{"id":"https://openalex.org/W4405915691","doi":"https://doi.org/10.1145/3702138.3702149","title":"A Privacy-Preserving Aggregation Method via Grouped Secure Multi-Party Computation","display_name":"A Privacy-Preserving Aggregation Method via Grouped Secure Multi-Party Computation","publication_year":2024,"publication_date":"2024-09-11","ids":{"openalex":"https://openalex.org/W4405915691","doi":"https://doi.org/10.1145/3702138.3702149"},"language":"en","primary_location":{"id":"doi:10.1145/3702138.3702149","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3702138.3702149","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3702138.3702149?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceeding of the 2024 5th Asia Service Sciences and Software Engineering Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3702138.3702149?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113349448","display_name":"Ziqing Li","orcid":"https://orcid.org/0009-0006-9241-0286"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqing Li","raw_affiliation_strings":["Tianjin University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0006-9241-0286","affiliations":[{"raw_affiliation_string":"Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109139995","display_name":"Sheng Hsien Lin","orcid":"https://orcid.org/0000-0002-2632-122X"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Lin","raw_affiliation_strings":["Tianjin University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-2632-122X","affiliations":[{"raw_affiliation_string":"Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030079821","display_name":"Tianle Li","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianle Li","raw_affiliation_strings":["Tianjin University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0002-0201-9146","affiliations":[{"raw_affiliation_string":"Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5119962996","display_name":"Pengfei Zhao","orcid":"https://orcid.org/0009-0003-7465-1439"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Zhao","raw_affiliation_strings":["Tianjin University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0003-7465-1439","affiliations":[{"raw_affiliation_string":"Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21115643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"78","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T10237","display_name":"Cryptography and Data Security","score":0.9998000264167786,"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":0.9952999949455261,"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":0.7727656364440918},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure multi-party computation","score":0.5810387134552002},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5744428038597107},{"id":"https://openalex.org/keywords/secure-two-party-computation","display_name":"Secure two-party computation","score":0.5234619975090027},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5013408660888672},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.4279971122741699},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4092784523963928},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34038007259368896},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1483268141746521}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7727656364440918},{"id":"https://openalex.org/C18396474","wikidata":"https://www.wikidata.org/wiki/Q2465888","display_name":"Secure multi-party computation","level":3,"score":0.5810387134552002},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5744428038597107},{"id":"https://openalex.org/C13652956","wikidata":"https://www.wikidata.org/wiki/Q7444883","display_name":"Secure two-party computation","level":4,"score":0.5234619975090027},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5013408660888672},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.4279971122741699},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4092784523963928},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34038007259368896},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1483268141746521}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3702138.3702149","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3702138.3702149","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3702138.3702149?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceeding of the 2024 5th Asia Service Sciences and Software Engineering Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3702138.3702149","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3702138.3702149","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3702138.3702149?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceeding of the 2024 5th Asia Service Sciences and Software Engineering Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405915691.pdf","grobid_xml":"https://content.openalex.org/works/W4405915691.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W2767079719","https://openalex.org/W2781091734","https://openalex.org/W2933303456","https://openalex.org/W2954667857","https://openalex.org/W3015415068","https://openalex.org/W3045638580","https://openalex.org/W3087941274","https://openalex.org/W3096328345","https://openalex.org/W3115294169","https://openalex.org/W3173250331","https://openalex.org/W4205423836","https://openalex.org/W4229082072","https://openalex.org/W4298171975","https://openalex.org/W4312931336","https://openalex.org/W4385299238","https://openalex.org/W4385956621","https://openalex.org/W4396506397"],"related_works":["https://openalex.org/W2083701517","https://openalex.org/W2069340834","https://openalex.org/W2082804893","https://openalex.org/W2550686250","https://openalex.org/W2382527959","https://openalex.org/W87038205","https://openalex.org/W2539281752","https://openalex.org/W2083288298","https://openalex.org/W2076840701","https://openalex.org/W2607129240"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,16,26,71],"privacy-preserving":[4],"method":[5],"for":[6],"the":[7,34,46,49,53,62,87,116,122,129,136,151,158],"collection":[8],"of":[9,15,19,37,52,74,131,138],"aggregate":[10,50,80],"statistics.The":[11],"proposed":[12,159],"system":[13],"consists":[14],"several":[17,65],"groups":[18],"servers":[20,47,75,117,147],"and":[21,30,165],"multiple":[22],"clients.Each":[23],"client":[24],"holds":[25],"private":[27,54,124],"data":[28,152],"value":[29],"aims":[31],"to":[32,76,148],"obtain":[33],"specific":[35],"result":[36,51],"all":[38,90],"values":[39,55],"(including":[40],"sum,":[41],"AND/OR,":[42],"maximum":[43],"value,":[44],"etc.),":[45],"compute":[48],"without":[56],"disclosing":[57],"any":[58],"individual":[59],"data.We":[60],"divide":[61],"clients":[63,142],"into":[64],"groups,":[66],"with":[67],"each":[68,108],"group":[69,109],"utilizing":[70],"distinct":[72],"set":[73],"perform":[77],"aggregation.The":[78],"final":[79],"statistics":[81],"are":[82],"then":[83],"computed":[84],"by":[85],"combining":[86],"results":[88],"from":[89],"groups.Our":[91],"scheme":[92,160],"is":[93,114,153],"based":[94],"on":[95],"secret-sharing":[96,140],"technology":[97],"in":[98,107,111,128],"secure":[99],"multi-party":[100],"computation":[101],"(MPC).As":[102],"long":[103],"as":[104],"one":[105],"server":[106],"involved":[110],"daBits":[112],"generation":[113],"honest,":[115],"learn":[118],"almost":[119],"nothing":[120],"about":[121],"clients'":[123],"data.To":[125],"maintain":[126],"robustness":[127],"face":[130],"malicious":[132],"clients,":[133],"we":[134],"enforce":[135],"use":[137],"Boolean":[139],"when":[141],"upload":[143],"their":[144],"data,":[145],"enabling":[146],"verify":[149],"whether":[150],"well-formed.Our":[154],"evaluation":[155],"demonstrates":[156],"that":[157],"effectively":[161],"balances":[162],"between":[163],"performance":[164],"security.":[166]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}