{"id":"https://openalex.org/W3010909111","doi":"https://doi.org/10.1145/3374664.3375743","title":"A Hypothesis Testing Approach to Sharing Logs with Confidence","display_name":"A Hypothesis Testing Approach to Sharing Logs with Confidence","publication_year":2020,"publication_date":"2020-03-13","ids":{"openalex":"https://openalex.org/W3010909111","doi":"https://doi.org/10.1145/3374664.3375743","mag":"3010909111"},"language":"en","primary_location":{"id":"doi:10.1145/3374664.3375743","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3374664.3375743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM Conference on Data and Application Security and Privacy","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/A5034045140","display_name":"Yunhui Long","orcid":"https://orcid.org/0009-0007-2603-5550"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yunhui Long","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083415552","display_name":"Le Xu","orcid":"https://orcid.org/0000-0001-5114-1119"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Le Xu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031954035","display_name":"Carl A. Gunter","orcid":"https://orcid.org/0009-0006-6943-0684"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carl A. Gunter","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034045140"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.02401805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"307","last_page":"318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9980999827384949,"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":0.9980999827384949,"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/T10734","display_name":"Information and Cyber Security","score":0.9976000189781189,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.799697995185852},{"id":"https://openalex.org/keywords/obfuscation","display_name":"Obfuscation","score":0.6555640697479248},{"id":"https://openalex.org/keywords/information-leakage","display_name":"Information leakage","score":0.6219546794891357},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.48775893449783325},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.4680594801902771},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4592859745025635},{"id":"https://openalex.org/keywords/reverse-engineering","display_name":"Reverse engineering","score":0.4534596800804138},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3300427794456482}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799697995185852},{"id":"https://openalex.org/C40305131","wikidata":"https://www.wikidata.org/wiki/Q2616305","display_name":"Obfuscation","level":2,"score":0.6555640697479248},{"id":"https://openalex.org/C2779201187","wikidata":"https://www.wikidata.org/wiki/Q2775060","display_name":"Information leakage","level":2,"score":0.6219546794891357},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.48775893449783325},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.4680594801902771},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4592859745025635},{"id":"https://openalex.org/C207850805","wikidata":"https://www.wikidata.org/wiki/Q269608","display_name":"Reverse engineering","level":2,"score":0.4534596800804138},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3300427794456482},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3374664.3375743","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3374664.3375743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM Conference on Data and Application Security and Privacy","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G148792083","display_name":null,"funder_award_id":"13-30491, 14-08944","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W8287904","https://openalex.org/W95608104","https://openalex.org/W117893563","https://openalex.org/W163447193","https://openalex.org/W1493989113","https://openalex.org/W1517403092","https://openalex.org/W1533179050","https://openalex.org/W1554520266","https://openalex.org/W1559103440","https://openalex.org/W1574220596","https://openalex.org/W1746258828","https://openalex.org/W1972619529","https://openalex.org/W1985555704","https://openalex.org/W1988287322","https://openalex.org/W2014530124","https://openalex.org/W2019735187","https://openalex.org/W2054904172","https://openalex.org/W2058181105","https://openalex.org/W2069219260","https://openalex.org/W2069353545","https://openalex.org/W2074466695","https://openalex.org/W2078021840","https://openalex.org/W2090163739","https://openalex.org/W2098721736","https://openalex.org/W2102101