{"id":"https://openalex.org/W2145912373","doi":"https://doi.org/10.1145/2663715.2669609","title":"Probabilistic Prediction of Privacy Risks in User Search Histories","display_name":"Probabilistic Prediction of Privacy Risks in User Search Histories","publication_year":2014,"publication_date":"2014-11-03","ids":{"openalex":"https://openalex.org/W2145912373","doi":"https://doi.org/10.1145/2663715.2669609","mag":"2145912373"},"language":"en","primary_location":{"id":"doi:10.1145/2663715.2669609","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2663715.2669609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Workshop on Privacy and Secuirty of 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/A5008318946","display_name":"Joanna Biega","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Joanna Biega","raw_affiliation_strings":["Max Planck Institute for Informatics, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004545243","display_name":"Ida Mele","orcid":"https://orcid.org/0000-0002-3730-6383"},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ida Mele","raw_affiliation_strings":["Max Planck Institute for Informatics, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088135366","display_name":"Gerhard Weikum","orcid":"https://orcid.org/0000-0003-4959-6098"},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerhard Weikum","raw_affiliation_strings":["Max Planck Institute for Informatics, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008318946"],"corresponding_institution_ids":["https://openalex.org/I4210109712"],"apc_list":null,"apc_paid":null,"fwci":3.3828,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.93320203,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"36"},"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/T11719","display_name":"Data Quality and Management","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.8349168300628662},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7897418141365051},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.7174640893936157},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5931196212768555},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5615344047546387},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.5410541296005249},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5354661345481873},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.47354215383529663},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4440910220146179},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.438811719417572},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.43275249004364014},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.42788994312286377},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38311803340911865},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3724963068962097},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3576306104660034},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2906581163406372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17221423983573914}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.8349168300628662},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7897418141365051},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.7174640893936157},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5931196212768555},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5615344047546387},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.5410541296005249},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5354661345481873},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.47354215383529663},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4440910220146179},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.438811719417572},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.43275249004364014},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.42788994312286377},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38311803340911865},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3724963068962097},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3576306104660034},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2906581163406372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17221423983573914},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2663715.2669609","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2663715.2669609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Workshop on Privacy and Secuirty of Big Data","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.715.2572","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.715.2572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.mpi-inf.mpg.de/%7Ejbiega/papers/privacypred_psbd2014.pdf","raw_type":"text"},{"id":"pmh:oai:escidoc.org:escidoc:2078585","is_oa":false,"landing_page_url":"http://hdl.handle.net/11858/00-001M-0000-0024-5486-B","pdf_url":null,"source":{"id":"https://openalex.org/S7407052962","display_name":"Max Planck Digital Library","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4000000059604645,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W93415635","https://openalex.org/W1586468107","https://openalex.org/W1798054139","https://openalex.org/W1997945384","https://openalex.org/W2019735187","https://openalex.org/W2029128277","https://openalex.org/W2029917036","https://openalex.org/W2051976102","https://openalex.org/W2054922243","https://openalex.org/W2057552436","https://openalex.org/W2064522604","https://openalex.org/W2075783041","https://openalex.org/W2077414053","https://openalex.org/W2081769211","https://openalex.org/W2088483327","https://openalex.org/W2096870293","https://openalex.org/W2109426455","https://openalex.org/W2113839561","https://openalex.org/W2116950384","https://openalex.org/W2131871440","https://openalex.org/W2134167315","https://openalex.org/W2134506494","https://openalex.org/W2135930857","https://openalex.org/W2136114025","https://openalex.org/W2159024459","https://openalex.org/W2159675343","https://openalex.org/W2161195135","https://openalex.org/W2170258874","https://openalex.org/W2170540710","https://openalex.org/W2186699769","https://openalex.org/W2264579896","https://openalex.org/W2911382553","https://openalex.org/W4300039864"],"related_works":["https://openalex.org/W2101582069","https://openalex.org/W2116878667","https://openalex.org/W2219269088","https://openalex.org/W2127814706","https://openalex.org/W2584827882","https://openalex.org/W2118333568","https://openalex.org/W2042907335","https://openalex.org/W2994243660","https://openalex.org/W2528109871","https://openalex.org/W1598195095"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,24,66,71,116],"new":[4],"model":[5,119],"of":[6,15,27,91,103,126],"user-centric,":[7],"global,":[8],"probabilistic":[9,58,117],"privacy,":[10],"geared":[11],"for":[12,65,88],"today's":[13],"challenges":[14],"helping":[16],"users":[17],"to":[18,52,122],"manage":[19],"their":[20],"privacy-sensitive":[21],"information":[22],"across":[23],"wide":[25],"variety":[26],"social":[28],"networks,":[29],"online":[30],"communities,":[31],"QA":[32],"forums,":[33],"and":[34,47,77,108],"search":[35,93],"histories.":[36,94],"Our":[37],"approach":[38],"anticipates":[39],"an":[40],"adversary":[41],"that":[42,56,68,99],"harnesses":[43],"global":[44,104],"background":[45],"knowledge":[46],"rich":[48],"statistics":[49],"in":[50,120],"order":[51,121],"make":[53],"educated":[54],"guesses,":[55],"is,":[57],"inferences":[59],"at":[60],"sensitive":[61,107],"data.":[62],"We":[63,95],"aim":[64],"tool":[67],"simulates":[69],"such":[70],"powerful":[72],"adversary,":[73],"predicts":[74],"privacy":[75,127],"risks,":[76],"guides":[78],"the":[79,89],"user.":[80],"In":[81],"this":[82],"paper,":[83],"our":[84],"framework":[85],"is":[86],"specialized":[87],"case":[90],"Internet":[92],"present":[96],"preliminary":[97],"experiments":[98],"demonstrate":[100],"how":[101],"estimators":[102],"correlations":[105],"among":[106],"non-sensitive":[109],"key-value":[110],"items":[111],"can":[112],"be":[113],"fed":[114],"into":[115],"graphical":[118],"compute":[123],"meaningful":[124],"measures":[125],"risk.":[128]},"counts_by_year":[{"year":2024,"cited_by_count":21},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
