{"id":"https://openalex.org/W4393146114","doi":"https://doi.org/10.1109/ants59832.2023.10468811","title":"ML-Augmented Network Packet Broker based Anomaly Detection at IIoT-Edge Egress Port","display_name":"ML-Augmented Network Packet Broker based Anomaly Detection at IIoT-Edge Egress Port","publication_year":2023,"publication_date":"2023-12-17","ids":{"openalex":"https://openalex.org/W4393146114","doi":"https://doi.org/10.1109/ants59832.2023.10468811"},"language":"en","primary_location":{"id":"doi:10.1109/ants59832.2023.10468811","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ants59832.2023.10468811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","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/A5006908783","display_name":"Sasirekha GVK","orcid":"https://orcid.org/0000-0003-4450-5871"},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sasirekha GVK","raw_affiliation_strings":["International Institute of Information Technology,CIET,Bangalore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,CIET,Bangalore,India","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094237118","display_name":"Annapoorna GH","orcid":null},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Annapoorna GH","raw_affiliation_strings":["International Institute of Information Technology,CIET,Bangalore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,CIET,Bangalore,India","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061397479","display_name":"Madhav Rao","orcid":"https://orcid.org/0000-0003-2278-9148"},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Madhav Rao","raw_affiliation_strings":["International Institute of Information Technology,CIET,Bangalore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,CIET,Bangalore,India","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007550305","display_name":"Jyotsna Bapat","orcid":"https://orcid.org/0000-0003-0866-9895"},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jyotsna Bapat","raw_affiliation_strings":["International Institute of Information Technology,CIET,Bangalore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,CIET,Bangalore,India","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031374866","display_name":"Debabrata Das","orcid":"https://orcid.org/0000-0002-7042-4824"},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debabrata Das","raw_affiliation_strings":["International Institute of Information Technology,CIET,Bangalore,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,CIET,Bangalore,India","institution_ids":["https://openalex.org/I181514455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181514455"],"apc_list":null,"apc_paid":null,"fwci":0.3628,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56500022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"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":0.9933000206947327,"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":0.9933000206947327,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9448000192642212,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9261999726295471,"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/computer-science","display_name":"Computer science","score":0.7032044529914856},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6596527099609375},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6308359503746033},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6297041177749634},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5786318778991699},{"id":"https://openalex.org/keywords/port","display_name":"Port (circuit theory)","score":0.5216386914253235},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"Deep packet inspection","score":0.43921971321105957},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20262092351913452},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1044284999370575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08934000134468079},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.06117573380470276}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7032044529914856},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6596527099609375},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6308359503746033},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6297041177749634},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5786318778991699},{"id":"https://openalex.org/C32802771","wikidata":"https://www.wikidata.org/wiki/Q2443617","display_name":"Port (circuit theory)","level":2,"score":0.5216386914253235},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.43921971321105957},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20262092351913452},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1044284999370575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08934000134468079},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.06117573380470276}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ants59832.2023.10468811","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ants59832.2023.10468811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2887036846","https://openalex.org/W2903637278","https://openalex.org/W2943089161","https://openalex.org/W2979406270","https://openalex.org/W3005619187","https://openalex.org/W3012046663","https://openalex.org/W3081663957","https://openalex.org/W3103595556","https://openalex.org/W3107917562","https://openalex.org/W3120904132","https://openalex.org/W3158054680","https://openalex.org/W3199635741","https://openalex.org/W3201829022","https://openalex.org/W3204792716","https://openalex.org/W3213692590","https://openalex.org/W4214892063","https://openalex.org/W4285103550","https://openalex.org/W4309158980","https://openalex.org/W4312808744","https://openalex.org/W4312998458","https://openalex.org/W4366502808","https://openalex.org/W4375840554","https://openalex.org/W4377704936"],"related_works":["https://openalex.org/W2594425278","https://openalex.org/W1544967040","https://openalex.org/W2753223082","https://openalex.org/W3025119703","https://openalex.org/W4226031521","https://openalex.org/W3160314615","https://openalex.org/W2381288267","https://openalex.org/W2155469080","https://openalex.org/W4241964992","https://openalex.org/W2299887038"],"abstract_inverted_index":{"Industrial":[0],"Internet":[1],"of":[2,36,48,53,68,91,95,107,111,126,153,171,194,204,209,211,224,231,240,246],"Things":[3],"(IIoT)":[4],"refers":[5],"to":[6,16,28,32,236],"networked":[7],"entities":[8],"like":[9],"smart":[10],"sensors,":[11],"actuators,":[12],"computers,":[13],"etc.,":[14],"deployed":[15],"enhance":[17],"the":[18,34,37,43,54,88,92,105,124,132,136,150,154,172,176,179,188,195,212,216,222,225,238,241],"manufacturing":[19],"and":[20,40,64],"industrial":[21],"processes.":[22],"However,":[23],"an":[24,59,96,108,162,186],"IIoT":[25],"system":[26,98,103,143,196,242],"needs":[27],"be":[29],"ethically":[30],"designed":[31],"build":[33],"trust":[35],"users.":[38],"Privacy":[39],"security":[41,56],"form":[42],"technological":[44],"basis":[45],"for":[46,148,156,243],"trustworthiness":[47],"any":[49,244],"IoT":[50,97],"system.":[51],"One":[52],"important":[55],"tools":[57],"is":[58,99,174],"Intrusion":[60],"Detection":[61],"System":[62],"(IDS),":[63],"it":[65],"involves":[66],"detection":[67,227],"system\u2019s":[69],"deviations":[70],"from":[71,135],"expected":[72],"behavior.":[73],"In":[74],"this":[75],"paper,":[76],"a":[77,157,166,229],"novel":[78],"Network":[79],"Packet":[80],"Broker":[81],"(NPB)":[82],"based":[83,114],"anomaly":[84,141,226],"detector":[85,142],"positioned":[86],"at":[87],"egress":[89,151],"port":[90],"edge":[93,155],"device":[94],"proposed.":[100],"The":[101,139,192,219],"proposed":[102,140],"combines":[104],"advantages":[106],"NPB":[109],"capable":[110],"detecting":[112],"signature":[113],"anomalies":[115,177],"on":[116,131],"high":[117],"speed":[118],"zero":[119],"packet":[120],"dropped":[121],"data,":[122],"with":[123,200],"flexibility":[125],"adding":[127],"ML":[128,232],"algorithms":[129],"applied":[130],"features":[133],"extracted":[134],"captured":[137],"data.":[138],"has":[144,197],"been":[145,183,198],"tested":[146],"successfully":[147],"monitoring":[149],"traffic":[152,181,213],"client-server":[158],"REST":[159],"application,":[160],"using":[161,185,228],"experimental":[163],"setup":[164,173],"in":[165,178,207],"lab.":[167],"An":[168],"ingenious":[169],"feature":[170],"that":[175],"normal":[180],"have":[182],"introduced":[184],"off":[187],"shelf":[189],"Ethernet":[190,217],"tester.":[191,218],"performance":[193],"evaluated":[199],"varying":[201],"severity":[202],"levels":[203],"anomalies,":[205],"measured":[206],"terms":[208],"bandwidth":[210],"generated":[214],"by":[215],"results":[220],"showing":[221],"accuracies":[223],"set":[230],"classifiers,":[233],"are":[234],"presented,":[235],"demonstrate":[237],"feasibility":[239],"vertical":[245],"IIoT.":[247]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}