{"id":"https://openalex.org/W2999127871","doi":"https://doi.org/10.1109/ipccc47392.2019.8958751","title":"Adaptive Differentially Private Data Stream Publishing in Spatio-temporal Monitoring of IoT","display_name":"Adaptive Differentially Private Data Stream Publishing in Spatio-temporal Monitoring of IoT","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2999127871","doi":"https://doi.org/10.1109/ipccc47392.2019.8958751","mag":"2999127871"},"language":"en","primary_location":{"id":"doi:10.1109/ipccc47392.2019.8958751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc47392.2019.8958751","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 38th International Performance Computing and Communications Conference (IPCCC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100348960","display_name":"Teng Wang","orcid":"https://orcid.org/0000-0003-3067-4674"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Teng Wang","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,School of Computer Science and Technology,China","School of Computer Science and Technology, Xi'an Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,School of Computer Science and Technology,China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056067943","display_name":"Xinyu Yang","orcid":"https://orcid.org/0000-0001-5117-4914"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Yang","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,School of Computer Science and Technology,China","School of Computer Science and Technology, Xi'an Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,School of Computer Science and Technology,China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083582213","display_name":"Xuebin Ren","orcid":"https://orcid.org/0000-0002-6498-0250"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuebin Ren","raw_affiliation_strings":["Xi&#x2019;an Jiaotong University,School of Computer Science and Technology,China","School of Computer Science and Technology, Xi'an Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi&#x2019;an Jiaotong University,School of Computer Science and Technology,China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071321132","display_name":"Jun Zhao","orcid":"https://orcid.org/0000-0002-3004-7091"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jun Zhao","raw_affiliation_strings":["Nanyang Technological University,School of Computer Science and Engineering,Singapore","School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Computer Science and Engineering,Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101720092","display_name":"Kwok\u2010Yan Lam","orcid":"https://orcid.org/0000-0001-7479-7970"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kwok-Yan Lam","raw_affiliation_strings":["Nanyang Technological University,School of Computer Science and Engineering,Singapore","School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Computer Science and Engineering,Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8532695174217224},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.7956818342208862},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.712418794631958},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.7043694853782654},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5428867340087891},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5170072317123413},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4707240164279938},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4505149722099304},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.43520259857177734},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3530340790748596},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13888314366340637},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09515821933746338}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8532695174217224},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.7956818342208862},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.712418794631958},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.7043694853782654},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5428867340087891},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5170072317123413},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4707240164279938},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4505149722099304},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.43520259857177734},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3530340790748596},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13888314366340637},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09515821933746338},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipccc47392.2019.8958751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipccc47392.2019.8958751","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 38th International Performance Computing and Communications Conference (IPCCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W889496518","https://openalex.org/W1601184778","https://openalex.org/W1873763122","https://openalex.org/W1994500462","https://openalex.org/W2009611335","https://openalex.org/W2012873258","https://openalex.org/W2027595342","https://openalex.org/W2052747341","https://openalex.org/W2068695222","https://openalex.org/W2076043571","https://openalex.org/W2467748160","https://openalex.org/W2478516474","https://openalex.org/W2517028219","https://openalex.org/W2518265242","https://openalex.org/W2596636257","https://openalex.org/W2625133029","https://openalex.org/W2744151661","https://openalex.org/W2766202013","https://openalex.org/W2799199026","https://openalex.org/W2911994626","https://openalex.org/W2931855032","https://openalex.org/W2951852279","https://openalex.org/W3101806178","https://openalex.org/W3104145140","https://openalex.org/W4205228770"],"related_works":["https://openalex.org/W1535642189","https://openalex.org/W2604457090","https://openalex.org/W1558947798","https://openalex.org/W205702776","https://openalex.org/W33788258","https://openalex.org/W68330279","https://openalex.org/W2025067766","https://openalex.org/W1522565396","https://openalex.org/W2912046150","https://openalex.org/W15949162"],"abstract_inverted_index":{"Spatio-temporal":[0],"monitoring":[1,47],"of":[2,5,14,24,55,60,68,83,104,110,160,199],"the":[3,10,21,57,66,80,105,146,153,157,161,196,200],"Internet":[4],"Things":[6],"(IoT)":[7],"has":[8],"enabled":[9],"development":[11],"and":[12,37,48,151,173,186],"proliferation":[13],"third-party":[15],"computing":[16],"services":[17],"by":[18],"extensively":[19],"exploiting":[20],"massive":[22],"amount":[23],"sensing":[25],"data.":[26],"In":[27,51,120],"particular,":[28],"continuously":[29],"generated":[30],"data":[31,84,118,142,197],"stream":[32,132,162],"are":[33,99,114,176],"monitored":[34],"in":[35,163,189],"real-time":[36,133],"exploited":[38],"to":[39,78,91,101,108,116,181],"facilitate":[40],"people's":[41],"daily":[42],"lives,":[43],"such":[44],"as":[45],"traffic":[46],"epidemic":[49],"prevention.":[50],"its":[52],"simplest":[53],"way":[54],"deployment,":[56],"direct":[58],"publishing":[59,82,134],"various":[61],"streams":[62,106],"could":[63,149],"seriously":[64],"compromise":[65],"privacy":[67,138,223],"participating":[69],"users.":[70],"Hence,":[71],"a":[72,126,164,190],"more":[73],"sophisticated":[74],"scheme":[75],"is":[76],"needed":[77],"regulate":[79],"privately":[81],"streams,":[85],"which":[86,175],"may":[87],"possibly":[88],"require":[89],"control":[90],"be":[92],"applied":[93],"dynamically.":[94],"However,":[95],"most":[96],"existing":[97],"solutions":[98,215],"non-adaptive":[100],"dynamic":[102],"changes":[103],"due":[107],"constraints":[109],"predefined":[111],"parameters,":[112,147],"thus":[113,193],"vulnerable":[115],"low":[117],"utility.":[119,143],"this":[121],"paper,":[122],"we":[123,168],"present":[124],"AdaPub,":[125],"data-adaptive":[127,165,191],"framework":[128],"for":[129],"infinite":[130],"multidimensional":[131],"with":[135,216],"\u03c9-event":[136],"differential":[137],"while":[139,220],"ensuring":[140],"high":[141],"Without":[144],"predefining":[145],"AdaPub":[148,180],"learn":[150,183],"update":[152],"parameters":[154],"that":[155,209],"reflect":[156],"spatio-temporal":[158],"correlations":[159,185,188],"manner.":[166],"Specifically,":[167],"propose":[169],"two":[170],"modules":[171],"DimParti":[172],"AdaCluster":[174],"seamlessly":[177],"incorporated":[178],"into":[179],"simultaneously":[182],"dimension":[184],"time":[187],"way,":[192],"greatly":[194],"improving":[195],"utility":[198],"sanitized":[201],"streams.":[202],"Extensive":[203],"experiments":[204],"on":[205],"real-world":[206],"datasets":[207],"demonstrate":[208],"our":[210],"solution":[211],"substantially":[212],"outperforms":[213],"state-of-the-art":[214],"much":[217],"lower":[218],"errors":[219],"achieving":[221],"strong":[222],"guarantees.":[224]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
