{"id":"https://openalex.org/W3163127313","doi":"https://doi.org/10.1109/wcnc49053.2021.9417271","title":"Adversarial Reinforcement Learning in Dynamic Channel Access and Power Control","display_name":"Adversarial Reinforcement Learning in Dynamic Channel Access and Power Control","publication_year":2021,"publication_date":"2021-03-29","ids":{"openalex":"https://openalex.org/W3163127313","doi":"https://doi.org/10.1109/wcnc49053.2021.9417271","mag":"3163127313"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc49053.2021.9417271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc49053.2021.9417271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Wireless Communications and Networking Conference (WCNC)","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/A5010493908","display_name":"Feng Wang","orcid":"https://orcid.org/0000-0001-8071-9995"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Wang","raw_affiliation_strings":["Syracuse University, Syracuse, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Syracuse University, Syracuse, NY","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076753154","display_name":"M. Cenk Gursoy","orcid":"https://orcid.org/0000-0002-7352-1013"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Cenk Gursoy","raw_affiliation_strings":["Syracuse University, Syracuse, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Syracuse University, Syracuse, NY","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004337702","display_name":"Senem Velipasalar","orcid":"https://orcid.org/0000-0002-1430-1555"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Senem Velipasalar","raw_affiliation_strings":["Syracuse University, Syracuse, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Syracuse University, Syracuse, NY","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I70983195"],"apc_list":null,"apc_paid":null,"fwci":2.0514,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.89267805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9986000061035156,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.995199978351593,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9803000092506409,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8491335511207581},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.8441518545150757},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7270674109458923},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6139090061187744},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5890560150146484},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5861448645591736},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.5261126160621643},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4859429597854614},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.43842801451683044},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.41528043150901794},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.411379873752594},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.35611072182655334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29385310411453247},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23754951357841492}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8491335511207581},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.8441518545150757},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7270674109458923},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6139090061187744},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5890560150146484},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5861448645591736},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.5261126160621643},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4859429597854614},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.43842801451683044},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.41528043150901794},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.411379873752594},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.35611072182655334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29385310411453247},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23754951357841492},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc49053.2021.9417271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc49053.2021.9417271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1479873353","https://openalex.org/W1945616565","https://openalex.org/W2048570986","https://openalex.org/W2056908709","https://openalex.org/W2101881799","https://openalex.org/W2115570069","https://openalex.org/W2116436484","https://openalex.org/W2121092017","https://openalex.org/W2173564293","https://openalex.org/W2575705757","https://openalex.org/W2583993537","https://openalex.org/W2604394466","https://openalex.org/W2613120170","https://openalex.org/W2738318237","https://openalex.org/W2766447205","https://openalex.org/W2774644650","https://openalex.org/W2853090665","https://openalex.org/W2903075639","https://openalex.org/W2911506106","https://openalex.org/W2913266441","https://openalex.org/W2916238263","https://openalex.org/W2921458493","https://openalex.org/W2941205169","https://openalex.org/W2944343508","https://openalex.org/W2945924974","https://openalex.org/W2949103145","https://openalex.org/W2951799221","https://openalex.org/W2962938178","https://openalex.org/W2963079995","https://openalex.org/W2963207607","https://openalex.org/W2963389226","https://openalex.org/W2964253222","https://openalex.org/W2964277700","https://openalex.org/W2969195240","https://openalex.org/W2969542116","https://openalex.org/W2983729222","https://openalex.org/W2985696718","https://openalex.org/W2996343955","https://openalex.org/W3002574533","https://openalex.org/W3023291217","https://openalex.org/W3036039773","https://openalex.org/W3042140628","https://openalex.org/W3046802982","https://openalex.org/W3098237412","https://openalex.org/W3100944043","https://openalex.org/W3102812201","https://openalex.org/W4293846201","https://openalex.org/W6640425456","https://openalex.org/W6677939520","https://openalex.org/W6685444567","https://openalex.org/W6729756640","https://openalex.org/W6733049761","https://openalex.org/W6739868092","https://openalex.org/W6756633189","https://openalex.org/W6758269446","https://openalex.org/W6759129252","https://openalex.org/W6760099754","https://openalex.org/W6762180540","https://openalex.org/W6762427411","https://openalex.org/W6767408864","https://openalex.org/W6773217409","https://openalex.org/W6779312796"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2327053383","https://openalex.org/W4246396837","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W2356834760","https://openalex.org/W2482350142","https://openalex.org/W1561927205","https://openalex.org/W1964600846","https://openalex.org/W3191453585"],"abstract_inverted_index":{"Deep":[0],"reinforcement":[1],"learning":[2],"(DRL)":[3],"has":[4],"recently":[5],"been":[6],"used":[7],"to":[8,25],"perform":[9,38],"efficient":[10],"resource":[11],"allocation":[12],"in":[13,46],"wireless":[14,47],"communications.":[15],"In":[16,30],"this":[17],"paper,":[18],"the":[19,80],"vulnerabilities":[20],"of":[21],"such":[22,93],"DRL":[23,35,53,63],"agents":[24,36],"adversarial":[26,68],"attacks":[27],"is":[28,60],"studied.":[29],"particular,":[31],"we":[32,55,85],"consider":[33],"multiple":[34],"that":[37,72,103],"both":[39],"dynamic":[40],"channel":[41],"access":[42],"and":[43,77],"power":[44],"control":[45],"interference":[48],"channels.":[49],"For":[50],"these":[51],"victim":[52],"agents,":[54],"design":[56],"a":[57,62,74,94],"jammer,":[58],"which":[59],"also":[61],"agent.":[64],"We":[65],"Propose":[66],"an":[67,87],"jamming":[69,95],"attack":[70],"scheme":[71],"utilizes":[73],"listening":[75],"phase":[76],"significantly":[78],"degrades":[79],"users'":[81],"sum":[82],"rate.":[83],"Subsequently,":[84],"develop":[86],"ensemble":[88],"policy":[89],"defense":[90],"strategy":[91],"against":[92],"atta.ck.er":[96],"by":[97],"reloa.di.ng":[98],"models":[99],"(saved":[100],"during":[101],"retraining)":[102],"have":[104],"minimum":[105],"transition":[106],"correlation.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
