{"id":"https://openalex.org/W3138513843","doi":"https://doi.org/10.1109/bigdata50022.2020.9378135","title":"SAFE \u2013 Secure Aggregated Frequency Estimates","display_name":"SAFE \u2013 Secure Aggregated Frequency Estimates","publication_year":2020,"publication_date":"2020-12-10","ids":{"openalex":"https://openalex.org/W3138513843","doi":"https://doi.org/10.1109/bigdata50022.2020.9378135","mag":"3138513843"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata50022.2020.9378135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","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/A5020075641","display_name":"Eric Bax","orcid":null},"institutions":[{"id":"https://openalex.org/I1302485747","display_name":"Verizon (United States)","ror":"https://ror.org/02vdyxx64","country_code":"US","type":"company","lineage":["https://openalex.org/I1302485747"]},{"id":"https://openalex.org/I4401726916","display_name":"Verizon Media (United States)","ror":"https://ror.org/05dgrnf47","country_code":null,"type":"company","lineage":["https://openalex.org/I4401726916"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eric Bax","raw_affiliation_strings":["Verizon Media, Los Angeles, CA"],"affiliations":[{"raw_affiliation_string":"Verizon Media, Los Angeles, CA","institution_ids":["https://openalex.org/I1302485747","https://openalex.org/I4401726916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063213469","display_name":"Charlotte Bax","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Charlotte Bax","raw_affiliation_strings":["Flintridge Prep, Los Angeles, CA"],"affiliations":[{"raw_affiliation_string":"Flintridge Prep, Los Angeles, CA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020075641"],"corresponding_institution_ids":["https://openalex.org/I1302485747","https://openalex.org/I4401726916"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2164879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"5633","last_page":"5635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","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/T10237","display_name":"Cryptography and Data Security","score":0.9983999729156494,"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/T11719","display_name":"Data Quality and Management","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8110191226005554},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.71690833568573},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.6838200092315674},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5873723030090332},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5838126540184021},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5266596674919128},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5011560916900635},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.46452367305755615},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4219960570335388},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.417711466550827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.318857878446579},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.266650527715683},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.07433584332466125},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07251939177513123}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8110191226005554},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.71690833568573},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.6838200092315674},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5873723030090332},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5838126540184021},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5266596674919128},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5011560916900635},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.46452367305755615},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4219960570335388},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.417711466550827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.318857878446579},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.266650527715683},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07433584332466125},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07251939177513123},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata50022.2020.9378135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W774911181","https://openalex.org/W1786332878","https://openalex.org/W2030888439","https://openalex.org/W2058882606","https://openalex.org/W2083026317","https://openalex.org/W2103012681","https://openalex.org/W2113046370","https://openalex.org/W2119885577","https://openalex.org/W2122111042","https://openalex.org/W2140376886","https://openalex.org/W2150010995","https://openalex.org/W2158139921","https://openalex.org/W2170207925","https://openalex.org/W2171033594","https://openalex.org/W2317953821","https://openalex.org/W2561380899","https://openalex.org/W2798455656","https://openalex.org/W2799061466","https://openalex.org/W2913398569","https://openalex.org/W2963785180","https://openalex.org/W3003684364","https://openalex.org/W3009557165","https://openalex.org/W4230946174","https://openalex.org/W4233413206","https://openalex.org/W6638289159","https://openalex.org/W6680832709","https://openalex.org/W6683338658","https://openalex.org/W6684836731","https://openalex.org/W6756804080"],"related_works":["https://openalex.org/W2107628111","https://openalex.org/W2394004323","https://openalex.org/W2398764543","https://openalex.org/W2027335291","https://openalex.org/W4210328553","https://openalex.org/W1980417906","https://openalex.org/W2171903035","https://openalex.org/W2106598802","https://openalex.org/W2071206959","https://openalex.org/W2123241129"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,69,110],"system":[3],"for":[4,59],"privacy-aware":[5],"machine":[6],"learning.":[7],"The":[8,55],"data":[9,61,107],"provider":[10,36,62,66],"encodes":[11],"each":[12],"record":[13],"in":[14],"way":[15],"that":[16,92,105],"avoids":[17],"revealing":[18],"information":[19],"about":[20,26],"the":[21,27,38,60,64,76],"record's":[22],"field":[23,53],"values":[24,30],"or":[25],"ordering":[28],"of":[29,50],"from":[31,63,68],"different":[32],"records.":[33],"A":[34],"service":[35,65],"stores":[37],"encoded":[39,51],"records":[40],"and":[41,67,80,98],"uses":[42],"them":[43],"to":[44,85],"perform":[45],"classification":[46,103],"on":[47,95,109],"queries":[48],"consisting":[49],"input":[52],"values.":[54],"encoding":[56,77],"provides":[57],"privacy":[58],"third":[70],"party":[71],"issuing":[72],"unauthorized":[73],"queries.":[74],"But":[75],"makes":[78],"regression-based":[79],"many":[81],"tree-based":[82],"classifiers":[83,91],"impossible":[84],"implement.":[86],"It":[87],"does":[88],"allow":[89],"histogram-type":[90],"are":[93],"based":[94],"category":[96],"membership,":[97],"we":[99],"present":[100],"one":[101],"such":[102],"method":[104],"ensures":[106],"sufficiency":[108],"per-classification":[111],"basis.":[112]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
