{"id":"https://openalex.org/W2946347111","doi":"https://doi.org/10.1109/cns.2019.8802716","title":"Secure Wireless Communication Using Support Vector Machines","display_name":"Secure Wireless Communication Using Support Vector Machines","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2946347111","doi":"https://doi.org/10.1109/cns.2019.8802716","mag":"2946347111"},"language":"en","primary_location":{"id":"doi:10.1109/cns.2019.8802716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cns.2019.8802716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Conference on Communications and Network Security (CNS)","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/A5014062090","display_name":"Tiep M. Hoang","orcid":"https://orcid.org/0000-0002-9806-6408"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tiep M. Hoang","raw_affiliation_strings":["Queen's University Belfast, Belfast, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen's University Belfast, Belfast, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049089848","display_name":"Trung Q. Duong","orcid":"https://orcid.org/0000-0002-4703-4836"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Trung Q. Duong","raw_affiliation_strings":["Queen's University Belfast, Belfast, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen's University Belfast, Belfast, United Kingdom","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009232291","display_name":"Sangarapillai Lambotharan","orcid":"https://orcid.org/0000-0001-5255-7036"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sangarapillai Lambotharan","raw_affiliation_strings":["Loughborough University, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Loughborough University, United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3806,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.95500184,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9886999726295471,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8504889011383057},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7594885230064392},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.6733865737915039},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5998786687850952},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5981602072715759},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5758964419364929},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.43888431787490845},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4243614375591278},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4208185374736786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41955995559692383},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3309364318847656},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31531643867492676},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14941510558128357},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07769301533699036}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8504889011383057},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7594885230064392},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.6733865737915039},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5998786687850952},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5981602072715759},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5758964419364929},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.43888431787490845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4243614375591278},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4208185374736786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41955995559692383},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3309364318847656},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31531643867492676},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14941510558128357},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07769301533699036},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cns.2019.8802716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cns.2019.8802716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Conference on Communications and Network Security (CNS)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/612d2ac3-dc1e-4362-b4a6-69c482b67c15","is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/612d2ac3-dc1e-4362-b4a6-69c482b67c15","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Duong, T Q, Hoang, T M & Lambotharan, S 2019, Secure Wireless Communication Using Support Vector Machines. in 2019 IEEE Conference on Communications and Network Security (CNS): Workshops: Workshop on Physical-layer Methods for Security and Privacy in 5G and the IoT: Proceedings. Institute of Electrical and Electronics Engineers Inc., IEEE Conference on Communications and Network Security, Washington, D.C., United States, 10/06/2019. https://doi.org/10.1109/CNS.2019.8802716","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320312420","display_name":"Newton Fund","ror":"https://ror.org/009twqt47"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1694802015","https://openalex.org/W1733425272","https://openalex.org/W2036235015","https://openalex.org/W2115735006","https://openalex.org/W2119012490","https://openalex.org/W2154170045","https://openalex.org/W2293366823","https://openalex.org/W2332912277","https://openalex.org/W2344173564","https://openalex.org/W2605292858","https://openalex.org/W2769062082","https://openalex.org/W2799146239","https://openalex.org/W2799812926","https://openalex.org/W2885335734","https://openalex.org/W2963166698","https://openalex.org/W2963910109","https://openalex.org/W4236410890","https://openalex.org/W6746206975","https://openalex.org/W6750605399"],"related_works":["https://openalex.org/W2548963335","https://openalex.org/W2159941915","https://openalex.org/W1995129237","https://openalex.org/W4388081250","https://openalex.org/W2387580700","https://openalex.org/W2746581472","https://openalex.org/W60934498","https://openalex.org/W2899285606","https://openalex.org/W2357114597","https://openalex.org/W2115416187"],"abstract_inverted_index":{"We":[0],"consider":[1],"a":[2,35],"wireless":[3],"system":[4,24],"consisting":[5],"of":[6,51,93,102,110],"K":[7],"legal":[8],"users,":[9],"one":[10,14],"access":[11],"point":[12],"(AP)and":[13],"active":[15,95],"eavesdropper.":[16],"The":[17,49,100],"eavesdropper":[18],"is":[19,106],"assumed":[20],"to":[21,37],"attack":[22],"the":[23,26,52,69,82,90],"in":[25,97,108],"uplink":[27],"phase.":[28],"Focusing":[29],"on":[30,68],"intrusion":[31],"detection,":[32],"we":[33,88],"introduce":[34],"framework":[36],"create":[38],"datasets":[39,61],"that":[40],"are":[41,62],"then":[42],"put":[43],"into":[44],"support":[45],"vector":[46],"machine":[47],"(SVM)classifiers.":[48],"characteristics":[50],"three":[53,70],"features":[54],"(i.e.,":[55],"MEAN,":[56],"RATIO":[57],"and":[58,79,112],"SUM)in":[59],"our":[60,103],"formulated":[63],"from":[64],"post-processing":[65],"signals.":[66],"Based":[67],"defined":[71],"features,":[72],"artificial":[73],"training":[74,85],"data":[75],"(ATD)is":[76],"also":[77],"formed":[78],"used":[80],"at":[81],"AP.":[83],"By":[84],"SVM":[86],"models,":[87],"show":[89],"high":[91],"feasibility":[92],"detecting":[94],"eavesdroppers":[96],"many":[98],"cases.":[99],"performance":[101],"proposed":[104],"approach":[105],"evaluated":[107],"terms":[109],"accuracy":[111],"through":[113],"numerical":[114],"examples.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}