{"id":"https://openalex.org/W2990218685","doi":"https://doi.org/10.1145/3368235.3368876","title":"MEML: Resource-aware MQTT-based Machine Learning for Network Attacks Detection on IoT Edge Devices","display_name":"MEML: Resource-aware MQTT-based Machine Learning for Network Attacks Detection on IoT Edge Devices","publication_year":2019,"publication_date":"2019-12-02","ids":{"openalex":"https://openalex.org/W2990218685","doi":"https://doi.org/10.1145/3368235.3368876","mag":"2990218685"},"language":"en","primary_location":{"id":"doi:10.1145/3368235.3368876","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3368235.3368876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing Companion","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/A5011052188","display_name":"Andrii Shalaginov","orcid":"https://orcid.org/0000-0003-1980-6875"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Andrii Shalaginov","raw_affiliation_strings":["Norwegian University of Science and Technology, Gjovik, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Gjovik, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022486549","display_name":"Oleksandr Semeniuta","orcid":"https://orcid.org/0000-0003-2005-2388"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Oleksandr Semeniuta","raw_affiliation_strings":["Norwegian University of Science and Technology, Gjovik, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, Gjovik, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018409592","display_name":"Mamoun Alazab","orcid":"https://orcid.org/0000-0002-1928-3704"},"institutions":[{"id":"https://openalex.org/I29894533","display_name":"Charles Darwin University","ror":"https://ror.org/048zcaj52","country_code":"AU","type":"education","lineage":["https://openalex.org/I29894533"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mamoun Alazab","raw_affiliation_strings":["Charles Darwin University, Casuarina, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charles Darwin University, Casuarina, Australia","institution_ids":["https://openalex.org/I29894533"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"123","last_page":"128"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9983000159263611,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.8128909468650818},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6539554595947266},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6461543440818787},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6401588320732117},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6192619800567627},{"id":"https://openalex.org/keywords/mqtt","display_name":"MQTT","score":0.49781250953674316},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4891059994697571},{"id":"https://openalex.org/keywords/footprint","display_name":"Footprint","score":0.46709010004997253},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44309842586517334},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4347043037414551},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4311140179634094},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41350698471069336},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4085228443145752},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.369813472032547},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3480777144432068},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.3143768906593323},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23360872268676758},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1136527955532074}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8128909468650818},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6539554595947266},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6461543440818787},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6401588320732117},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6192619800567627},{"id":"https://openalex.org/C132868160","wikidata":"https://www.wikidata.org/wiki/Q10322548","display_name":"MQTT","level":3,"score":0.49781250953674316},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4891059994697571},{"id":"https://openalex.org/C132943942","wikidata":"https://www.wikidata.org/wiki/Q2562511","display_name":"Footprint","level":2,"score":0.46709010004997253},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44309842586517334},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4347043037414551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4311140179634094},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41350698471069336},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4085228443145752},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.369813472032547},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3480777144432068},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3143768906593323},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23360872268676758},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1136527955532074},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3368235.3368876","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3368235.3368876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing Companion","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":26,"referenced_works":["https://openalex.org/W8722571","https://openalex.org/W1995678176","https://openalex.org/W2061469216","https://openalex.org/W2099940443","https://openalex.org/W2416799949","https://openalex.org/W2541943722","https://openalex.org/W2555710006","https://openalex.org/W2608418534","https://openalex.org/W2732951378","https://openalex.org/W2763068163","https://openalex.org/W2774692958","https://openalex.org/W2790016418","https://openalex.org/W2796104866","https://openalex.org/W2808052525","https://openalex.org/W2884378210","https://openalex.org/W2890159601","https://openalex.org/W2902006351","https://openalex.org/W2911376865","https://openalex.org/W2912715014","https://openalex.org/W2918891759","https://openalex.org/W2926701059","https://openalex.org/W2946603056","https://openalex.org/W3097570039","https://openalex.org/W3099769178","https://openalex.org/W3123969097","https://openalex.org/W3198954758"],"related_works":["https://openalex.org/W2769489861","https://openalex.org/W2802923594","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435"],"abstract_inverted_index":{"Growing":[0],"number":[1,41],"of":[2,13,42,58,71,112,120,134],"Smart":[3],"Applications":[4],"in":[5,23,27,77,79,103,181],"recent":[6],"years":[7],"bring":[8],"a":[9],"completely":[10],"new":[11,121],"landscape":[12],"cyber-attacks":[14],"and":[15,35,64,91,136],"exploitation":[16],"scenario":[17],"that":[18,108,172],"have":[19,30],"not":[20,116],"been":[21,68],"seen":[22],"wild":[24],"before.":[25],"Devices":[26],"Edge":[28],"commonly":[29],"very":[31],"limited":[32],"computational":[33,166],"resources":[34],"corresponding":[36],"power":[37],"source":[38],"reducing":[39,165],"the":[40,56,87,101,109,113,131,145],"conventional":[43,132],"cybersecurity":[44,84],"measures":[45],"available":[46],"for":[47,178],"deployment.":[48],"This":[49],"also":[50],"puts":[51],"strict":[52],"requirements":[53],"on":[54,152,168],"how":[55,144],"signatures":[57],"malicious":[59],"actions":[60],"can":[61,124,148],"be":[62,125,149,176],"updated":[63],"actualized.":[65],"It":[66],"has":[67],"proved":[69],"efficiency":[70],"Machine":[72,146],"Learning":[73,147],"models,":[74],"Neural":[75],"Networks":[76],"particular,":[78],"multiple":[80],"tasks":[81],"related":[82],"to":[83,86,100,130],"due":[85],"high-abstract":[88],"precise":[89],"models":[90],"training":[92,111],"from":[93],"historical":[94],"data.":[95],"However,":[96],"when":[97],"it":[98,105],"comes":[99],"devices":[102],"Edge,":[104],"is":[106,115],"clear":[107],"extensive":[110],"model":[114,138],"possible,":[117],"while":[118,154],"testing":[119],"unseen":[122],"data":[123],"successfully":[126,150],"done.":[127],"In":[128],"addition":[129],"understanding":[133],"off-line":[135],"on-line":[137],"training,":[139],"this":[140],"contribution":[141],"looks":[142],"into":[143],"deployed":[151],"IoT":[153],"putting":[155],"unnecessary":[156],"computations":[157],"off-chip":[158],"through":[159],"parameters":[160],"transfer":[161],"over":[162],"MQTT":[163],"network,":[164],"footprint":[167],"micro-controllers.":[169],"We":[170],"believe":[171],"proposed":[173],"approach":[174],"will":[175],"beneficial":[177],"many":[179],"applications":[180],"resource-constrained":[182],"environment.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
