{"id":"https://openalex.org/W4402264233","doi":"https://doi.org/10.1109/sp54263.2024.00245","title":"Private Analytics via Streaming, Sketching, and Silently Verifiable Proofs","display_name":"Private Analytics via Streaming, Sketching, and Silently Verifiable Proofs","publication_year":2024,"publication_date":"2024-05-19","ids":{"openalex":"https://openalex.org/W4402264233","doi":"https://doi.org/10.1109/sp54263.2024.00245"},"language":"en","primary_location":{"id":"doi:10.1109/sp54263.2024.00245","doi":"https://doi.org/10.1109/sp54263.2024.00245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sp54263.2024.00245","pdf_url":null,"source":{"id":"https://openalex.org/S4210233669","display_name":"IEEE Symposium on Security and Privacy (S&P)","issn_l":"1081-6011","issn":["1081-6011","2375-1207"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-2"],"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Symposium on Security and Privacy (SP)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5011760914","display_name":"Mayank Rathee","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mayank Rathee","raw_affiliation_strings":["UC Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuwen Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuwen Zhang","raw_affiliation_strings":["UC Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010212636","display_name":"Henry Corrigan-Gibbs","orcid":"https://orcid.org/0009-0006-7577-4512","observed_orcids":["https://orcid.org/0009-0006-7577-4512"]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Henry Corrigan-Gibbs","raw_affiliation_strings":["MIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015782472","display_name":"Raluca Ada Popa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raluca Ada Popa","raw_affiliation_strings":["UC Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4701,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.94234121,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3072","last_page":"3090"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.47530001401901245,"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"}},"topics":[{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.47530001401901245,"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"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.3698999881744385,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.10109999775886536,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/privacy-preserving-data-collection","display_name":"privacy-preserving data collection","score":0.7360000014305115},{"id":"https://openalex.org/keywords/aggregate-statistics","display_name":"aggregate statistics","score":0.9710000157356262},{"id":"https://openalex.org/keywords/secret-sharing","display_name":"secret sharing","score":0.6970000267028809},{"id":"https://openalex.org/keywords/non-colluding-servers","display_name":"non-colluding servers","score":0.7049999833106995}],"concepts":[{"id":"https://openalex.org/C85847156","wikidata":"https://www.wikidata.org/wiki/Q59015987","display_name":"Verifiable secret sharing","level":3,"score":0.8012719750404358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7567371129989624},{"id":"https://openalex.org/C108710211","wikidata":"https://www.wikidata.org/wiki/Q11538","display_name":"Mathematical proof","level":2,"score":0.7137081623077393},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5878229141235352},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.20007920265197754},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13228994607925415},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.084307461977005},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sp54263.2024.00245","doi":"https://doi.org/10.1109/sp54263.2024.00245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sp54263.2024.00245","pdf_url":null,"source":{"id":"https://openalex.org/S4210233669","display_name":"IEEE Symposium on Security and Privacy (S&P)","issn_l":"1081-6011","issn":["1081-6011","2375-1207"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-2"],"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Symposium on Security and Privacy (SP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":87,"referenced_works":["https://openalex.org/W5855678","https://openalex.org/W25045116","https://openalex.org/W201721620","https://openalex.org/W1484474218","https://openalex.org/W1493892051","https://openalex.org/W1511198340","https://openalex.org/W1536141561","https://openalex.org/W1538893382","https://openalex.org/W1544735579","https://openalex.org/W1546167911","https://openalex.org/W1556703410","https://openalex.org/W1589034595","https://openalex.org/W1794864632","https://openalex.org/W1906205923","https://openalex.org/W1949459993","https://openalex.org/W1966034442","https://openalex.org/W1968199120","https://openalex.org/W1975680434","https://openalex.org/W1980227445","https://openalex.org/W1981029888","https://openalex.org/W1986293063","https://openalex.org/W1988355221","https://openalex.org/W2018989507","https://openalex.org/W2033974828","https://openalex.org