{"id":"https://openalex.org/W4417438731","doi":"https://doi.org/10.1109/tccn.2025.3645498","title":"Privacy-Preserving Collaborative Communication for Distributed UAVs in Low-Altitude Intelligent IoT Networking","display_name":"Privacy-Preserving Collaborative Communication for Distributed UAVs in Low-Altitude Intelligent IoT Networking","publication_year":2025,"publication_date":"2025-12-17","ids":{"openalex":"https://openalex.org/W4417438731","doi":"https://doi.org/10.1109/tccn.2025.3645498"},"language":null,"primary_location":{"id":"doi:10.1109/tccn.2025.3645498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3645498","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking","raw_type":"journal-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/A5019586250","display_name":"Huijie Yang","orcid":"https://orcid.org/0009-0006-6074-8258"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huijie Yang","raw_affiliation_strings":["School of Information Science and Technology (School of Cyber Science and Technology), Zhejiang Sci-Tech University, Hangzhou, China","School of Information Science and Technology (School of Cyber Science and Technology), Zhejiang Sci-Tech University, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology (School of Cyber Science and Technology), Zhejiang Sci-Tech University, Hangzhou, China","institution_ids":["https://openalex.org/I1328775524","https://openalex.org/I168879160"]},{"raw_affiliation_string":"School of Information Science and Technology (School of Cyber Science and Technology), Zhejiang Sci-Tech University, China","institution_ids":["https://openalex.org/I1328775524","https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101978979","display_name":"Tao Zhang","orcid":"https://orcid.org/0000-0002-5549-5966"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zhang","raw_affiliation_strings":["School of Computer Science and Technology (School of Artificial Intelligence), Zhejiang Sci-Tech University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology (School of Artificial Intelligence), Zhejiang Sci-Tech University, Hangzhou, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100766011","display_name":"Jian Shen","orcid":"https://orcid.org/0000-0003-0519-9058"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]},{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Shen","raw_affiliation_strings":["School of Information Science and Technology (School of Cyber Science and Technology), Zhejiang Sci-Tech University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology (School of Cyber Science and Technology), Zhejiang Sci-Tech University, Hangzhou, China","institution_ids":["https://openalex.org/I1328775524","https://openalex.org/I168879160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107392743","display_name":"S. Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I2800556661","display_name":"China Tobacco","ror":"https://ror.org/030d08e08","country_code":"CN","type":"government","lineage":["https://openalex.org/I2800556661"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Jin","raw_affiliation_strings":["Zhejiang Topcheer Information Technology Company Ltd., Hangzhou, China","Zhejiang Topcheer Information Technology Co., Ltd, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Topcheer Information Technology Company Ltd., Hangzhou, China","institution_ids":["https://openalex.org/I2800556661"]},{"raw_affiliation_string":"Zhejiang Topcheer Information Technology Co., Ltd, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019586250"],"corresponding_institution_ids":["https://openalex.org/I1328775524","https://openalex.org/I168879160"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47999774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"5192","last_page":"5205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9470000267028809,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11133","display_name":"UAV Applications and Optimization","score":0.9470000267028809,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.013100000098347664,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.00989999994635582,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6559000015258789},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.48159998655319214},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.46540001034736633},{"id":"https://openalex.org/keywords/communications-protocol","display_name":"Communications protocol","score":0.4388999938964844},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.3846000134944916},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.37229999899864197},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.3718000054359436},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.34619998931884766},{"id":"https://openalex.org/keywords/telecommunications-network","display_name":"Telecommunications network","score":0.34209999442100525}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8759999871253967},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6559000015258789},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.48159998655319214},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.46540001034736633},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4595000147819519},{"id":"https://openalex.org/C12269588","wikidata":"https://www.wikidata.org/wiki/Q132364","display_name":"Communications protocol","level":2,"score":0.4388999938964844},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42969998717308044},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.3846000134944916},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.37229999899864197},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.3718000054359436},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.34619998931884766},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.34209999442100525},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.32899999618530273},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32600000500679016},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.31779998540878296},{"id":"https://openalex.org/C87117476","wikidata":"https://www.wikidata.org/wiki/Q362383","display_name":"Cardinality (data modeling)","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C158156997","wikidata":"https://www.wikidata.org/wiki/Q1416645","display_name":"Models of communication","level":2,"score":0.2946000099182129},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29260000586509705},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.29109999537467957},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2766999900341034},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.273499995470047},{"id":"https://openalex.org/C489000","wikidata":"https://www.wikidata.org/wiki/Q747385","display_name":"Data flow diagram","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.27090001106262207},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.25270000100135803},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2524999976158142}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2025.3645498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3645498","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G528510732","display_name":null,"funder_award_id":"Nos. U21A20465","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5529190913","display_name":null,"funder_award_id":"62502452","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1608862252","https://openalex.org/W2090190190","https://openalex.org/W2138805158","https://openalex.org/W2981262799","https://openalex.org/W2981876784","https://openalex.org/W3006904074","https://openalex.org/W3094603038","https://openalex.org/W3096897804","https://openalex.org/W3101611544","https://openalex.org/W3202767819","https://openalex.org/W3205100603","https://openalex.org/W4205423836","https://openalex.org/W4283773315","https://openalex.org/W4285106623","https://openalex.org/W4289656782","https://openalex.org/W4293428522","https://openalex.org/W4312319128","https://openalex.org/W4313151268","https://openalex.org/W4322576408","https://openalex.org/W4365935939","https://openalex.org/W4383988869","https://openalex.org/W4386320403","https://openalex.org/W4388739126","https://openalex.org/W4392114370","https://openalex.org/W4400679722","https://openalex.org/W4402401548","https://openalex.org/W4403826956","https://openalex.org/W4405600304","https://openalex.org/W4406207562","https://openalex.org/W4406321771","https://openalex.org/W4407433486","https://openalex.org/W4407782604","https://openalex.org/W4410226507","https://openalex.org/W4410393341","https://openalex.org/W4412566954"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,58,82,94,104,134,192,219,230,241],"rapid":[2],"development":[3],"of":[4,8,60,136,186,233,243],"Low-Altitude":[5],"Intelligent":[6],"Internet":[7],"Things":[9],"(LAI-IoT),":[10],"unmanned":[11],"aerial":[12],"vehicles":[13],"(UAVs)":[14],"have":[15],"become":[16],"critical":[17],"assistants":[18],"for":[19,51,90,160],"urban":[20,83],"traffic":[21,37,44,52],"management":[22],"systems":[23],"to":[24,177],"acquire":[25],"real-time":[26],"data.":[27],"They":[28],"are":[29],"widely":[30],"deployed":[31],"in":[32,118,246],"key":[33,167],"scenarios":[34],"such":[35],"as":[36],"accident":[38,180],"scene":[39],"image":[40],"collection":[41],"and":[42,54,71,114,142,149,198,204,214,225,235],"dynamic":[43],"flow":[45],"monitoring,":[46],"providing":[47],"essential":[48],"data":[49,62,108,138,244],"support":[50],"scheduling":[53],"emergency":[55],"response.":[56],"Beyond":[57],"risk":[59],"raw":[61],"leakage,":[63],"derivative":[64,137],"information":[65],"(including":[66],"dataset":[67,140,189],"cardinality,":[68],"retrieval":[69,195],"requests,":[70],"UAV":[72,105,175,193,205],"communication":[73,123,143,158,206,210],"trajectories)":[74],"may":[75,96],"also":[76],"disclose":[77],"sensitive":[78],"situational":[79],"information.":[80],"If":[81],"planning":[84],"brain":[85],"repeatedly":[86],"makes":[87],"large":[88],"requests":[89],"a":[91,155,165],"specific":[92],"intersection,":[93],"server":[95],"infer":[97],"an":[98],"upcoming":[99],"major":[100],"project,":[101],"while":[102,182,227],"disclosing":[103],"provider\u2019s":[106],"total":[107],"volume":[109],"reveals":[110],"its":[111],"operational":[112],"scale":[113],"costs,":[115],"disadvantaging":[116],"it":[117],"future":[119],"negotiations.":[120],"Existing":[121],"LAI-IoT":[122,247],"schemes":[124],"primarily":[125],"focus":[126],"on":[127,164],"protecting":[128],"users\u2019":[129],"direct":[130],"privacy,":[131,187],"often":[132],"overlooking":[133],"privacy":[135],"(e.g.,":[139],"cardinality":[141,190,234],"trajectories),":[144],"which":[145],"can":[146],"be":[147],"exploited":[148],"misused":[150],"by":[151],"AGI":[152],"models.":[153],"Therefore,":[154],"privacy-preserving":[156],"collaborative":[157],"protocol":[159,173,221],"distributed":[161],"UAVs":[162],"based":[163],"hierarchical":[166],"encapsulation":[168],"mechanism":[169],"is":[170],"proposed.":[171],"The":[172],"enables":[174],"datasets":[176],"accurately":[178],"identify":[179],"scenes":[181],"preserving":[183],"multiple":[184],"dimensions":[185],"including":[188],"at":[191,201],"side,":[194],"tag":[196],"sets":[197],"their":[199],"cardinalities":[200],"base":[202],"stations,":[203],"trajectories,":[207],"without":[208],"compromising":[209],"efficiency.":[211],"Theoretical":[212],"analysis":[213],"experimental":[215],"evaluation":[216],"demonstrate":[217],"that":[218],"proposed":[220],"maintains":[222],"strong":[223],"scalability":[224],"practicality":[226],"significantly":[228],"reducing":[229],"success":[231],"rate":[232],"trajectory":[236],"inference":[237],"attacks,":[238],"thereby":[239],"enhancing":[240],"security":[242],"communications":[245],"scenarios.":[248]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-12-17T00:00:00"}