{"id":"https://openalex.org/W4389776700","doi":"https://doi.org/10.1109/tifs.2023.3343599","title":"Adaptive Differentially Quantized Subspace Perturbation (ADQSP): A Unified Framework for Privacy-Preserving Distributed Average Consensus","display_name":"Adaptive Differentially Quantized Subspace Perturbation (ADQSP): A Unified Framework for Privacy-Preserving Distributed Average Consensus","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4389776700","doi":"https://doi.org/10.1109/tifs.2023.3343599"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2023.3343599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3343599","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ris.utwente.nl/ws/files/357922650/Adaptive_Differentially_Quantized_Subspace_Perturbation_ADQSP_A_Unified_Framework_for_Privacy-Preserving_Distributed_Average_Consensus.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062097625","display_name":"Qiongxiu Li","orcid":"https://orcid.org/0000-0002-2487-5149"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","DK","NL"],"is_corresponding":false,"raw_author_name":"Qiongxiu Li","raw_affiliation_strings":["Department of Computer Science, Tsinghua University, Beijing, China","Department of Electronic Systems, Aalborg University, Denmark,","Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Delft, the Netherlands","University of Twente, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-2487-5149","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Denmark,","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Delft, the Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"University of Twente, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077116971","display_name":"Jaron Skovsted Gundersen","orcid":"https://orcid.org/0000-0003-0882-4621"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","DK","NL"],"is_corresponding":false,"raw_author_name":"Jaron Skovsted Gundersen","raw_affiliation_strings":["Department of Electronic Systems, Aalborg University, Aalborg, Denmark",". Li is with Tsinghua University, China","Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Delft, the Netherlands","University of Twente, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":". Li is with Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Delft, the Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"University of Twente, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066676005","display_name":"Milan Lopuha\u00e4-Zwakenberg","orcid":"https://orcid.org/0000-0001-5687-854X"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","DK","NL"],"is_corresponding":false,"raw_author_name":"Milan Lopuha\u00e4-Zwakenberg","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Twente, Enschede, The Netherlands",". Li is with Tsinghua University, China","Department of Electronic Systems, Aalborg University, Denmark,","Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Delft, the Netherlands","University of Twente, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-5687-854X","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Twente, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]},{"raw_affiliation_string":". Li is with Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Denmark,","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Delft, the Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"University of Twente, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089150994","display_name":"Richard Heusdens","orcid":"https://orcid.org/0000-0001-5998-1550"},"institutions":[{"id":"https://openalex.org/I4210119716","display_name":"Netherlands Defence Academy","ror":"https://ror.org/02dnvjf04","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210094335","https://openalex.org/I4210119716","https://openalex.org/I4210140876"]},{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","DK","NL"],"is_corresponding":false,"raw_author_name":"Richard Heusdens","raw_affiliation_strings":["Netherlands Defence Academy (NLDA), Den Helder, The Netherlands",". Li is with Tsinghua University, China","Department of Electronic Systems, Aalborg University, Denmark,","Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Delft, the Netherlands","University of Twente, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-5998-1550","affiliations":[{"raw_affiliation_string":"Netherlands Defence Academy (NLDA), Den Helder, The Netherlands","institution_ids":["https://openalex.org/I4210119716"]},{"raw_affiliation_string":". Li is with Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Denmark,","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, Delft, the Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"University of Twente, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0099,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.89132267,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"19","issue":null,"first_page":"1780","last_page":"1793"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9959999918937683,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.7283682823181152},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6207271218299866},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.42476242780685425},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.40686267614364624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24783343076705933},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1607816219329834}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7283682823181152},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6207271218299866},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.42476242780685425},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.40686267614364624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24783343076705933},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1607816219329834}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tifs.2023.3343599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3343599","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"},{"id":"pmh:oai:ris.utwente.nl:publications/f90afe74-6ef0-4226-9028-adcf0d0895c4","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/f90afe74-6ef0-4226-9028-adcf0d0895c4","pdf_url":"https://ris.utwente.nl/ws/files/357922650/Adaptive_Differentially_Quantized_Subspace_Perturbation_ADQSP_A_Unified_Framework_for_Privacy-Preserving_Distributed_Average_Consensus.