{"id":"https://openalex.org/W4404987832","doi":"https://doi.org/10.1145/3658644.3690367","title":"Curator Attack: When Blackbox Differential Privacy Auditing Loses Its Power","display_name":"Curator Attack: When Blackbox Differential Privacy Auditing Loses Its Power","publication_year":2024,"publication_date":"2024-12-02","ids":{"openalex":"https://openalex.org/W4404987832","doi":"https://doi.org/10.1145/3658644.3690367"},"language":"en","primary_location":{"id":"doi:10.1145/3658644.3690367","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658644.3690367","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3690367","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3690367","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031653808","display_name":"S.-Y. Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shiming Wang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018175815","display_name":"Liyao Xiang","orcid":"https://orcid.org/0000-0003-0165-4930"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyao Xiang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112507392","display_name":"B. C. P. Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowei Cheng","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065414494","display_name":"Zhe Ji","orcid":"https://orcid.org/0009-0005-8803-1737"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Ji","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tianran Sun","orcid":"https://orcid.org/0009-0006-8834-7288"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianran Sun","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034483183","display_name":"Xinbing Wang","orcid":"https://orcid.org/0000-0002-0357-8356"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinbing Wang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5031653808"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.6813,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76980581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3540","last_page":"3554"},"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":0.9987999796867371,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","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"}}],"keywords":[{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.6727126836776733},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6720948219299316},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6526769399642944},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.6396936178207397},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4520178437232971},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.44743695855140686},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4462088346481323},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.15150675177574158},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09039753675460815},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08839401602745056},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.07699155807495117},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.04387339949607849}],"concepts":[{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.6727126836776733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6720948219299316},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6526769399642944},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.6396936178207397},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4520178437232971},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.44743695855140686},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4462088346481323},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.15150675177574158},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09039753675460815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08839401602745056},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.07699155807495117},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.04387339949607849},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3658644.3690367","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658644.3690367","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3690367","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2411.16516","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.16516","pdf_url":"https://arxiv.org/pdf/2411.16516","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3658644.3690367","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3658644.3690367","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3658644.3690367","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7400000095367432}],"awards":[{"id":"https://openalex.org/G2263099940","display_name":null,"funder_award_id":"2021ZD0112801","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G4152084987","display_name":"ITR/SI+IM (CISE):Distributed Data Compression and Dissemination for Wireless Sensor Networks","funder_award_id":"0112801","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4617770419","display_name":"EAGER: STEM Identity & Computer Education: Overcoming the Intersectionality of Culture, Poverty & Disability","funder_award_id":"2032020","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7405612124","display_name":null,"funder_award_id":"2021ZD0112801","funder_id":"https://openalex.org/F4320329860","funder_display_name":"National Science and Technology Major Project"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8581020692","display_name":"I-Corps: High-performance cementitious material","funder_award_id":"2136006","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/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"},{"id":"https://openalex.org/F4320329860","display_name":"National Science and Technology Major Project","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404987832.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W15193045","https://openalex.org/W2044186952","https://openalex.org/W2047749307","https://openalex.org/W2462334487","https://openalex.org/W2884738118","https://openalex.org/W2886153332","https://openalex.org/W2889785340","https://openalex.org/W2914526098","https://openalex.org/W3029173733","https://openalex.org/W3031432927","https://openalex.org/W3035168593","https://openalex.org/W3049525043","https://openalex.org/W3102997142","https://openalex.org/W3104159150","https://openalex.org/W3154109599","https://openalex.org/W3155915750","https://openalex.org/W3167780554","https://openalex.org/W3194540623","https://openalex.org/W4248861293","https://openalex.org/W4297927038","https://openalex.org/W4306801157","https://openalex.org/W4388857730"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2558166297","https://openalex.org/W2734500670","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323","https://openalex.org/W1970141429","https://openalex.org/W2571704763"],"abstract_inverted_index":{"A":[0],"surge":[1],"in":[2,144,177],"data-driven":[3],"applications":[4],"enhances":[5],"everyday":[6],"life":[7],"but":[8],"also":[9],"raises":[10],"serious":[11],"concerns":[12],"about":[13],"private":[14],"information":[15],"leakage.":[16],"Hence":[17],"many":[18],"privacy":[19,33,43,128,147,189],"auditing":[20,40,64,102,124,166,190],"tools":[21],"are":[22,74],"emerging":[23],"for":[24,41,48],"checking":[25],"if":[26],"the":[27,32,36,108,123,138,162,169,173,183],"data":[28,37,119,134,170],"sanitization":[29],"performed":[30],"meets":[31],"standard":[34],"of":[35,57,110,141,164,175,185],"owner.":[38],"Blackbox":[39],"differential":[42,146,188],"is":[44,65,82,96],"particularly":[45],"gaining":[46],"popularity":[47],"its":[49,69],"effectiveness":[50],"and":[51,181],"applicability":[52],"to":[53,77,121,133,160],"a":[54,85,91],"wide":[55],"range":[56],"scenarios.":[58],"Yet,":[59],"we":[60],"identified":[61],"that":[62],"blackbox":[63,101,152,165],"essentially":[66],"flawed":[67],"with":[68,125,154,172],"setting":[70],"---":[71],"small":[72],"probabilities/densities":[73],"ignored":[75],"due":[76],"inaccurate":[78],"observation.":[79],"Our":[80,157],"argument":[81],"based":[83],"on":[84],"solid":[86],"false":[87],"positive":[88],"analysis":[89],"from":[90],"hypothesis":[92],"testing":[93],"perspective,":[94],"which":[95],"missed":[97],"out":[98],"by":[99],"prior":[100],"tools.":[103],"This":[104],"oversight":[105],"greatly":[106],"reduces":[107],"reliability":[109],"these":[111,179],"tools,":[112,167,180],"as":[113],"it":[114],"allows":[115],"malicious":[116],"or":[117],"incapable":[118],"curators":[120],"pass":[122],"an":[126],"overstated":[127],"guarantee,":[129],"posing":[130],"significant":[131],"risks":[132,176],"owners.":[135],"We":[136],"demonstrate":[137],"practical":[139],"existence":[140],"such":[142],"threats":[143],"classical":[145],"mechanisms":[148],"against":[149],"four":[150],"representative":[151],"auditors":[153],"experimental":[155],"validations.":[156],"findings":[158],"aim":[159],"reveal":[161],"limitations":[163],"empower":[168],"owner":[171],"awareness":[174],"using":[178],"encourage":[182],"development":[184],"more":[186],"reliable":[187],"methods.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
