{"id":"https://openalex.org/W4323651873","doi":"https://doi.org/10.1145/3579610","title":"Having your Privacy Cake and Eating it Too: Platform-supported Auditing of Social Media Algorithms for Public Interest","display_name":"Having your Privacy Cake and Eating it Too: Platform-supported Auditing of Social Media Algorithms for Public Interest","publication_year":2023,"publication_date":"2023-04-14","ids":{"openalex":"https://openalex.org/W4323651873","doi":"https://doi.org/10.1145/3579610"},"language":"en","primary_location":{"id":"doi:10.1145/3579610","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3579610","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3579610","source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3579610","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059200754","display_name":"Basileal Imana","orcid":"https://orcid.org/0000-0002-6645-7850"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Basileal Imana","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6645-7850","affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005219368","display_name":"Aleksandra Korolova","orcid":"https://orcid.org/0000-0001-8237-9058"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aleksandra Korolova","raw_affiliation_strings":["Princeton University, Princeton, NJ, USA"],"raw_orcid":"https://orcid.org/0000-0001-8237-9058","affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090014731","display_name":"John Heidemann","orcid":"https://orcid.org/0000-0002-1225-7562"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I2801204180","display_name":"Marina Del Rey Hospital","ror":"https://ror.org/05wqyfz02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801204180"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Heidemann","raw_affiliation_strings":["University of Southern California, Marina del Rey, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-1225-7562","affiliations":[{"raw_affiliation_string":"University of Southern California, Marina del Rey, CA, USA","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I2801204180"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3732,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.90373718,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"CSCW1","first_page":"1","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/audit","display_name":"Audit","score":0.7916244864463806},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5918527245521545},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.582942545413971},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5171436667442322},{"id":"https://openalex.org/keywords/mandate","display_name":"Mandate","score":0.4393094480037689},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34564000368118286},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.28161317110061646},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22316500544548035},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.19660812616348267},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.0921417772769928}],"concepts":[{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.7916244864463806},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5918527245521545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.582942545413971},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5171436667442322},{"id":"https://openalex.org/C2775884135","wikidata":"https://www.wikidata.org/wiki/Q845436","display_name":"Mandate","level":2,"score":0.4393094480037689},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34564000368118286},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.28161317110061646},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22316500544548035},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.19660812616348267},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0921417772769928},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3579610","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3579610","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3579610","source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3579610","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3579610","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3579610","source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G3097911548","display_name":"SaTC: CORE: Medium: Collaborative Research: Understanding and Mitigating the Privacy and Societal Risks of Advanced Advertising Targeting and Tracking","funder_award_id":"1916153","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G356603750","display_name":"CAREER: Towards Privacy and Fairness in Multi-Sided Platforms","funder_award_id":"1943584","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5647312514","display_name":"SaTC: Frontiers: Collaborative: Protecting Personal Data Flow on the Internet","funder_award_id":"1956435","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306814","display_name":"Rose Foundation for Communities and the Environment","ror":"https://ror.org/0145pgy59"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4323651873.pdf","grobid_xml":"https://content.openalex.org/works/W4323651873.