/W2052267638","https://openalex.org/W2080234606","https://openalex.org/W2083100635","https://openalex.org/W2097796125","https://openalex.org/W2101770573","https://openalex.org/W2103647628","https://openalex.org/W2109426455","https://openalex.org/W2149921703","https://openalex.org/W2201600774","https://openalex.org/W2339253107","https://openalex.org/W2496543269","https://openalex.org/W2532967691","https://openalex.org/W2533357737","https://openalex.org/W2599930814","https://openalex.org/W2604861932","https://openalex.org/W2734833749","https://openalex.org/W2761138375","https://openalex.org/W2767079719","https://openalex.org/W2807403537","https://openalex.org/W2891063150","https://openalex.org/W2917708172","https://openalex.org/W2934042028","https://openalex.org/W2969140724","https://openalex.org/W2980195532","https://openalex.org/W2983374155","https://openalex.org/W2983838566","https://openalex.org/W2990391002","https://openalex.org/W3014289865","https://openalex.org/W3015806656","https://openalex.org/W3016257699","https://openalex.org/W3082006475","https://openalex.org/W3085470244","https://openalex.org/W3103312471","https://openalex.org/W3113846494","https://openalex.org/W3126804674","https://openalex.org/W3173250331","https://openalex.org/W3213827288","https://openalex.org/W3215933531","https://openalex.org/W4200633373","https://openalex.org/W4200633847","https://openalex.org/W4224247562","https://openalex.org/W4285154500","https://openalex.org/W4298949291","https://openalex.org/W4300449316","https://openalex.org/W4308338766","https://openalex.org/W4308381125","https://openalex.org/W4308408787","https://openalex.org/W4308642583","https://openalex.org/W4320082969","https://openalex.org/W4383221456","https://openalex.org/W4384948726","https://openalex.org/W4385080297","https://openalex.org/W4385299238","https://openalex.org/W4385522487","https://openalex.org/W4385654010","https://openalex.org/W4385654703","https://openalex.org/W4387321092","https://openalex.org/W4388858846","https://openalex.org/W4389010976","https://openalex.org/W4396790411","https://openalex.org/W6633323634","https://openalex.org/W6640760920","https://openalex.org/W7026498969"],"related_works":["https://openalex.org/W2599930814","https://openalex.org/W1906205923","https://openalex.org/W3173250331","https://openalex.org/W4400021072","https://openalex.org/W4405915691","https://openalex.org/W7061695275","https://openalex.org/W4286969293","https://openalex.org/W6945783906","https://openalex.org/W2232997092","https://openalex.org/W7140102324"],"abstract_inverted_index":{"We":[0],"present":[1],"Whisper,":[2],"a":[3,14,19,33,77,97,120,172,179],"system":[4,102],"for":[5,146,197],"privacy-preserving":[6],"collection":[7],"of":[8,18,22,36,42,66,80,86,100,116,144,187,203],"aggregate":[9,28],"statistics.":[10],"Like":[11],"prior":[12,70],"systems,":[13],"Whisper":[15,92,153,192],"deployment":[16,180],"consists":[17],"small":[20],"set":[21],"non-colluding":[23],"servers;":[24],"these":[25],"servers":[26,74,109,183],"compute":[27],"statistics":[29,156],"over":[30],"data":[31,41,105,160],"from":[32],"large":[34,114],"number":[35,65],"users":[37],"without":[38],"learning":[39],"the":[40,63,73,84,108,142],"any":[43],"individual":[44],"user.":[45],"Whisper\u2019s":[46],"main":[47],"contribution":[48],"is":[49,135],"that":[50,106],"its":[51,56],"server-to-server":[52,147,195],"communication":[53,196,208],"cost":[54,143],"and":[55,174,184],"server-side":[57],"storage":[58],"costs":[59],"scale":[60],"sublinearly":[61],"with":[62,127,168,181],"total":[64],"users.":[67],"In":[68,90,178],"particular,":[69],"systems":[71],"required":[72],"to":[75,82,110],"exchange":[76],"few":[78],"bits":[79],"information":[81],"verify":[83,111],"well-formedness":[85],"each":[87,206],"client":[88],"submission.":[89],"contrast,":[91],"uses":[93],"silently":[94],"verifiable":[95],"proofs,":[96],"new":[98],"type":[99],"proof":[101],"on":[103],"secret-shared":[104],"allows":[107],"an":[112,166],"arbitrarily":[113],"batch":[115],"proofs":[117],"by":[118,200,210],"exchanging":[119],"single":[121],"128-bit":[122],"string.":[123],"This":[124],"improvement":[125],"comes":[126],"increased":[128],"client-to-server":[129],"communication,":[130],"which,":[131],"in":[132,165],"cloud":[133],"computing,":[134],"typically":[136],"cheaper":[137],"(or":[138],"even":[139],"free)":[140],"than":[141],"egress":[145],"communication.":[148],"To":[149],"reduce":[150],"server":[151],"storage,":[152],"approximates":[154],"certain":[155],"using":[157],"smallspace":[158],"sketching":[159],"structures.":[161],"Applying":[162],"randomized":[163],"sketches":[164],"environment":[167],"adversarial":[169],"clients":[170,186],"requires":[171],"careful":[173],"novel":[175],"security":[176],"analysis.":[177],"two":[182],"100,000":[185],"which":[188],"1%":[189],"are":[190],"malicious,":[191],"can":[193],"improve":[194],"vector":[198],"sum":[199],"three":[201],"orders":[202],"magnitude":[204],"while":[205],"client\u2019s":[207],"increases":[209],"only":[211],"10%.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-09-06T00:00:00"}