{"id":"https://openalex.org/W2739906306","doi":"https://doi.org/10.1109/tdsc.2017.2734664","title":"Sensitivity Analysis for Non-Interactive Differential Privacy: Bounds and Efficient Algorithms","display_name":"Sensitivity Analysis for Non-Interactive Differential Privacy: Bounds and Efficient Algorithms","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2739906306","doi":"https://doi.org/10.1109/tdsc.2017.2734664","mag":"2739906306"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2017.2734664","doi":"https://doi.org/10.1109/tdsc.2017.2734664","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2017.2734664","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-a","cwts-core","dongbi-a","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"},"volume":null,"type":"article","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/A5088465383","display_name":"Ali \u0130nan","orcid":"https://orcid.org/0000-0002-3149-1565","observed_orcids":["https://orcid.org/0000-0002-3149-1565"]},"institutions":[{"id":"https://openalex.org/I50379099","display_name":"Adana Science and Technology University","ror":"https://ror.org/013z3yn41","country_code":"TR","type":"education","lineage":["https://openalex.org/I50379099"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ali Inan","raw_affiliation_strings":["Department of Computer Engineering, Adana Science and Technology University, Adana, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-3149-1565","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Adana Science and Technology University, Adana, Turkey","institution_ids":["https://openalex.org/I50379099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052765649","display_name":"Mehmet Emre G\u00fcrsoy","orcid":"https://orcid.org/0000-0002-7676-0167","observed_orcids":["https://orcid.org/0000-0002-7676-0167"]},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehmet Emre Gursoy","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta"],"raw_orcid":"https://orcid.org/0000-0002-7676-0167","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062560775","display_name":"Y\u00fccel Sayg\u0131n","orcid":"https://orcid.org/0000-0001-9243-7776","observed_orcids":["https://orcid.org/0000-0001-9243-7776"]},"institutions":[{"id":"https://openalex.org/I134235054","display_name":"Sabanc\u0131 \u00dcniversitesi","ror":"https://ror.org/049asqa32","country_code":"TR","type":"education","lineage":["https://openalex.org/I134235054"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yucel Saygin","raw_affiliation_strings":["Department of Computer Science and Engineering, Sabanci University, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-9243-7776","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sabanci University, Istanbul, Turkey","institution_ids":["https://openalex.org/I134235054"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.7214,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.74149545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"17","issue":"1","first_page":"194","last_page":"207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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":0.9994999766349792,"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":0.0,"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"}},{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-privacy","display_name":"differential privacy","score":0.9480000138282776},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.7739999890327454},{"id":"https://openalex.org/keywords/range-queries","display_name":"range queries","score":0.7599999904632568},{"id":"https://openalex.org/keywords/count-queries","display_name":"count queries","score":0.7900000214576721},{"id":"https://openalex.org/keywords/clique-problem","display_name":"clique problem","score":0.6439999938011169},{"id":"https://openalex.org/keywords/graph-model","display_name":"graph model","score":0.5789999961853027},{"id":"https://openalex.org/keywords/privacy-preserving-data-publishing","display_name":"privacy-preserving data publishing","score":0.5799999833106995}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.9020963907241821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7920346260070801},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.7319672107696533},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6801666021347046},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5886476039886475},{"id":"https://openalex.org/C2777035058","wikidata":"https://www.wikidata.org/wiki/Q1662634","display_name":"Clique","level":2,"score":0.5604140758514404},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48458850383758545},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.47166407108306885},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.46166566014289856},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45096874237060547},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