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1648303880","https://openalex.org/W1873763122","https://openalex.org/W2123147099","https://openalex.org/W2133541560","https://openalex.org/W2433203947","https://openalex.org/W2550925836","https://openalex.org/W2602024037","https://openalex.org/W2765146466","https://openalex.org/W2809878087","https://openalex.org/W2884331087","https://openalex.org/W2940248821","https://openalex.org/W2940680165","https://openalex.org/W2969884768","https://openalex.org/W2999830435","https://openalex.org/W3001221685","https://openalex.org/W3023236086","https://openalex.org/W3033550647","https://openalex.org/W3098493154","https://openalex.org/W3116326248","https://openalex.org/W3133759846","https://openalex.org/W3135773605","https://openalex.org/W3155422163","https://openalex.org/W3155476465","https://openalex.org/W3158542648","https://openalex.org/W3159435787","https://openalex.org/W3160887439","https://openalex.org/W3163680969","https://openalex.org/W3173463346","https://openalex.org/W3183608008","https://openalex.org/W3205290952","https://openalex.org/W3206218807","https://openalex.org/W3210968448","https://openalex.org/W3215475614","https://openalex.org/W4206125442","https://openalex.org/W4210987596","https://openalex.org/W4213038092","https://openalex.org/W4221167983","https://openalex.org/W4224992683","https://openalex.org/W4233413206","https://openalex.org/W4288083799","https://openalex.org/W4288086175","https://openalex.org/W4288359825","https://openalex.org/W6604590095"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2126282635","https://openalex.org/W4387336880","https://openalex.org/W4311101828","https://openalex.org/W3176149442","https://openalex.org/W2167744537","https://openalex.org/W2281290814","https://openalex.org/W2963683696","https://openalex.org/W1998806042","https://openalex.org/W2043706156"],"abstract_inverted_index":{"Social":[0],"media":[1,110,201,285],"platforms":[2,27,202,286],"curate":[3,30],"access":[4,107,187],"to":[5,29,51,58,94,108,113,122,164,175,188,194],"information":[6],"and":[7,9,91,136,168,254,275,289],"opportunities,":[8],"so":[10],"play":[11],"a":[12,96,142,233,244],"critical":[13],"role":[14],"in":[15,87,259],"shaping":[16],"public":[17,280],"discourse":[18],"today.":[19],"The":[20,157],"opaque":[21],"nature":[22],"of":[23,74,78,85,99,132,153,160,171,199,218,262],"the":[24,75,89,92,151,154,166,169,192,260,294],"algorithms":[25,55],"these":[26,54,177,230],"use":[28],"content":[31],"raises":[32],"societal":[33],"questions.":[34],"Prior":[35],"studies":[36],"have":[37,82,116],"used":[38],"black-box":[39],"methods":[40,66,174],"led":[41],"by":[42,48,203,222,291],"experts":[43],"or":[44,60],"collaborative":[45],"audits":[46],"driven":[47],"everyday":[49],"users":[50],"show":[52,208,238],"that":[53,148,184,227,239],"can":[56,149,278],"lead":[57],"biased":[59],"discriminatory":[61],"outcomes.":[62],"However,":[63],"existing":[64,172],"auditing":[65,100,127,147,173,198,210,225],"face":[67],"fundamental":[68],"limitations":[69,170],"because":[70,126],"they":[71],"function":[72],"independent":[73],"platforms.":[76,111],"Concerns":[77],"potential":[79],"harmful":[80],"outcomes":[81],"prompted":[83],"proposal":[84],"legislation":[86],"both":[88],"U.S.":[90],"E.U.":[93],"mandate":[95],"new":[97,143],"form":[98],"where":[101],"vetted":[102],"external":[103,204],"researchers":[104],"get":[105],"privileged":[106,186],"social":[109,200,284],"Unfortunately,":[112],"date":[114],"there":[115],"been":[117],"no":[118],"concrete":[119],"technical":[120,269],"proposals":[121],"provide":[123],"such":[124],"auditing,":[125],"at":[128,179],"scale":[129],"risks":[130],"disclosure":[131,217],"users'":[133],"private":[134],"data":[135],"platforms'":[137,219],"proprietary":[138],"algorithms.":[139],"We":[140],"propose":[141],"method":[144],"for":[145,256,265],"platform-supported":[146,197,209],"meet":[150],"goals":[152],"proposed":[155],"legislation.":[156],"first":[158],"contribution":[159],"our":[161],"work":[162],"is":[163,191],"enumerate":[165],"challenges":[167],"implement":[176],"policies":[178],"scale.":[180],"Second,":[181],"we":[182,207,237],"suggest":[183],"limited,":[185],"relevance":[189],"estimators":[190],"key":[193],"enabling":[195],"generalizable":[196],"researchers.":[205],"Third,":[206],"need":[211],"not":[212],"risk":[213],"user":[214],"privacy":[215,241],"nor":[216],"business":[220],"interests":[221],"proposing":[223],"an":[224,251],"framework":[226],"protects":[228],"against":[229],"risks.":[231],"For":[232],"particular":[234],"fairness":[235],"metric,":[236],"ensuring":[240],"imposes":[242],"only":[243],"small":[245],"constant":[246],"factor":[247],"increase":[248],"(6.34x":[249],"as":[250],"upper":[252],"bound,":[253],"4\u00d7":[255],"typical":[257],"parameters)":[258],"number":[261],"samples":[263],"required":[264],"accurate":[266],"auditing.":[267],"Our":[268],"contributions,":[270],"combined":[271],"with":[272],"ongoing":[273],"legal":[274],"policy":[276],"efforts,":[277],"enable":[279],"oversight":[281],"into":[282],"how":[283],"affect":[287],"individuals":[288],"society":[290],"moving":[292],"past":[293],"privacy-vs-transparency":[295],"hurdle.":[296]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2023-03-10T00:00:00"}
