{"id":"https://openalex.org/W4392932370","doi":"https://doi.org/10.1109/ccnc51664.2024.10454696","title":"Data-Driven Learning Based Secrecy Rate Optimization for RIS-Assisted Secure Wireless Networks: A Multi-Armed Bandit Approach","display_name":"Data-Driven Learning Based Secrecy Rate Optimization for RIS-Assisted Secure Wireless Networks: A Multi-Armed Bandit Approach","publication_year":2024,"publication_date":"2024-01-06","ids":{"openalex":"https://openalex.org/W4392932370","doi":"https://doi.org/10.1109/ccnc51664.2024.10454696"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc51664.2024.10454696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc51664.2024.10454696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 21st Consumer Communications & Networking Conference (CCNC)","raw_type":"proceedings-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/A5114137308","display_name":"Hongshan Mao","orcid":null},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hongshan Mao","raw_affiliation_strings":["University of Nevada, Reno,Department of Electrical and Biomedical Engineering,Reno,US","Department of Electrical and Biomedical Engineering, University of Nevada, Reno, Reno, US"],"affiliations":[{"raw_affiliation_string":"University of Nevada, Reno,Department of Electrical and Biomedical Engineering,Reno,US","institution_ids":["https://openalex.org/I134113660"]},{"raw_affiliation_string":"Department of Electrical and Biomedical Engineering, University of Nevada, Reno, Reno, US","institution_ids":["https://openalex.org/I134113660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100717012","display_name":"Hao Xu","orcid":"https://orcid.org/0000-0003-4130-7925"},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Xu","raw_affiliation_strings":["University of Nevada, Reno,Department of Electrical and Biomedical Engineering,Reno,US","Department of Electrical and Biomedical Engineering, University of Nevada, Reno, Reno, US"],"affiliations":[{"raw_affiliation_string":"University of Nevada, Reno,Department of Electrical and Biomedical Engineering,Reno,US","institution_ids":["https://openalex.org/I134113660"]},{"raw_affiliation_string":"Department of Electrical and Biomedical Engineering, University of Nevada, Reno, Reno, US","institution_ids":["https://openalex.org/I134113660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5114137308"],"corresponding_institution_ids":["https://openalex.org/I134113660"],"apc_list":null,"apc_paid":null,"fwci":0.2225,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47382955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9958999752998352,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9854999780654907,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/secrecy","display_name":"Secrecy","score":0.8432247042655945},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7087302207946777},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.47078198194503784},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4188993573188782},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32956767082214355},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24536815285682678},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12342110276222229}],"concepts":[{"id":"https://openalex.org/C2776452267","wikidata":"https://www.wikidata.org/wiki/Q1503443","display_name":"Secrecy","level":2,"score":0.8432247042655945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7087302207946777},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.47078198194503784},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4188993573188782},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32956767082214355},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24536815285682678},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12342110276222229}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccnc51664.2024.10454696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc51664.2024.10454696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 21st Consumer Communications & Networking Conference (CCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7881016992","display_name":null,"funder_award_id":"2128656","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2950077417","https://openalex.org/W3034281970","https://openalex.org/W3036622236","https://openalex.org/W3040918692","https://openalex.org/W3125035800","https://openalex.org/W3134459480","https://openalex.org/W3135801915","https://openalex.org/W3149825481","https://openalex.org/W3212148169","https://openalex.org/W4210391766","https://openalex.org/W4226096577","https://openalex.org/W4288064735","https://openalex.org/W4313145982","https://openalex.org/W4316660263","https://openalex.org/W4327778772","https://openalex.org/W4376480805"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2493929861","https://openalex.org/W2016567611","https://openalex.org/W2475541339","https://openalex.org/W565335793","https://openalex.org/W2363071176","https://openalex.org/W2107199751","https://openalex.org/W4243812570"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"the":[3,23,34,62,67,97,129,132],"secrecy":[4,42,65,98,105],"rate":[5],"optimization":[6,43],"problem":[7],"for":[8,44],"Reconfigurable":[9],"Intelligent":[10],"Surface":[11],"(RIS)":[12],"assisted":[13],"secure":[14],"wireless":[15,38,47,101],"networks":[16,48],"is":[17,30,56],"investigated.":[18],"However,":[19],"to":[20,32,60],"fully":[21],"stimulate":[22],"potential":[24],"of":[25,36,99,131,141],"RIS,":[26,114],"a":[27,41,78,139],"novel":[28],"algorithm":[29,82,93,134],"needed":[31],"optimize":[33],"security":[35],"RIS-assisted":[37,46,100],"networks.":[39],"Specifically,":[40],"multiple":[45],"with":[49,77,84],"uncertain":[50],"environments":[51],"as":[52,54],"well":[53],"eavesdropping":[55],"given":[57],"first.":[58],"Then,":[59],"solve":[61],"formulated":[63],"optimal":[64],"problem,":[66],"Multi-Armed":[68],"Bandit":[69],"(MAB)":[70],"has":[71,135],"been":[72,136],"adopted":[73],"and":[74,121],"further":[75],"integrated":[76],"deep":[79],"reinforcement":[80],"learning":[81],"along":[83],"Deep":[85],"Deterministic":[86],"Policy":[87],"Gradients":[88],"(DDPG)":[89],"technique.":[90],"This":[91],"developed":[92,133],"can":[94],"effectively":[95],"enhance":[96],"networks,":[102],"i.e.":[103],"minimizing":[104],"outage":[106],"probability,":[107],"etc.,":[108],"not":[109],"only":[110],"through":[111,138],"selecting":[112],"appropriate":[113],"but":[115],"also":[116],"by":[117],"optimizing":[118],"transmit":[119],"power":[120],"phase":[122],"shift":[123],"matrix":[124],"in":[125],"selected":[126],"RIS.":[127],"Eventually,":[128],"effectiveness":[130],"demonstrated":[137],"series":[140],"numerical":[142],"simulations.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}