{"id":"https://openalex.org/W4386057506","doi":"https://doi.org/10.1109/isit54713.2023.10206949","title":"Differentially Private Secure Multiplication: Hiding Information in the Rubble of Noise","display_name":"Differentially Private Secure Multiplication: Hiding Information in the Rubble of Noise","publication_year":2023,"publication_date":"2023-06-25","ids":{"openalex":"https://openalex.org/W4386057506","doi":"https://doi.org/10.1109/isit54713.2023.10206949"},"language":"en","primary_location":{"id":"doi:10.1109/isit54713.2023.10206949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit54713.2023.10206949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-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/A5008627075","display_name":"Viveck R. Cadambe","orcid":"https://orcid.org/0000-0001-6786-8785"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Viveck R. Cadambe","raw_affiliation_strings":["Pennsylvania State University"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051646746","display_name":"Haewon Jeong","orcid":"https://orcid.org/0009-0008-3254-4834"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haewon Jeong","raw_affiliation_strings":["University of California,Santa Barbara","University of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"University of California,Santa Barbara","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074697940","display_name":"Fl\u00e1vio P. Calmon","orcid":"https://orcid.org/0000-0002-7493-1428"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Flavio P. Calmon","raw_affiliation_strings":["Harvard University"],"affiliations":[{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I2801851002"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008627075"],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":0.1751,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55253812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2207","last_page":"2212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.998199999332428,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9940000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rubble","display_name":"Rubble","score":0.7810882329940796},{"id":"https://openalex.org/keywords/multiplication","display_name":"Multiplication (music)","score":0.7046480178833008},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5887563824653625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5809195637702942},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.5233309268951416},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5151206851005554},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1975330412387848},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.1126311719417572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09555557370185852},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.09233945608139038},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07068291306495667}],"concepts":[{"id":"https://openalex.org/C2777929537","wikidata":"https://www.wikidata.org/wiki/Q1225329","display_name":"Rubble","level":2,"score":0.7810882329940796},{"id":"https://openalex.org/C2780595030","wikidata":"https://www.wikidata.org/wiki/Q3860309","display_name":"Multiplication (music)","level":2,"score":0.7046480178833008},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5887563824653625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5809195637702942},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.5233309268951416},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5151206851005554},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1975330412387848},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.1126311719417572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09555557370185852},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.09233945608139038},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07068291306495667},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit54713.2023.10206949","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit54713.2023.10206949","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1873763122","https://openalex.org/W2006453614","https://openalex.org/W2344617522","https://openalex.org/W2559655401","https://openalex.org/W2806273311","https://openalex.org/W2963498933","https://openalex.org/W2981347044","https://openalex.org/W3007714448","https://openalex.org/W3016632787","https://openalex.org/W3027749727","https://openalex.org/W3124082353","https://openalex.org/W3125314015","https://openalex.org/W3127518390","https://openalex.org/W3196704321","https://openalex.org/W3201582037","https://openalex.org/W4205228770","https://openalex.org/W4289655254","https://openalex.org/W6752557422"],"related_works":["https://openalex.org/W2571272808","https://openalex.org/W2597203066","https://openalex.org/W189570151","https://openalex.org/W2084197020","https://openalex.org/W4321103321","https://openalex.org/W2654352709","https://openalex.org/W4388276557","https://openalex.org/W4285102338","https://openalex.org/W2634048584","https://openalex.org/W55366686"],"abstract_inverted_index":{"We":[0,103],"consider":[1],"the":[2,24,59,86,90,106,160,173,183,190,196],"problem":[3],"of":[4,82,89,121,141,180],"private":[5],"distributed":[6,21],"multiparty":[7],"computation.":[8],"It":[9],"is":[10,153,186],"well-established":[11],"that":[12,64,118,157,172],"coding":[13,169],"strategies":[14],"can":[15,66,96,128],"enable":[16],"perfect":[17,28,83,146],"information-theoretic":[18],"privacy":[19,29,45,80,101,110,123],"in":[20,75,113],"computation":[22,55,192],"(e.g.,":[23],"BGW":[25],"protocol).":[26],"However,":[27],"comes":[30],"at":[31,164],"a":[32,119],"high":[33],"computational":[34],"overhead":[35],"cost,":[36],"requiring":[37],"2t":[38],"+":[39],"1":[40],"compute":[41],"nodes":[42,74,95,127,143],"to":[43,69,77,99,145,177,188],"ensure":[44,78],"against":[46,124],"any":[47],"t":[48,125,142],"colluding":[49,94,126],"nodes.":[50],"By":[51],"allowing":[52],"for":[53],"approximate":[54],"and":[56,111,116,162],"operations":[57],"over":[58],"real":[60],"numbers,":[61],"we":[62],"demonstrate":[63],"noise":[65,163,197],"be":[67,97,130,178],"added":[68],"data":[70,91,161],"shared":[71],"with":[72],"computing":[73,138],"order":[76],"differential":[79,100,109,122],"instead":[81],"privacy.":[84,147],"Specifically,":[85],"signal-to-noise":[87],"ratio":[88],"received":[92],"by":[93,193],"mapped":[98],"guarantees.":[102],"precisely":[104],"characterize":[105],"trade-off":[107],"between":[108],"accuracy":[112],"this":[114],"setting,":[115],"prove":[117],"degree":[120],"always":[129],"ensured":[131],"whenever":[132],"there":[133],"are":[134],"more":[135],"than":[136],"t+1":[137],"node\u2014a":[139],"reduction":[140],"compared":[144],"A":[148],"particularly":[149],"novel":[150],"technical":[151],"aspect":[152],"an":[154],"achievable":[155],"scheme":[156,170],"carefully":[158],"encodes":[159],"different":[165],"magnitude":[166],"levels.":[167],"This":[168],"ensures":[171],"adversary\u2019s":[174],"input":[175],"appears":[176],"layers":[179],"noise,":[181],"whereas":[182],"legitimate":[184],"decoder":[185],"able":[187],"uncover":[189],"desired":[191],"\"peeling\"":[194],"off":[195],"layers.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}