{"id":"https://openalex.org/W3201640968","doi":"https://doi.org/10.1109/jiot.2021.3113577","title":"MUD-Based Behavioral Profiling Security Framework for Software-Defined IoT Networks","display_name":"MUD-Based Behavioral Profiling Security Framework for Software-Defined IoT Networks","publication_year":2021,"publication_date":"2021-09-17","ids":{"openalex":"https://openalex.org/W3201640968","doi":"https://doi.org/10.1109/jiot.2021.3113577","mag":"3201640968"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2021.3113577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3113577","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","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/A5011073660","display_name":"Prabhakar Krishnan","orcid":"https://orcid.org/0000-0001-6702-112X"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prabhakar Krishnan","raw_affiliation_strings":["Center for Cybersecurity Systems and Networks, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"affiliations":[{"raw_affiliation_string":"Center for Cybersecurity Systems and Networks, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013774176","display_name":"Kurunandan Jain","orcid":"https://orcid.org/0000-0003-2038-1114"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kurunandan Jain","raw_affiliation_strings":["Center for Cybersecurity Systems and Networks, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"affiliations":[{"raw_affiliation_string":"Center for Cybersecurity Systems and Networks, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014716105","display_name":"Rajkumar Buyya","orcid":"https://orcid.org/0000-0001-9754-6496"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rajkumar Buyya","raw_affiliation_strings":["Cloud Computing and Distributed Systems Laboratory, School of Computing and Information Systems, University of Melbourne, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Cloud Computing and Distributed Systems Laboratory, School of Computing and Information Systems, University of Melbourne, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028044712","display_name":"Pandi Vijayakumar","orcid":"https://orcid.org/0000-0001-5451-8946"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pandi Vijayakumar","raw_affiliation_strings":["Department of Computer Science and Engineering, University College of Engineering Tindivanam, Tindivanam, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University College of Engineering Tindivanam, Tindivanam, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091880648","display_name":"Anand Nayyar","orcid":"https://orcid.org/0000-0002-9821-6146"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Anand Nayyar","raw_affiliation_strings":["Graduate School, Faculty of Information Technology, Duy Tan University, Da Nang, Vietnam"],"affiliations":[{"raw_affiliation_string":"Graduate School, Faculty of Information Technology, Duy Tan University, Da Nang, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043302955","display_name":"Muhammad Bilal","orcid":"https://orcid.org/0000-0003-4221-0877"},"institutions":[{"id":"https://openalex.org/I83436808","display_name":"Hankuk University of Foreign Studies","ror":"https://ror.org/051q2m369","country_code":"KR","type":"education","lineage":["https://openalex.org/I83436808"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Muhammad Bilal","raw_affiliation_strings":["Department of Computer Engineering, Hankuk University of Foreign Studies, Yongin, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Hankuk University of Foreign Studies, Yongin, South Korea","institution_ids":["https://openalex.org/I83436808"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079301418","display_name":"Houbing Song","orcid":"https://orcid.org/0000-0003-2631-9223"},"institutions":[{"id":"https://openalex.org/I84475105","display_name":"Embry\u2013Riddle Aeronautical University","ror":"https://ror.org/010jskt71","country_code":"US","type":"education","lineage":["https://openalex.org/I84475105"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Houbing Song","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Security and Optimization for Networked Globe Laboratory, Embry-Riddle Aeronautical University, Daytona Beach, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Security and Optimization for Networked Globe Laboratory, Embry-Riddle Aeronautical University, Daytona Beach, FL, USA","institution_ids":["https://openalex.org/I84475105"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5011073660"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":7.8389,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.97660491,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"9","issue":"9","first_page":"6611","last_page":"6622"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9990000128746033,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/software-deployment","display_name":"Software deployment","score":0.8390942811965942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8363771438598633},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7067378759384155},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6218138933181763},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6090213060379028},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5300039052963257},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5284573435783386},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.4759649634361267},{"id":"https://openalex.org/keywords/software-security-assurance","display_name":"Software security assurance","score":0.41209617257118225},{"id":"https://openalex.org/keywords/security-service","display_name":"Security