901","https://openalex.org/W2109426455","https://openalex.org/W2119047901","https://openalex.org/W2124331852","https://openalex.org/W2125833403","https://openalex.org/W2196732887","https://openalex.org/W2212660284","https://openalex.org/W2299460298","https://openalex.org/W2309679942","https://openalex.org/W2520189725","https://openalex.org/W2522718524","https://openalex.org/W2566155132","https://openalex.org/W2583874385","https://openalex.org/W2604856537","https://openalex.org/W2761251889","https://openalex.org/W2762028850","https://openalex.org/W2763172007","https://openalex.org/W2795256704","https://openalex.org/W2883613460","https://openalex.org/W2886153332","https://openalex.org/W2889249959","https://openalex.org/W2897830718","https://openalex.org/W2899117404","https://openalex.org/W2963311060","https://openalex.org/W3007346474","https://openalex.org/W3100637409","https://openalex.org/W3101704102","https://openalex.org/W4231645469","https://openalex.org/W4233278386","https://openalex.org/W4243494487","https://openalex.org/W4244323328","https://openalex.org/W4246482480","https://openalex.org/W4292002318","https://openalex.org/W4299301436","https://openalex.org/W6600354236","https://openalex.org/W6604787915","https://openalex.org/W6606654748","https://openalex.org/W6631984995","https://openalex.org/W6633248914","https://openalex.org/W6688325169","https://openalex.org/W6753443810","https://openalex.org/W6755763855"],"related_works":["https://openalex.org/W2913519194","https://openalex.org/W2007287520","https://openalex.org/W2132360941","https://openalex.org/W4362634109","https://openalex.org/W2055981842","https://openalex.org/W4388820743","https://openalex.org/W2793135307","https://openalex.org/W3134235726","https://openalex.org/W2906395579","https://openalex.org/W128871440"],"abstract_inverted_index":{"Logs":[0],"generated":[1],"by":[2],"systems":[3,218],"and":[4,21,44,69,90,156,158,189,211,219,235,258],"applications":[5],"contain":[6],"a":[7,26,98,115,139,164,176,190,209,254],"wide":[8],"variety":[9,191],"of":[10,83,101,104,144,168,178,184,192,199,229,249],"heterogeneous":[11],"information":[12,59,85,107,126,145],"that":[13,60,117,137,240],"is":[14,25,61,118,243],"important":[15],"for":[16,29],"performance":[17,75],"profiling,":[18],"failure":[19],"detection,":[20],"security":[22,45],"analysis.":[23],"There":[24],"strong":[27],"need":[28],"sharing":[30,48],"the":[31,38,81,87,91,102,122,128,151,161,170,185,197,205,247,250],"logs":[32,49,123,162],"among":[33],"different":[34,217,227],"parties":[35],"to":[36,41,80,141,149,159,181,195,216],"outsource":[37],"analysis":[39],"or":[40,54],"improve":[42],"system":[43],"research.":[46],"However,":[47],"may":[50],"inadvertently":[51],"leak":[52,124],"confidential":[53],"proprietary":[55],"information.":[56,201],"Besides":[57],"sensitive":[58,84,106,130,171,200,251],"directly":[62],"saved":[63],"in":[64,147,245,263],"logs,":[65,148],"such":[66],"as":[67,208],"user-identifiers":[68],"software":[70],"versions,":[71],"indirect":[72],"evidence":[73],"like":[74],"metrics":[76],"can":[77,212],"also":[78],"lead":[79],"leakage":[82,146,198,248],"about":[86,127],"physical":[88],"machines":[89],"system.":[92],"In":[93],"this":[94],"work,":[95],"we":[96],"introduce":[97],"game-based":[99],"definition":[100],"risk":[103,143,167],"exposing":[105,169],"through":[108],"released":[109],"logs.":[110,264],"We":[111,132,221,238],"propose":[112],"log":[113,154,186,230,234],"indistinguishability,":[114],"property":[116,188],"met":[119],"only":[120],"when":[121],"little":[125],"protected":[129],"attributes.":[131],"design":[133],"an":[134,259],"end-to-end":[135],"framework":[136,174,203,242],"allows":[138],"user":[140],"identify":[142,182],"protect":[150],"exposure":[152],"with":[153,163,253],"redaction":[155],"obfuscation,":[157],"release":[160],"much":[165],"lower":[166],"attribute.":[172],"Our":[173],"contains":[175],"set":[177],"statistical":[179],"tests":[180],"violations":[183],"indistinguishability":[187],"obfuscation":[193],"methods":[194],"prevent":[196],"The":[202],"views":[204],"log-generating":[206],"process":[207],"black-box":[210],"therefore":[213],"be":[214],"applied":[215],"processes.":[220],"perform":[222],"case":[223],"studies":[224],"on":[225],"two":[226],"types":[228],"datasets:":[231],"Spark":[232],"event":[233],"hardware":[236],"counters.":[237],"show":[239],"our":[241],"effective":[244],"preventing":[246],"attribute":[252],"reasonable":[255],"testing":[256],"time":[257],"acceptable":[260],"utility":[261],"loss":[262]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}