{"id":"https://openalex.org/W4412984899","doi":"https://doi.org/10.1109/tdsc.2025.3596101","title":"Practical and Collusion-Resistant Privacy-Preserving Aggregation for Edge Intelligence","display_name":"Practical and Collusion-Resistant Privacy-Preserving Aggregation for Edge Intelligence","publication_year":2025,"publication_date":"2025-08-05","ids":{"openalex":"https://openalex.org/W4412984899","doi":"https://doi.org/10.1109/tdsc.2025.3596101"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2025.3596101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2025.3596101","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Dependable and Secure Computing","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/A5100759676","display_name":"Guohao Li","orcid":"https://orcid.org/0000-0002-4491-7916"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guohao Li","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","School of Computer Science and Technology, Xidian University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100637724","display_name":"Li Yang","orcid":"https://orcid.org/0000-0003-2750-7031"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Yang","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","School of Computer Science and Technology, Xidian University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101883746","display_name":"Lu Zhou","orcid":"https://orcid.org/0000-0002-5201-5074"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Zhou","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","School of Computer Science and Technology, Xidian University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hongbin Huang","orcid":"https://orcid.org/0000-0002-5179-3640"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbin Huang","raw_affiliation_strings":["Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hao Zhang","orcid":"https://orcid.org/0009-0000-8607-1202"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","School of Computer Science and Technology, Xidian University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012016098","display_name":"Jianfeng Ma","orcid":"https://orcid.org/0000-0003-4251-1143"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Ma","raw_affiliation_strings":["School of Cyber Engineering, Xidian University, Xi&#x2019;an, China","School of Cyber Engineering, Xidian University, Xi&#x0027;an, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Cyber Engineering, Xidian University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100759676"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":2.3568,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.90460584,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"22","issue":"6","first_page":"7229","last_page":"7243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.9919000267982483,"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/T10237","display_name":"Cryptography and Data Security","score":0.9919000267982483,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9884999990463257,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/collusion","display_name":"Collusion","score":0.9009158611297607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7481876015663147},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5163070559501648},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4927411377429962},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4342323839664459},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.36344102025032043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21407866477966309},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.09345367550849915},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.061695367097854614}],"concepts":[{"id":"https://openalex.org/C2781198186","wikidata":"https://www.wikidata.org/wiki/Q701521","display_name":"Collusion","level":2,"score":0.9009158611297607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7481876015663147},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5163070559501648},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4927411377429962},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4342323839664459},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.36344102025032043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21407866477966309},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09345367550849915},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.061695367097854614}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2025.3596101","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2025.3596101","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Dependable and