{"id":"https://openalex.org/W4400904589","doi":"https://doi.org/10.1109/tgcn.2024.3432781","title":"NetDP: In-Network Differential Privacy for Large-Scale Data Processing","display_name":"NetDP: In-Network Differential Privacy for Large-Scale Data Processing","publication_year":2024,"publication_date":"2024-07-23","ids":{"openalex":"https://openalex.org/W4400904589","doi":"https://doi.org/10.1109/tgcn.2024.3432781"},"language":"en","primary_location":{"id":"doi:10.1109/tgcn.2024.3432781","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tgcn.2024.3432781","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"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 Green 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/A5011451620","display_name":"Zhengyan Zhou","orcid":"https://orcid.org/0000-0003-0536-3196"},"institutions":[{"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":"Zhengyan Zhou","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0536-3196","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102017678","display_name":"Hanze Chen","orcid":"https://orcid.org/0000-0001-8890-8192"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanze Chen","raw_affiliation_strings":["College of Computer Science and Big Data, and the Zhicheng College, Fuzhou University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Big Data, and the Zhicheng College, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004606827","display_name":"L Chen","orcid":null},"institutions":[{"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":"Lingfei Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101708792","display_name":"Dong Zhang","orcid":"https://orcid.org/0000-0002-6379-0244"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Zhang","raw_affiliation_strings":["College of Computer Science and Big Data, and the Zhicheng College, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6379-0244","affiliations":[{"raw_affiliation_string":"College of Computer Science and Big Data, and the Zhicheng College, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078198240","display_name":"Chunming Wu","orcid":"https://orcid.org/0000-0001-7958-9687"},"institutions":[{"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":"Chunming Wu","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7958-9687","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100362330","display_name":"Xuan Liu","orcid":"https://orcid.org/0000-0002-7966-4488"},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Liu","raw_affiliation_strings":["College of Information Engineering, and the College of Artificial Intelligence, Yangzhou University, Yangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7966-4488","affiliations":[{"raw_affiliation_string":"College of Information Engineering, and the College of Artificial Intelligence, Yangzhou University, Yangzhou, China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072011650","display_name":"Muhammad Khurram Khan","orcid":"https://orcid.org/0000-0001-6636-0533"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhammad Khurram Khan","raw_affiliation_strings":["Center of Excellence in Information Assurance, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6636-0533","affiliations":[{"raw_affiliation_string":"Center of Excellence in Information Assurance, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3055,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62809383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"8","issue":"3","first_page":"1076","last_page":"1089"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9925000071525574,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9925000071525574,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9506999850273132,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9273999929428101,"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/differential-privacy","display_name":"Differential privacy","score":0.7563995122909546},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6476930975914001},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6112879514694214},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.31818777322769165},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10065186023712158},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.0493563711643219}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7563995122909546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6476930975914001},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6112879514694214},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31818777322769165},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10065186023712158},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0493563711643219}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgcn.2024.3432781","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tgcn.2024.3432781","pdf_url":null,"source":{"id":"https://openalex.org/S4210192662","display_name":"IEEE Transactions on Green Communications and Networking","issn_l":"2473-2400","issn":["2473-2400"],"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 Green Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3726834290","display_name":null,"funder_award_id":"2023YFB2904005","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4692183548","display_name":null,"funder_award_id":"zzyq2023zy06","funder_id":"https://openalex.org/F4320329856","funder_display_name":"Liuzhou Science and Technology Project"}],"funders":[{"id":"https://openalex.org/F4320329856","display_name":"Liuzhou Science and Technology Project","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1486439139","https://openalex.org/W1545728916","https://openalex.org/W1873763122","https://openalex.org/W1974911222","https://openalex.org/W1981029888","https://openalex.org/W2027595342","https://openalex.org/W2080234606","https://openalex.org/W2110868467","https://openalex.org/W2123845384","https://openalex.org/W2134519279","https://openalex.org/W2135930857","https://openalex.org/W2149939304","https://openalex.org/W2173213060","https://openalex.org/W2488801318","https://openalex.org/W2588622185","https://openalex.org/W2761338514","https://openalex.org/W2769986458","https://openalex.org/W2773408865","https://openalex.org/W2911978475","https://openalex.org/W2937574645","https://openalex.org/W2944456270","https://openalex.org/W2981645102","https://openalex.org/W2999590865","https://openalex.org/W3006487403","https://openalex.org/W3008207353","https://openalex.org/W3037103914","https://openalex.org/W3084687783","https://openalex.org/W3110193641","https://openalex.org/W3126333114","https://openalex.org/W3133340445","https://openalex.org/W3137654308","https://openalex.org/W3154643421","https://openalex.org/W3197527842","https://openalex.org/W4220757524","https://openalex.org/W4225725726","https://openalex.org/W4239679277","https://openalex.org/W6602201320","https://openalex.org/W6604297541","https://openalex.org/W6607754154","https://openalex.org/W6676421412","https://openalex.org/W6754585813","https://openalex.org/W6760703128","https://openalex.org/W6786806009","https://openalex.org/W6794216301","https://openalex.org/W6794627463","https://openalex.org/W6795076093","https://openalex.org/W6797760776"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323"],"abstract_inverted_index":{"Radio":[0],"access":[1],"network":[2,74],"(RAN)":[3],"enables":[4],"large-scale":[5,122],"collection":[6],"of":[7,42,82,103,109],"sensitive":[8,17,35],"data.":[9],"Privacy-preserving":[10],"techniques":[11,33,62,119],"aim":[12],"to":[13,19,67,85,91],"learn":[14],"knowledge":[15],"from":[16],"data":[18,28,36,123],"improve":[20,68],"services":[21],"without":[22,150],"compromising":[23],"privacy.":[24],"However,":[25],"as":[26],"the":[27,101,107,114],"scale":[29],"increases,":[30],"enforcing":[31],"privacy-preserving":[32,61,118],"on":[34,129,135],"may":[37],"consume":[38],"a":[39,121],"considerable":[40],"amount":[41],"system":[43,51,125],"resources":[44],"and":[45,76,87,98],"impose":[46],"performance":[47],"penalties.":[48],"To":[49,106],"reduce":[50,92],"resource":[52,69,93],"consumption,":[53],"we":[54],"present":[55],"NetDP,":[56],"an":[57],"in-network":[58],"architecture":[59],"for":[60],"by":[63],"leveraging":[64],"programmable":[65,130],"switches":[66,137],"efficiency":[70],"(i.e.,":[71],"CPU":[72],"cycles,":[73],"bandwidth,":[75],"privacy":[77],"budgets).":[78],"The":[79],"key":[80],"idea":[81],"NetDP":[83,140],"is":[84,113],"accommodate":[86],"exploit":[88],"cryptographic":[89],"operators":[90],"consumption":[94],"rather":[95],"than":[96],"repetitively":[97],"exhaustively":[99],"suppressing":[100],"impact":[102],"these":[104],"techniques.":[105],"best":[108],"our":[110],"knowledge,":[111],"this":[112],"first":[115],"time":[116],"that":[117,139],"in":[120,148],"processing":[124],"have":[126],"been":[127],"enforced":[128],"switches.":[131],"Our":[132],"experiments":[133],"based":[134],"Tofino":[136],"indicate":[138],"significantly":[141],"reduces":[142],"computation":[143],"latency":[144,147],"(e.g.,":[145],"40.2%-55.8%":[146],"computations)":[149],"impacting":[151],"fidelity.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}