{"id":"https://openalex.org/W3047726783","doi":"https://doi.org/10.1109/cns48642.2020.9162291","title":"Privacy Protection and Efficient Incumbent Detection in Spectrum Sharing Based on Federated Learning","display_name":"Privacy Protection and Efficient Incumbent Detection in Spectrum Sharing Based on Federated Learning","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3047726783","doi":"https://doi.org/10.1109/cns48642.2020.9162291","mag":"3047726783"},"language":"en","primary_location":{"id":"doi:10.1109/cns48642.2020.9162291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cns48642.2020.9162291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Communications and Network Security (CNS)","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/A5100603261","display_name":"Ning Wang","orcid":"https://orcid.org/0000-0003-1381-7952"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ning Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063299510","display_name":"Junqing Le","orcid":"https://orcid.org/0000-0003-2240-5263"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junqing Le","raw_affiliation_strings":["Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371198","display_name":"Weiwei Li","orcid":"https://orcid.org/0000-0001-6368-0419"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weiwei Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087996220","display_name":"Long Jiao","orcid":"https://orcid.org/0000-0002-6790-8932"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Long Jiao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380120","display_name":"Zhihao Li","orcid":"https://orcid.org/0000-0002-3344-2660"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhihao Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078480632","display_name":"Kai Zeng","orcid":"https://orcid.org/0000-0003-3279-0695"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kai Zeng","raw_affiliation_strings":["Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, George Mason University, Fairfax, VA, US","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":null,"apc_paid":null,"fwci":1.4408,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.78873691,"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":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9987999796867371,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9980999827384949,"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":0.8107835054397583},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.7499264478683472},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5555160045623779},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5213088393211365},{"id":"https://openalex.org/keywords/information-leakage","display_name":"Information leakage","score":0.49701622128486633},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.4323573410511017},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4211319088935852},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3147188425064087},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2257571518421173},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.129899799823761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8107835054397583},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.7499264478683472},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5555160045623779},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5213088393211365},{"id":"https://openalex.org/C2779201187","wikidata":"https://www.wikidata.org/wiki/Q2775060","display_name":"Information leakage","level":2,"score":0.49701622128486633},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4323573410511017},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4211319088935852},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3147188425064087},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2257571518421173},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.129899799823761},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cns48642.2020.9162291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cns48642.2020.9162291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Communications and Network Security (CNS)","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":41,"referenced_works":["https://openalex.org/W955924517","https://openalex.org/W1899093881","https://openalex.org/W2053495081","https://openalex.org/W2097151854","https://openalex.org/W2116612304","https://openalex.org/W2152279006","https://openalex.org/W2154483232","https://openalex.org/W2160979406","https://openalex.org/W2473418344","https://openalex.org/W2492495631","https://openalex.org/W2541884796","https://openalex.org/W2579186979","https://openalex.org/W2599752150","https://openalex.org/W2600436364","https://openalex.org/W2612863199","https://openalex.org/W2735475593","https://openalex.org/W2767079719","https://openalex.org/W2773194476","https://openalex.org/W2777914285","https://openalex.org/W2781091734","https://openalex.org/W2890736047","https://openalex.org/W2893734349","https://openalex.org/W2912213068","https://openalex.org/W2956124738","https://openalex.org/W2963333146","https://openalex.org/W2963895067","https://openalex.org/W2996224367","https://openalex.org/W2996782590","https://openalex.org/W3100779497","https://openalex.org/W3103802018","https://openalex.org/W3140056200","https://openalex.org/W4292084264","https://openalex.org/W4293363185","https://openalex.org/W4298221930","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6732298257","https://openalex.org/W6746388805","https://openalex.org/W6746720608","https://openalex.org/W6768964202","https://openalex.org/W6786061324"],"related_works":["https://openalex.org/W2944823289","https://openalex.org/W3037018281","https://openalex.org/W2003209439","https://openalex.org/W2358319515","https://openalex.org/W2972592048","https://openalex.org/W4321854979","https://openalex.org/W2497626292","https://openalex.org/W4312214821","https://openalex.org/W4308945107","https://openalex.org/W4319453716"],"abstract_inverted_index":{"Spectrum":[0],"sharing":[1],"techniques":[2],"can":[3,166,239],"greatly":[4],"promote":[5],"spectrum":[6,15,62,66,70,143],"efficiency":[7,121,238],"and":[8,63,84,149,179,199,233,236],"mitigate":[9],"the":[10,17,26,29,61,65,69,87,124,131,136,141,146,174,177,181,188,206,209,213,219,226,229,234],"congested":[11],"wireless":[12],"spectrum.":[13],"During":[14],"sharing,":[16],"lower":[18],"access":[19,71],"users,":[20,23,31],"e.g.,":[21,32,92],"commercial":[22],"must":[24],"protect":[25],"privilege":[27],"of":[28,89,126,140,176,183,208],"incumbent":[30,45,115],"navy":[33,93],"ship":[34,94],"radar":[35],"operators.":[36],"To":[37,97],"achieve":[38,114,193],"this":[39,102],"task,":[40],"environment":[41],"sensing":[42,108],"capability":[43],"(ESC)-based":[44],"detection":[46,117,220],"is":[47,222],"a":[48,57,80,106,156,168],"commonly":[49],"used":[50],"method,":[51],"where":[52],"multiple":[53,157],"ESC":[54],"nodes":[55],"with":[56],"fixed":[58],"geo-location":[59],"sense":[60],"upload":[64],"events":[67],"to":[68,86,113,145,187,192,204],"system":[72],"(SAS).":[73],"However,":[74],"existing":[75],"ESC-based":[76],"methods":[77],"may":[78],"incur":[79],"high":[81],"communication":[82,120,235],"overhead":[83],"lead":[85],"leakage":[88],"sensitive":[90],"information,":[91],"route":[95],"information.":[96],"tackle":[98],"these":[99,150],"issues,":[100],"in":[101],"paper,":[103],"we":[104],"propose":[105],"compressed":[107],"(CS)-based":[109],"federated":[110,194,216],"learning":[111,133,170,190,217],"framework":[112],"user":[116],"for":[118],"improving":[119],"while":[122],"protecting":[123],"privacy":[125],"training":[127,231,237],"samples.":[128],"In":[129,212],"particular,":[130],"local":[132,189],"models":[134,191],"transmit":[135],"updating":[137,182],"parameters":[138,151,178,185],"instead":[139],"raw":[142,230],"data":[144],"central":[147,164],"server,":[148],"are":[152,202],"aggregated":[153],"based":[154,172],"on":[155,173],"measurement":[158],"vector":[159],"(MMV)":[160],"CS":[161],"model.":[162],"The":[163,196],"server":[165],"gain":[167],"global":[169,184],"model":[171],"aggregation":[175],"get":[180],"back":[186],"learning.":[195],"security":[197],"analysis":[198],"simulation":[200],"results":[201],"provided":[203],"validate":[205],"effectiveness":[207],"proposed":[210,214],"schemes.":[211],"CS-based":[215],"framework,":[218],"performance":[221],"as":[223,225],"good":[224],"scheme":[227],"under":[228],"samples,":[232],"be":[240],"significantly":[241],"improved.":[242]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