Secure Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2536353722","display_name":null,"funder_award_id":"62302362","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8985703308","display_name":null,"funder_award_id":"62072359","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":48,"referenced_works":["https://openalex.org/W2031533839","https://openalex.org/W2074013628","https://openalex.org/W2074050720","https://openalex.org/W2290626493","https://openalex.org/W2475136350","https://openalex.org/W2525221147","https://openalex.org/W2525846285","https://openalex.org/W2767079719","https://openalex.org/W2770987547","https://openalex.org/W2794166119","https://openalex.org/W2809251854","https://openalex.org/W2909007847","https://openalex.org/W2911978475","https://openalex.org/W2949767632","https://openalex.org/W2964180328","https://openalex.org/W2972088616","https://openalex.org/W3009147334","https://openalex.org/W3013310637","https://openalex.org/W3016897770","https://openalex.org/W3047624045","https://openalex.org/W3096328345","https://openalex.org/W3118755224","https://openalex.org/W3124806946","https://openalex.org/W3135497297","https://openalex.org/W3141585064","https://openalex.org/W3164618083","https://openalex.org/W3202467566","https://openalex.org/W3215167437","https://openalex.org/W4205228899","https://openalex.org/W4206145535","https://openalex.org/W4206605054","https://openalex.org/W4210519086","https://openalex.org/W4210698675","https://openalex.org/W4226049484","https://openalex.org/W4226079134","https://openalex.org/W4292973636","https://openalex.org/W4296339010","https://openalex.org/W4312469947","https://openalex.org/W4321194975","https://openalex.org/W4323338399","https://openalex.org/W4385299238","https://openalex.org/W4385679694","https://openalex.org/W4386453649","https://openalex.org/W4387757827","https://openalex.org/W4390604022","https://openalex.org/W4406610383","https://openalex.org/W4408858375","https://openalex.org/W4410252675"],"related_works":["https://openalex.org/W2009938035","https://openalex.org/W3143020802","https://openalex.org/W1491837399","https://openalex.org/W3122232980","https://openalex.org/W2272761499","https://openalex.org/W2363272970","https://openalex.org/W2120306875","https://openalex.org/W1699588379","https://openalex.org/W3143060468","https://openalex.org/W1571731735"],"abstract_inverted_index":{"Privacy-preserving":[0],"data":[1,14,162],"aggregation":[2,11],"(PDA)":[3],"enables":[4,93],"an":[5,94],"edge":[6,20,96],"server":[7,66,97,119],"to":[8,54,98,120,138,151,202],"securely":[9],"perform":[10],"tasks":[12],"on":[13],"generated":[15],"by":[16],"terminal":[17,109,131],"devices":[18,110,132],"in":[19],"intelligence":[21],"(EI)":[22],"systems,":[23],"revealing":[24],"only":[25,44],"the":[26,65,118,147,208],"result":[27],"without":[28],"exposing":[29],"individual":[30],"inputs.":[31],"However,":[32],"most":[33],"existing":[34,203],"solutions,":[35],"such":[36],"as":[37],"homomorphic":[38],"encryption":[39],"and":[40,60,100,133,160,180,190],"federated":[41],"learning,":[42],"support":[43],"basic":[45],"functions":[46],"(e.g.,":[47],"SUM":[48],"or":[49],"AVG).":[50],"They":[51],"often":[52],"fail":[53],"achieve":[55],"privacy":[56,179],"protection,":[57],"fault":[58],"tolerance,":[59],"lightweight":[61,136],"terminal-side":[62],"operations":[63],"when":[64,156],"colludes":[67],"with":[68,122,199],"compromised":[69],"devices.":[70],"In":[71],"this":[72],"work,":[73],"we":[74],"propose":[75],"PrivEI,":[76],"a":[77,86,135,165],"practical":[78],"PDA":[79],"scheme":[80,91,116],"for":[81],"EI":[82],"systems.":[83],"It":[84],"uses":[85],"proposed":[87],"collusion-resistant":[88],"symmetric":[89],"masking":[90],"that":[92,175,194],"untrusted":[95],"collect":[99],"decode":[101],"masked":[102],"inputs":[103],"from":[104],"<inline-formula":[105,123,182],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[106,124,183],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[107,125,184],"notation=\"LaTeX\">$n$</tex-math></inline-formula>":[108],"while":[111],"supporting":[112],"arbitrary":[113],"computations.":[114],"The":[115],"allows":[117],"collude":[121],"notation=\"LaTeX\">$k":[126],"\\leq":[127],"n":[128],"-":[129],"2$</tex-math></inline-formula>":[130],"has":[134],"mechanism":[137],"tolerate":[139],"device":[140],"dropouts":[141],"during":[142],"aggregation.":[143],"PrivEI":[144,176],"further":[145],"leverages":[146],"Chinese":[148],"Remainder":[149],"Theorem":[150],"avoid":[152],"frequent":[153],"mask":[154],"updates":[155],"aggregating":[157],"multi-dimensional":[158],"data,":[159],"ensures":[161,177],"integrity":[163],"using":[164],"signer-efficient":[166],"multiple-time":[167],"elliptic":[168],"curve":[169],"signature":[170],"algorithm.":[171],"We":[172,205],"formally":[173],"prove":[174],"input":[178],"achieves":[181],"notation=\"LaTeX\">$(n-k)$</tex-math></inline-formula>-source":[185],"anonymity.":[186],"Both":[187],"theoretical":[188],"analysis":[189],"experimental":[191],"results":[192],"confirm":[193],"it":[195],"offers":[196],"superior":[197],"functionality":[198],"performance":[200],"comparable":[201],"approaches.":[204],"have":[206],"open-sourced":[207],"implementation.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
