{"id":"https://openalex.org/W4402352100","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650346","title":"A High-Dimensional Temporal Data Publishing Method Based on Dynamic Bayesian Networks and Differential Privacy","display_name":"A High-Dimensional Temporal Data Publishing Method Based on Dynamic Bayesian Networks and Differential Privacy","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4402352100","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650346"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn60899.2024.10650346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn60899.2024.10650346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","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/A5100404362","display_name":"Yaxin Wang","orcid":"https://orcid.org/0009-0003-2540-6437"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaxin Wang","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Laboratory of Computing Power Network and Information Security, Ministry of Education Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Laboratory of Computing Power Network and Information Security, Ministry of Education Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115595967","display_name":"Zhen Zhang","orcid":"https://orcid.org/0000-0002-0647-4253"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Zhang","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Laboratory of Computing Power Network and Information Security, Ministry of Education Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Laboratory of Computing Power Network and Information Security, Ministry of Education Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063606613","display_name":"Heng Qian","orcid":"https://orcid.org/0000-0002-7771-9254"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Qian","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Laboratory of Computing Power Network and Information Security, Ministry of Education Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Laboratory of Computing Power Network and Information Security, Ministry of Education Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041251474","display_name":"Yongchao Gao","orcid":"https://orcid.org/0000-0002-4732-4112"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongchao Gao","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Laboratory of Computing Power Network and Information Security, Ministry of Education Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Laboratory of Computing Power Network and Information Security, Ministry of Education Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101663512","display_name":"Qiuyue Wang","orcid":"https://orcid.org/0000-0001-9065-1437"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuyue Wang","raw_affiliation_strings":["Qilu University of Technology (Shandong Academy of Sciences),Laboratory of Computing Power Network and Information Security, Ministry of Education Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China"],"affiliations":[{"raw_affiliation_string":"Qilu University of Technology (Shandong Academy of Sciences),Laboratory of Computing Power Network and Information Security, Ministry of Education Shandong Computer Science Center (National Supercomputer Center in Jinan),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100404362"],"corresponding_institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"],"apc_list":null,"apc_paid":null,"fwci":1.0987,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81526763,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"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":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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9779999852180481,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.8940269947052002},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7646661996841431},{"id":"https://openalex.org/keywords/dynamic-bayesian-network","display_name":"Dynamic Bayesian network","score":0.6862981915473938},{"id":"https://openalex.org/keywords/data-publishing","display_name":"Data publishing","score":0.6205347180366516},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5282974243164062},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5003032684326172},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.4789774417877197},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35788458585739136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2473306953907013},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.06805801391601562}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8940269947052002},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7646661996841431},{"id":"https://openalex.org/C82142266","wikidata":"https://www.wikidata.org/wiki/Q3456604","display_name":"Dynamic Bayesian network","level":3,"score":0.6862981915473938},{"id":"https://openalex.org/C2781396290","wikidata":"https://www.wikidata.org/wiki/Q17051824","display_name":"Data publishing","level":3,"score":0.6205347180366516},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5282974243164062},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5003032684326172},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.4789774417877197},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35788458585739136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2473306953907013},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06805801391601562},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn60899.2024.10650346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn60899.2024.10650346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324887","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W72671121","https://openalex.org/W2030622280","https://openalex.org/W2119625792","https://openalex.org/W2123680457","https://openalex.org/W2742699808","https://openalex.org/W2769903624","https://openalex.org/W2915559073","https://openalex.org/W2923461557","https://openalex.org/W2929920051","https://openalex.org/W2944088346","https://openalex.org/W2963313259","https://openalex.org/W2965495678","https://openalex.org/W2981195730","https://openalex.org/W3108488342","https://openalex.org/W3196837732","https://openalex.org/W4234726042","https://openalex.org/W4285182450","https://openalex.org/W4293094410","https://openalex.org/W4293218337","https://openalex.org/W4385627109"],"related_works":["https://openalex.org/W2915559073","https://openalex.org/W3094463742","https://openalex.org/W3128072696","https://openalex.org/W2884294946","https://openalex.org/W2951798800","https://openalex.org/W3209392453","https://openalex.org/W4241535341","https://openalex.org/W4311074414","https://openalex.org/W4234819362","https://openalex.org/W1484288940"],"abstract_inverted_index":{"Massive":[0],"high-dimensional":[1,27],"data":[2,13,29,81,104,133],"generated":[3],"by":[4],"the":[5,55,63,85,92,103,108],"Internet":[6],"typically":[7],"contains":[8],"sensitive":[9],"privacy":[10,14,72,88,97,126,138],"information.":[11],"Protecting":[12],"while":[15,120],"maintaining":[16],"utility":[17],"has":[18],"become":[19],"a":[20,25,40,71],"pressing":[21],"challenge.":[22],"We":[23],"propose":[24],"novel":[26],"temporal":[28],"publishing":[30],"method":[31,130],"leveraging":[32],"dynamic":[33,41],"Bayesian":[34,42],"networks":[35],"and":[36,69,87],"differential":[37,137],"privacy.":[38],"Initially,":[39],"network":[43,64],"is":[44,75],"constructed,":[45],"utilizing":[46],"mutual":[47],"information":[48],"filtering":[49],"of":[50,107,117,125],"data.":[51],"Subsequently,":[52],"we":[53],"calculate":[54],"Coherent":[56],"Neighborhood":[57],"Propinquity":[58],"for":[59],"each":[60],"node":[61],"within":[62],"to":[65,79],"determine":[66],"edge":[67],"sensitivity":[68,86],"establish":[70],"budget.":[73],"Noise":[74],"then":[76],"strategically":[77],"added":[78],"attribute":[80],"in":[82],"accordance":[83],"with":[84,95],"budget":[89],"requirements,":[90],"ensuring":[91],"dataset":[93,110],"complies":[94],"\u03b5-differential":[96],"standards.":[98],"Experimental":[99],"results":[100],"demonstrate":[101],"that":[102,116],"availability":[105,134],"performance":[106],"SMAP":[109],"(Soil":[111],"Moisture":[112],"Active":[113],"Passive)":[114],"surpasses":[115],"competing":[118],"algorithms":[119],"providing":[121],"an":[122],"equivalent":[123],"level":[124],"protection.":[127,139],"Hence,":[128],"our":[129],"significantly":[131],"enhances":[132],"without":[135],"compromising":[136]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}
