://openalex.org/I1330855593"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Jeevanantham","raw_affiliation_strings":["Department of CSE, Vel Tech Rangarajan Dr. Sagunthala R & D Institute of Science and Technology, Chennai, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Vel Tech Rangarajan Dr. Sagunthala R & D Institute of Science and Technology, Chennai, India","institution_ids":["https://openalex.org/I1330855593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102735806","display_name":"S. Jayakumar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119396","display_name":"Social Service Sericulture Project Trust","ror":"https://ror.org/02sb4r018","country_code":"IN","type":"nonprofit","lineage":["https://openalex.org/I4210119396"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Jayakumar","raw_affiliation_strings":["Department of ECE, SSM Institute of Engineering and Technology, Dindigul, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, SSM Institute of Engineering and Technology, Dindigul, India","institution_ids":["https://openalex.org/I4210119396"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101481064"],"corresponding_institution_ids":["https://openalex.org/I4210119396"],"apc_list":{"value":800,"currency":"USD","value_usd":800,"provenance":"doaj"},"apc_paid":{"value":800,"currency":"USD","value_usd":800,"provenance":"doaj"},"fwci":3.617,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.690554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"3","issue":null,"first_page":"181","last_page":"187"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9999,"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":0.9999,"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":0.9988,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9935,"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/botnet","display_name":"Botnet","score":0.61454785}],"concepts":[{"id":"https://openalex.org/C38822068","wikidata":"https://www.wikidata.org/wiki/Q131406","display_name":"Denial-of-service attack","level":3,"score":0.76560426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7623104},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.66733885},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6647858},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.61454785},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.57123363},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.48187026},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.44816115},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37321258},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2568267}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijin.2022.10.003","pdf_url":null,"source":{"id":"https://openalex.org/S4210202467","display_name":"International Journal of Intelligent Networks","issn_l":"2666-6030","issn":["2666-6030"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://doaj.org/article/369066fdc0b34a69b7ae8523da34bec6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijin.2022.10.003","pdf_url":null,"source":{"id":"https://openalex.org/S4210202467","display_name":"International Journal of Intelligent Networks","issn_l":"2666-6030","issn":["2666-6030"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":13,"referenced_works":["https://openalex.org/W2483521113","https://openalex.org/W2737511514","https://openalex.org/W2906140151","https://openalex.org/W2913894086","https://openalex.org/W2941875011","https://openalex.org/W3014819769","https://openalex.org/W3146778731","https://openalex.org/W3177280216","https://openalex.org/W3212678646","https://openalex.org/W3215017422","https://openalex.org/W4205908404","https://openalex.org/W4207012370","https://openalex.org/W4242768751"],"related_works":["https://openalex.org/W4230824443","https://openalex.org/W3187581118","https://openalex.org/W3143747655","https://openalex.org/W2901835651","https://openalex.org/W2883616266","https://openalex.org/W2559738661","https://openalex.org/W2378449000","https://openalex.org/W2294483539","https://openalex.org/W2097156747","https://openalex.org/W2038807247"],"abstract_inverted_index":{"The":[0,30,97,133],"advancements":[1],"in":[2,13,65,125,143,163],"modern":[3],"wireless":[4],"communications":[5],"enhances":[6],"the":[7,15,33,42,50,71,103,109,116,123,126,148,167,171,182],"Internet":[8],"of":[9,18,32,35,44,94,112,184,186,190],"Things":[10,36],"(IoT)":[11],"which":[12,20],"turns":[14],"extensive":[16],"variety":[17],"applications":[19],"covers":[21],"smart":[22,25,46,68],"home,":[23],"healthcare,":[24],"energy,":[26],"and":[27,78,99,114,121,159,176,179,188],"Industrial":[28],"4.0.":[29],"idea":[31],"Web":[34,160],"(WoT)":[37],"was":[38],"established":[39],"to":[40,75,91,146],"expand":[41],"potential":[43],"these":[45],"devices.":[47],"It":[48,59],"enables":[49],"devices":[51,69,83],"that":[52,106],"are":[53,102],"connected":[54],"through":[55],"a":[56,62,129],"common":[57],"network.":[58],"has":[60],"played":[61],"significant":[63,130],"part":[64],"connecting":[66],"all":[67],"over":[70],"internet,":[72],"allowing":[73],"them":[74],"share":[76],"services":[77],"resources":[79],"globally.":[80],"However,":[81],"as":[82],"become":[84,88],"more":[85,89],"connected,":[86],"they":[87],"exposed":[90],"various":[92],"forms":[93],"malicious":[95,117,149],"activities.":[96],"DDoS":[98],"DoS":[100],"attacks":[101,124,162],"major":[104],"one":[105],"can":[107],"disrupt":[108],"regular":[110],"operation":[111],"network":[113],"expose":[115],"information.":[118],"So":[119],"detecting":[120],"preventing":[122],"WoT":[127],"is":[128,141],"research":[131],"area.":[132],"deep":[134],"belief":[135],"networks":[136],"based":[137,161],"intrusion":[138],"detection":[139,191],"system":[140],"proposed":[142,168],"this":[144],"paper":[145],"detect":[147],"activities":[150],"like":[151],"Normal,":[152],"Botnet,":[153],"Brute":[154],"Force,":[155],"Dos/DDos,":[156],"Infiltration,":[157],"PortScan":[158],"WoTs.":[164],"We":[165],"examined":[166],"method":[169],"with":[170],"CICIDS2017":[172],"dataset":[173],"for":[174],"training":[175],"testing":[177],"purposes":[178],"also":[180],"achieved":[181],"average":[183],"97.8%":[185],"accuracy":[187],"97.6%":[189],"rate.":[192]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4307397908","counts_by_year":[{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":13}],"updated_date":"2025-01-03T06:48:00.259249","created_date":"2022-11-01"}