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Li, Q, Gundersen, J S, Lopuha\u00e4-Zwakenberg, M & Heusdens, R 2024, 'Adaptive Differentially Quantized Subspace Perturbation (ADQSP) : A Unified Framework for Privacy-Preserving Distributed Average Consensus', IEEE transactions on information forensics and security, vol. 19, pp. 1780-1793. https://doi.org/10.1109/TIFS.2023.3343599","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/f90afe74-6ef0-4226-9028-adcf0d0895c4","is_oa":true,"landing_page_url":"https://research.utwente.nl/files/357922650/Adaptive_Differentially_Quantized_Subspace_Perturbation_ADQSP_A_Unified_Framework_for_Privacy-Preserving_Distributed_Average_Consensus.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Li, Q, Gundersen, J S, Lopuha\u00e4-Zwakenberg, M & Heusdens, R 2024, 'Adaptive Differentially Quantized Subspace Perturbation (ADQSP) : A Unified Framework for Privacy-Preserving Distributed Average Consensus', IEEE transactions on information forensics and security, vol. 19, pp. 1780-1793. https://doi.org/10.1109/TIFS.2023.3343599","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ris.utwente.nl:publications/f90afe74-6ef0-4226-9028-adcf0d0895c4","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/f90afe74-6ef0-4226-9028-adcf0d0895c4","pdf_url":"https://ris.utwente.nl/ws/files/357922650/Adaptive_Differentially_Quantized_Subspace_Perturbation_ADQSP_A_Unified_Framework_for_Privacy-Preserving_Distributed_Average_Consensus.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Li, Q, Gundersen, J S, Lopuha\u00e4-Zwakenberg, M & Heusdens, R 2024, 'Adaptive Differentially Quantized Subspace Perturbation (ADQSP) : A Unified Framework for Privacy-Preserving Distributed Average Consensus', IEEE transactions on information forensics and security, vol. 19, pp. 1780-1793. https://doi.org/10.1109/TIFS.2023.3343599","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G3373991914","display_name":"Models in Space Systems: Integration, Operation, and Networking","funder_award_id":"101008233","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4560096805","display_name":"Integrating Safety and Cybersecurity through Stochastic Model Checking","funder_award_id":"864075","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"},{"id":"https://openalex.org/G8491077145","display_name":null,"funder_award_id":"864075","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389776700.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1521912104","https://openalex.org/W1538118056","https://openalex.org/W1559266478","https://openalex.org/W1873763122","https://openalex.org/W1968343105","https://openalex.org/W1979170109","https://openalex.org/W1998345701","https://openalex.org/W2074503439","https://openalex.org/W2092148937","https://openalex.org/W2096241946","https://openalex.org/W2099111195","https://openalex.org/W2129056129","https://openalex.org/W2151007095","https://openalex.org/W2160643434","https://openalex.org/W2161195135","https://openalex.org/W2245160765","https://openalex.org/W2397857137","https://openalex.org/W2475179139","https://openalex.org/W2515654213","https://openalex.org/W2590701476","https://openalex.org/W2601864650","https://openalex.org/W2605226589","https://openalex.org/W2749348574","https://openalex.org/W2765234683","https://openalex.org/W2801430124","https://openalex.org/W2886902629","https://openalex.org/W2910589063","https://openalex.org/W2911978475","https://openalex.org/W2962703255","https://openalex.org/W2963112534","https://openalex.org/W2963395927","https://openalex.org/W2964208174","https://openalex.org/W2972950073","https://openalex.org/W2983626520","https://openalex.org/W2985556605","https://openalex.org/W3009474153","https://openalex.org/W3021654819","https://openalex.org/W3022767088","https://openalex.org/W3099542802","https://openalex.org/W3100231902","https://openalex.org/W3120014112","https://openalex.org/W3169973331","https://openalex.org/W3198620772","https://openalex.org/W4292363360","https://openalex.org/W4312424680","https://openalex.org/W4312650492"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1980381208","https://openalex.org/W2364594919","https://openalex.org/W2167092671","https://openalex.org/W1861706286","https://openalex.org/W2390279801","https://openalex.org/W2219338811","https://openalex.org/W2149583853"],"abstract_inverted_index":{"Privacy-preserving":[0],"distributed":[1,155],"average":[2],"consensus":[3],"has":[4],"received":[5],"significant":[6],"attention":[7],"recently":[8],"due":[9],"to":[10,122,165,174],"its":[11],"wide":[12],"applicability.":[13],"Based":[14],"on":[15,104],"the":[16,46,61,67,71,107,111,136,150],"achieved":[17],"performances,":[18],"existing":[19],"approaches":[20,28,38],"can":[21,139],"be":[22],"broadly":[23],"classified":[24],"into":[25],"perfect":[26,50],"accuracy-prioritized":[27,115],"such":[29,39],"as":[30,40],"secure":[31],"multiparty":[32],"computation":[33],"(SMPC),":[34],"and":[35,116,119,144],"worst-case":[36],"privacy-prioritized":[37,117],"differential":[41],"privacy":[42,65],"(DP).":[43],"Methods":[44],"of":[45,73,76,113,152],"first":[47],"class":[48,63],"achieve":[49],"output":[51],"accuracy":[52],"but":[53],"reveal":[54],"some":[55],"private":[56],"information,":[57],"while":[58],"methods":[59,118],"from":[60],"second":[62],"provide":[64],"against":[66],"strongest":[68],"adversary":[69],"at":[70],"cost":[72],"a":[74,83,132,166],"loss":[75],"accuracy.":[77],"In":[78,163],"this":[79],"paper,":[80],"we":[81,127],"propose":[82],"general":[84],"approach":[85,109],"named":[86],"adaptive":[87],"differentially":[88],"quantized":[89],"subspace":[90,99],"perturbation":[91],"(ADQSP)":[92],"which":[93],"combines":[94],"quantization":[95,134],"schemes":[96],"with":[97],"so-called":[98],"perturbation.":[100],"Although":[101],"not":[102],"relying":[103],"cryptographic":[105,161],"primitives,":[106],"proposed":[108,137],"enjoys":[110],"benefits":[112],"both":[114],"is":[120],"able":[121],"unify":[123],"them.":[124],"More":[125],"specifically,":[126],"show":[128,149],"that":[129],"by":[130],"varying":[131],"single":[133],"parameter":[135],"method":[138],"vary":[140],"between":[141],"SMPC-type":[142],"performances":[143],"DP-type":[145],"performances.":[146],"Our":[147],"results":[148],"potential":[151],"exploiting":[153],"traditional":[154],"signal":[156],"processing":[157],"tools":[158],"for":[159],"providing":[160],"guarantees.":[162],"addition":[164],"comprehensive":[167],"theoretical":[168],"analysis,":[169],"numerical":[170],"validations":[171],"are":[172],"conducted":[173],"substantiate":[175],"our":[176],"results.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}