{"id":"https://openalex.org/W4386075238","doi":"https://doi.org/10.1109/isit54713.2023.10206967","title":"Differentially Private Coded Computing","display_name":"Differentially Private Coded Computing","publication_year":2023,"publication_date":"2023-06-25","ids":{"openalex":"https://openalex.org/W4386075238","doi":"https://doi.org/10.1109/isit54713.2023.10206967"},"language":"en","primary_location":{"id":"doi:10.1109/isit54713.2023.10206967","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit54713.2023.10206967","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/A5063235381","display_name":"Hsuan-Po Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hsuan-Po Liu","raw_affiliation_strings":["University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109"],"affiliations":[{"raw_affiliation_string":"University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084796282","display_name":"Mahdi Soleymani","orcid":"https://orcid.org/0000-0002-5495-901X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahdi Soleymani","raw_affiliation_strings":["Halıcıoğlu Data Science Institute, University of California San Diego,La Jolla,CA,USA,92093"],"affiliations":[{"raw_affiliation_string":"Halıcıoğlu Data Science Institute, University of California San Diego,La Jolla,CA,USA,92093","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056299839","display_name":"Hessam Mahdavifar","orcid":"https://orcid.org/0000-0001-9021-1992"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hessam Mahdavifar","raw_affiliation_strings":["University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109"],"affiliations":[{"raw_affiliation_string":"University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063235381"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":0.5237,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71285258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2189","last_page":"2194"},"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":0.9993000030517578,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9990000128746033,"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/differential-privacy","display_name":"Differential privacy","score":0.861961305141449},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8553920388221741},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure multi-party computation","score":0.6399050354957581},{"id":"https://openalex.org/keywords/secret-sharing","display_name":"Secret sharing","score":0.604652464389801},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5510445833206177},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.5115707516670227},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5068133473396301},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.49262362718582153},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.408357173204422},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39647841453552246},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.2833642363548279},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18406495451927185},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18045789003372192}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.861961305141449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8553920388221741},{"id":"https://openalex.org/C18396474","wikidata":"https://www.wikidata.org/wiki/Q2465888","display_name":"Secure multi-party computation","level":3,"score":0.6399050354957581},{"id":"https://openalex.org/C3087436","wikidata":"https://www.wikidata.org/wiki/Q1386603","display_name":"Secret sharing","level":3,"score":0.604652464389801},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5510445833206177},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.5115707516670227},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5068133473396301},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.49262362718582153},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.408357173204422},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39647841453552246},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.2833642363548279},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18406495451927185},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18045789003372192},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit54713.2023.10206967","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit54713.2023.10206967","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1524288918","https://openalex.org/W1873763122","https://openalex.org/W1971991172","https://openalex.org/W2002352982","https://openalex.org/W2112022568","https://openalex.org/W2141420453","https://openalex.org/W2141625084","https://openalex.org/W2337093093","https://openalex.org/W2473418344","https://openalex.org/W2564029303","https://openalex.org/W2806273311","https://openalex.org/W2962850796","https://openalex.org/W2963290814","https://openalex.org/W2963498933","https://openalex.org/W2963953036","https://openalex.org/W2967810001","https://openalex.org/W3006030847","https://openalex.org/W3007714448","https://openalex.org/W3015535799","https://openalex.org/W3016632787","https://openalex.org/W3049011873","https://openalex.org/W3080885782","https://openalex.org/W3127518390","https://openalex.org/W3137779858","https://openalex.org/W3187534145","https://openalex.org/W3187837911","https://openalex.org/W3198659781","https://openalex.org/W3201582037","https://openalex.org/W4205228770","https://openalex.org/W4285260949","https://openalex.org/W4289117554","https://openalex.org/W4289713086","https://openalex.org/W4289713175","https://openalex.org/W4308216523","https://openalex.org/W4310902982","https://openalex.org/W4365600460","https://openalex.org/W6639246211","https://openalex.org/W6738835244","https://openalex.org/W6752557422","https://openalex.org/W6757288671","https://openalex.org/W6852161680"],"related_works":["https://openalex.org/W2397857137","https://openalex.org/W2083084382","https://openalex.org/W1557783852","https://openalex.org/W2768332800","https://openalex.org/W2188298058","https://openalex.org/W3214129216","https://openalex.org/W2129756153","https://openalex.org/W2006088653","https://openalex.org/W1474916271","https://openalex.org/W2161875663"],"abstract_inverted_index":{"Distributed":[0],"computing":[1,53,64],"has":[2,54],"attracted":[3],"significant":[4],"recent":[5],"attention":[6],"for":[7,60,178,254],"speeding":[8,61],"up":[9,62],"large-scale":[10],"computations":[11,187],"by":[12,206],"disseminating":[13],"computational":[14],"jobs":[15],"from":[16,78],"a":[17,57,90,115,211,247],"central":[18],"master":[19],"node":[20],"across":[21],"several":[22],"worker":[23,26],"nodes/servers.":[24],"However,":[25,84],"nodes":[27],"are":[28,188],"often":[29],"untrusted":[30],"and":[31,65,73,81,150,160,196,232],"can":[32,66,102,227],"also":[33,68],"collude":[34],"to":[35,39,70,109,120,134,137,156],"gain":[36],"unauthorized":[37],"access":[38],"sensitive":[40,44],"data.":[41,128],"Hence,":[42],"sharing":[43,80,224],"data":[45,49,108,139,197,262],"with":[46],"them":[47],"raises":[48],"privacy":[50,74,88,113,123,163,170,176,260],"concerns.":[51],"Coded":[52],"emerged":[55],"as":[56,238],"promising":[58],"framework":[59],"distributed":[63,250],"be":[67],"adapted":[69,155],"address":[71],"security":[72],"concerns":[75],"utilizing":[76],"tools":[77],"secret":[79,223],"multi-party":[82],"computing.":[83],"ensuring":[85,241],"perfect":[86],"information-theoretic":[87],"imposes":[89],"strict":[91],"threshold":[92],"on":[93],"the":[94,100,122,126,138,162,166,174,179,183,186,191,217,222,236,259,264],"maximum":[95],"number":[96],"of":[97,125,168,173,193,201,240,261],"colluding":[98],"workers":[99],"protocol":[101,253],"tolerate":[103],"and,":[104],"also,":[105],"necessitates":[106],"quantizing/mapping":[107],"finite":[110],"fields.":[111],"Differential":[112],"is":[114,132,154,204,219],"widely":[116],"accepted":[117],"practical":[118],"measure":[119],"capture":[121],"leakage":[124],"shared":[127],"The":[129],"mainstream":[130],"approach":[131],"then":[133],"add":[135],"perturbations":[136],"via":[140],"randomized":[141],"mechanisms.":[142],"In":[143,215],"this":[144],"paper,":[145],"we":[146,245],"revisit":[147],"coded":[148],"computing,":[149],"especially":[151],"when":[152],"it":[153],"handle":[157],"real-valued":[158],"data,":[159],"analyze":[161],"guarantees":[164],"through":[165,221],"lens":[167],"differential":[169,202,242],"in":[171,182,199,210,229,263],"terms":[172,200,209],"(\u03f5,\u03b4)-differential":[175],"metric,":[177],"first":[180],"time":[181],"literature.":[184],"All":[185],"done":[189],"over":[190],"field":[192],"real/complex":[194],"numbers":[195],"privacy,":[198,203],"attained":[205],"adding":[207],"noise":[208,218],"certain":[212],"structured":[213],"way.":[214],"particular,":[216],"added":[220],"mechanism":[225],"(which":[226],"be,":[228],"principle,":[230],"decoded":[231],"cancelled":[233],"out":[234],"at":[235],"master)":[237],"means":[239],"privacy.":[243],"Furthermore,":[244],"propose":[246],"differentially":[248],"private":[249],"matrix":[251,255],"multiplication":[252],"multiplications":[256],"that":[257],"keeps":[258],"worst":[265],"adversarial":[266],"case.":[267]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}