4135303497314453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1647021770477295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1136513352394104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tdsc.2017.2734664","doi":"https://doi.org/10.1109/tdsc.2017.2734664","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2017.2734664","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-a","cwts-core","dongbi-a","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"},{"id":"pmh:oai:research.sabanciuniv.edu:40552","doi":null,"is_oa":false,"landing_page_url":"https://research.sabanciuniv.edu/id/eprint/40552/1/IEEETDSC-1.pdf","pdf_url":"https://research.sabanciuniv.edu/id/eprint/40552/1/IEEETDSC-1.pdf","source":{"id":"https://openalex.org/S4306402254","display_name":"Sabanci University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I134235054","host_organization_name":"Sabanc\u0131 \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I134235054"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"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":35,"referenced_works":["https://openalex.org/W192814132","https://openalex.org/W1446333884","https://openalex.org/W1516453703","https://openalex.org/W1557833142","https://openalex.org/W1567562836","https://openalex.org/W1601184778","https://openalex.org/W1873763122","https://openalex.org/W1993116423","https://openalex.org/W2012873258","https://openalex.org/W2013568176","https://openalex.org/W2027193703","https://openalex.org/W2037016941","https://openalex.org/W2054922243","https://openalex.org/W2070712658","https://openalex.org/W2072764742","https://openalex.org/W2078212354","https://openalex.org/W2090593019","https://openalex.org/W2097061283","https://openalex.org/W2097583584","https://openalex.org/W2099259603","https://openalex.org/W2101771965","https://openalex.org/W2106313770","https://openalex.org/W2108409407","https://openalex.org/W2113427031","https://openalex.org/W2119874464","https://openalex.org/W2123820077","https://openalex.org/W2160429376","https://openalex.org/W2170204206","https://openalex.org/W2217200224","https://openalex.org/W2361944894","https://openalex.org/W2401610261","https://openalex.org/W2468586881","https://openalex.org/W2571329707","https://openalex.org/W2582825155","https://openalex.org/W3009518942"],"related_works":["https://openalex.org/W7134020769","https://openalex.org/W2070712658","https://openalex.org/W7096025553","https://openalex.org/W2361944894","https://openalex.org/W4412105987","https://openalex.org/W2129104108","https://openalex.org/W2099259603","https://openalex.org/W7096074229","https://openalex.org/W2949345838","https://openalex.org/W2027193703"],"abstract_inverted_index":{"Differential":[0],"privacy":[1,15,19],"(DP)":[2],"has":[3],"gained":[4],"significant":[5],"attention":[6],"lately":[7],"as":[8],"the":[9,12,28,56,73,148,166],"state":[10],"of":[11,30,37,58,75,115,165],"art":[13],"in":[14,41,51,100,168],"protection.":[16],"It":[17],"achieves":[18],"by":[20,154],"adding":[21],"noise":[22,49],"to":[23,67,108,122,173,196],"query":[24,60,78,142,183],"answers.":[25],"We":[26,103,129,162],"study":[27],"problem":[29],"privately":[31],"and":[32,62],"accurately":[33],"answering":[34],"a":[35,59,76,106,113,135,141,186,193],"set":[36,79,114,143],"statistical":[38],"range":[39],"queries":[40],"batch":[42],"mode":[43],"(i.e.,":[44],"under":[45],"non-interactive":[46],"DP).":[47],"The":[48],"magnitude":[50],"DP":[52],"depends":[53],"directly":[54],"on":[55,93,140,160],"sensitivity":[57,64,74,94,111],"set,":[61],"calculating":[63],"was":[65],"proven":[66],"be":[68,152],"NP-hard.":[69],"Therefore,":[70],"efficiently":[71],"bounding":[72],"given":[77],"is":[80,120],"still":[81],"an":[82],"open":[83],"research":[84],"problem.":[85],"In":[86],"this":[87],"work,":[88],"we":[89],"propose":[90,105],"upper":[91],"bounds":[92,125,150,176],"that":[95,133,146,181],"are":[96],"tighter":[97],"than":[98],"those":[99],"previous":[101],"work.":[102],"also":[104],"formulation":[107],"exactly":[109],"calculate":[110],"for":[112,182],"COUNT":[116],"queries.":[117],"However,":[118],"it":[119,190],"impractical":[121],"implement":[123],"these":[124,170],"without":[126],"sophisticated":[127],"methods.":[128],"therefore":[130],"introduce":[131],"methods":[132],"build":[134],"graph":[136],"model":[137],"G":[138],"based":[139],"Q,":[144],"such":[145],"implementing":[147],"aforementioned":[149],"can":[151],"achieved":[153],"solving":[155,169],"two":[156],"well-known":[157],"clique":[158,171],"problems":[159,172],"G.":[161],"make":[163],"use":[164],"literature":[167],"realize":[174],"our":[175],"efficiently.":[177],"Experimental":[178],"results":[179],"show":[180],"sets":[184],"with":[185],"few":[187,194],"hundred":[188],"queries,":[189],"takes":[191],"only":[192],"seconds":[195],"obtain":[197],"results.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-08-08T00:00:00"}