service","score":0.19667592644691467},{"id":"https://openalex.org/keywords/information-security","display_name":"Information security","score":0.1941385269165039},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.16463106870651245}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8390942811965942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8363771438598633},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7067378759384155},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6218138933181763},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6090213060379028},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5300039052963257},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5284573435783386},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.4759649634361267},{"id":"https://openalex.org/C62913178","wikidata":"https://www.wikidata.org/wiki/Q7554361","display_name":"Software security assurance","level":4,"score":0.41209617257118225},{"id":"https://openalex.org/C29983905","wikidata":"https://www.wikidata.org/wiki/Q7445066","display_name":"Security service","level":3,"score":0.19667592644691467},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.1941385269165039},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.16463106870651245},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jiot.2021.3113577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3113577","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:204909","is_oa":false,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/204909/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:works.bepress.com:houbing_song-1554","is_oa":false,"landing_page_url":"https://works.bepress.com/houbing_song/432","pdf_url":null,"source":{"id":"https://openalex.org/S4377196356","display_name":"Scholarly Commons (Embry\u2013Riddle Aeronautical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I84475105","host_organization_name":"Embry\u2013Riddle Aeronautical University","host_organization_lineage":["https://openalex.org/I84475105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Houbing Song","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2408302068","https://openalex.org/W2574448563","https://openalex.org/W2602652370","https://openalex.org/W2612437872","https://openalex.org/W2621148797","https://openalex.org/W2625587722","https://openalex.org/W2766295581","https://openalex.org/W2768718335","https://openalex.org/W2771524937","https://openalex.org/W2776627621","https://openalex.org/W2783741806","https://openalex.org/W2789828921","https://openalex.org/W2887792592","https://openalex.org/W2910597635","https://openalex.org/W2921076509","https://openalex.org/W2930144424","https://openalex.org/W2953206716","https://openalex.org/W2963748489","https://openalex.org/W2977752193","https://openalex.org/W2982581946","https://openalex.org/W2990502541","https://openalex.org/W2991507433","https://openalex.org/W2999613521","https://openalex.org/W3169184470","https://openalex.org/W6687177199","https://openalex.org/W6761174114"],"related_works":["https://openalex.org/W2061466315","https://openalex.org/W2376886931","https://openalex.org/W2010561419","https://openalex.org/W2374845301","https://openalex.org/W2351448539","https://openalex.org/W1977863481","https://openalex.org/W2384741105","https://openalex.org/W3157271777","https://openalex.org/W2377372927","https://openalex.org/W1495178644"],"abstract_inverted_index":{"The":[0,106,129],"rapid":[1],"development":[2],"and":[3,14,69,83,96,111,144,173],"deployment":[4],"of":[5,7,93,103,164],"Internet":[6],"Things":[8],"(IoT)":[9],"devices":[10,60],"in":[11,49,66,79,125,135,148,162],"modern":[12],"networks":[13],"Industry":[15],"4.0":[16],"have":[17],"attracted":[18],"substantial":[19],"interest":[20],"from":[21],"cybersecurity":[22],"researchers.":[23],"In":[24],"this":[25],"study,":[26],"we":[27],"propose":[28],"a":[29,63,87],"software-defined":[30,97],"framework":[31,88],"that":[32,75,89,155],"improves":[33],"network":[34,118],"intrusion":[35],"detection":[36,166],"systems":[37],"by":[38],"using":[39],"manufacturer":[40],"usage":[41],"description":[42],"(MUD)":[43],"to":[44,54,99,146],"enhance":[45],"the":[46,91,101,112,117,126,140,149],"behavioral":[47,130],"monitoring":[48],"IoT":[50,58,150],"networks.":[51],"We":[52,85],"aim":[53],"explore":[55],"whether":[56],"Industrial":[57],"(IIoT)":[59],"typically":[61],"serve":[62],"common":[64],"role":[65],"cyber–physical":[67],"systems,":[68],"their":[70],"communications":[71],"exhibit":[72],"predictable":[73],"patterns":[74],"can":[76],"be":[77],"defined":[78],"MUD":[80,107],"profile(s)":[81],"formally":[82],"succinctly.":[84],"design":[86],"utilizes":[90],"concept":[92],"digital":[94,119],"twins":[95],"networking":[98],"improve":[100],"security":[102,143,169],"IIoT":[104],"environments.":[105],"data":[108],"are":[109,114,123],"profiled,":[110],"actions":[113],"evaluated":[115],"on":[116],"twin":[120],"before":[121],"they":[122],"used":[124],"physical":[127],"network.":[128],"profiling":[131],"system":[132,142],"is":[133],"updated":[134],"real":[136],"time,":[137,172],"thereby":[138],"improving":[139],"overall":[141],"compliance":[145],"policies":[147],"deployment.":[151],"Evaluation":[152],"results":[153],"show":[154],"our":[156],"solution":[157],"outperforms":[158],"existing":[159],"approaches":[160],"substantially":[161],"terms":[163],"attack":[165],"accuracy,":[167],"predicting":[168],"incidents,":[170],"response":[171],"resource":[174],"usage.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":13}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}