{"id":"https://openalex.org/W4310902951","doi":"https://doi.org/10.1109/itw54588.2022.9965910","title":"Asymmetric Local Information Privacy and the Watchdog Mechanism","display_name":"Asymmetric Local Information Privacy and the Watchdog Mechanism","publication_year":2022,"publication_date":"2022-11-01","ids":{"openalex":"https://openalex.org/W4310902951","doi":"https://doi.org/10.1109/itw54588.2022.9965910"},"language":"en","primary_location":{"id":"doi:10.1109/itw54588.2022.9965910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw54588.2022.9965910","pdf_url":null,"source":{"id":"https://openalex.org/S4363606450","display_name":"2022 IEEE Information Theory Workshop (ITW)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Information Theory Workshop (ITW)","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/A5061479205","display_name":"Mohammad Amin Zarrabian","orcid":"https://orcid.org/0000-0002-4918-2744"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Mohammad Amin Zarrabian","raw_affiliation_strings":["Australian National University,College of Engineering and Computer Science,Canberra,Australia","College of Engineering and Computer Science, Australian National University, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"Australian National University,College of Engineering and Computer Science,Canberra,Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"College of Engineering and Computer Science, Australian National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011808178","display_name":"Ni Ding","orcid":"https://orcid.org/0000-0003-1705-7380"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ni Ding","raw_affiliation_strings":["University of Melbourne,School of Computing and Information Systems,Melbourne,Australia","School of Computing and Information Systems, University of Melbourne, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"University of Melbourne,School of Computing and Information Systems,Melbourne,Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"School of Computing and Information Systems, University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068612701","display_name":"Parastoo Sadeghi","orcid":"https://orcid.org/0000-0002-9965-9483"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Parastoo Sadeghi","raw_affiliation_strings":["University of New South Wales,School of Engineering and Information Technology,Canberra,Australia","School of Engineering and Information Technology, University of New South Wales, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales,School of Engineering and Information Technology,Canberra,Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales, Canberra, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061479205"],"corresponding_institution_ids":["https://openalex.org/I118347636"],"apc_list":null,"apc_paid":null,"fwci":0.6236,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.68078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987999796867371,"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":0.9984999895095825,"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/lift","display_name":"Lift (data mining)","score":0.8452218174934387},{"id":"https://openalex.org/keywords/information-leakage","display_name":"Information leakage","score":0.7142330408096313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6333006620407104},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.6074307560920715},{"id":"https://openalex.org/keywords/data-publishing","display_name":"Data publishing","score":0.4902403950691223},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.399519681930542},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24161988496780396},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.15854281187057495},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.08735388517379761}],"concepts":[{"id":"https://openalex.org/C139002025","wikidata":"https://www.wikidata.org/wiki/Q3001212","display_name":"Lift (data mining)","level":2,"score":0.8452218174934387},{"id":"https://openalex.org/C2779201187","wikidata":"https://www.wikidata.org/wiki/Q2775060","display_name":"Information leakage","level":2,"score":0.7142330408096313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6333006620407104},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.6074307560920715},{"id":"https://openalex.org/C2781396290","wikidata":"https://www.wikidata.org/wiki/Q17051824","display_name":"Data publishing","level":3,"score":0.4902403950691223},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.399519681930542},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24161988496780396},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.15854281187057495},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.08735388517379761},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itw54588.2022.9965910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw54588.2022.9965910","pdf_url":null,"source":{"id":"https://openalex.org/S4363606450","display_name":"2022 IEEE Information Theory Workshop (ITW)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Information Theory Workshop (ITW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1899372466","https://openalex.org/W2053801139","https://openalex.org/W2245160765","https://openalex.org/W2343097824","https://openalex.org/W2805329953","https://openalex.org/W2922457090","https://openalex.org/W2962466943","https://openalex.org/W2963412800","https://openalex.org/W2963535017","https://openalex.org/W2963833392","https://openalex.org/W2975302291","https://openalex.org/W2980978419","https://openalex.org/W3005534781","https://openalex.org/W3107761660","https://openalex.org/W3120740533","https://openalex.org/W3133771317","https://openalex.org/W3169870919","https://openalex.org/W3172505138","https://openalex.org/W3174841542","https://openalex.org/W3197495439","https://openalex.org/W3206102390","https://openalex.org/W6651608069","https://openalex.org/W6747635224","https://openalex.org/W6769452709","https://openalex.org/W6772966003","https://openalex.org/W6784634498"],"related_works":["https://openalex.org/W2961912854","https://openalex.org/W3094463742","https://openalex.org/W2915559073","https://openalex.org/W3169192711","https://openalex.org/W2884294946","https://openalex.org/W3209392453","https://openalex.org/W2951798800","https://openalex.org/W2765216123","https://openalex.org/W4311074414","https://openalex.org/W4387193529"],"abstract_inverted_index":{"This":[0,128],"paper":[1],"proposes":[2],"a":[3,146],"novel":[4],"watchdog":[5,135],"privatization":[6],"scheme":[7],"by":[8],"generalizing":[9],"local":[10,151],"information":[11],"privacy":[12,63,136,148,168],"(LIP)":[13],"to":[14,40,110,133],"enhance":[15],"data":[16,28],"utility.":[17],"To":[18],"protect":[19],"the":[20,32,34,37,41,62,74,80,93,100,107,112,134,141,155,158],"sensitive":[21,59],"features":[22,60],"S":[23,44],"correlated":[24],"with":[25],"some":[26],"useful":[27],"X,":[29],"LIP":[30,108],"restricts":[31,166],"lift,":[33,119],"ratio":[35],"of":[36,65,115],"posterior":[38],"belief":[39],"prior":[42],"on":[43,150],"after":[45],"and":[46,55,69,86,117,126,175],"before":[47],"accessing":[48],"X.":[49],"For":[50],"each":[51],"x,":[52],"both":[53,84],"maximum":[54],"minimum":[56],"lift":[57],"over":[58],"quantify":[61],"risk":[64],"publishing":[66],"this":[67,103],"symbol":[68],"should":[70],"be":[71],"restricted":[72],"for":[73,83,124],"privacy-preserving":[75],"purpose.":[76],"Previous":[77],"works":[78],"enforce":[79],"same":[81,156],"bound":[82],"max-lift":[85,125,160],"min-lift.":[87,127],"However,":[88],"empirical":[89],"observations":[90],"show":[91],"that":[92,140],"min-lift":[94],"is":[95,131,143,161],"usually":[96],"much":[97],"smaller":[98],"than":[99],"max-lift.":[101],"In":[102],"work,":[104],"we":[105],"generalize":[106],"definition":[109,130],"consider":[111],"unequal":[113],"values":[114],"max":[116],"min":[118],"i.e.,":[120],"considering":[121],"different":[122],"bounds":[123],"new":[129],"applied":[132],"mechanism.":[137],"We":[138],"demonstrate":[139],"utility":[142],"enhanced":[144],"under":[145],"given":[147],"constraint":[149],"differential":[152],"privacy.":[153],"At":[154],"time,":[157],"resulting":[159],"lower":[162],"and,":[163],"therefore,":[164],"tightly":[165],"other":[167],"leakages,":[169],"e.g.,":[170],"mutual":[171],"information,":[172],"maximal":[173],"leakage,":[174],"\u03b1-leakage.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-02-21T06:11:54.161237","created_date":"2025-10-10T00:00:00"}
