{"id":"https://openalex.org/W4405179683","doi":"https://doi.org/10.1109/tmc.2024.3514153","title":"Differentially Private Weighted Graphs Publication Under Continuous Monitoring","display_name":"Differentially Private Weighted Graphs Publication Under Continuous Monitoring","publication_year":2024,"publication_date":"2024-12-09","ids":{"openalex":"https://openalex.org/W4405179683","doi":"https://doi.org/10.1109/tmc.2024.3514153"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3514153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3514153","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-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/A5100908223","display_name":"Wen Xu","orcid":"https://orcid.org/0009-0009-2701-0798"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Xu","raw_affiliation_strings":["College of Information Science and Technology, Jinan University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0009-2701-0798","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081827896","display_name":"Zhetao Li","orcid":"https://orcid.org/0000-0002-7804-0286"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhetao Li","raw_affiliation_strings":["College of Information Science and Technology, Jinan University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7804-0286","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100674213","display_name":"Haolin Liu","orcid":"https://orcid.org/0000-0003-3192-6378"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haolin Liu","raw_affiliation_strings":["School of Computer Science, Xiangtan University, Xiangtan, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0003-3192-6378","affiliations":[{"raw_affiliation_string":"School of Computer Science, Xiangtan University, Xiangtan, Hunan, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006238145","display_name":"Yunjun Gao","orcid":"https://orcid.org/0000-0003-3816-8450"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunjun Gao","raw_affiliation_strings":["College of Computer Science, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3816-8450","affiliations":[{"raw_affiliation_string":"College of Computer Science, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022398389","display_name":"Xiaofei Liao","orcid":"https://orcid.org/0000-0001-6302-813X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Liao","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, and the Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-6302-813X","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, and the Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078793726","display_name":"Kenli Li","orcid":"https://orcid.org/0000-0002-2635-7716"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kenli Li","raw_affiliation_strings":["School of Information Science and Engineering, Hunan University, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-2635-7716","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Hunan University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8335,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78672043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"24","issue":"5","first_page":"3735","last_page":"3749"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9957000017166138,"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":0.9957000017166138,"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":0.994700014591217,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9312000274658203,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7421947717666626},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3235531449317932}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7421947717666626},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3235531449317932}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2024.3514153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3514153","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4055660090","display_name":null,"funder_award_id":"2024A1515010214","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G5733278378","display_name":null,"funder_award_id":"U23B2027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G725377762","display_name":null,"funder_award_id":"62172350","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8718608543","display_name":null,"funder_award_id":"62032020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W889496518","https://openalex.org/W1873763122","https://openalex.org/W1965499304","https://openalex.org/W1970463918","https://openalex.org/W2027595342","https://openalex.org/W2063938225","https://openalex.org/W2068695222","https://openalex.org/W2085427378","https://openalex.org/W2085472312","https://openalex.org/W2091644709","https://openalex.org/W2108614537","https://openalex.org/W2131681506","https://openalex.org/W2141403143","https://openalex.org/W2142517301","https://openalex.org/W2150611147","https://openalex.org/W2517028219","https://openalex.org/W2766587611","https://openalex.org/W2939009167","https://openalex.org/W2955233593","https://openalex.org/W2989394982","https://openalex.org/W3014159896","https://openalex.org/W3030047573","https://openalex.org/W3120317541","https://openalex.org/W3173549438","https://openalex.org/W4280643519","https://openalex.org/W4289534002","https://openalex.org/W4313186370","https://openalex.org/W4388240299","https://openalex.org/W4399310659","https://openalex.org/W6652759813","https://openalex.org/W6667221588","https://openalex.org/W6678747749","https://openalex.org/W6683901012","https://openalex.org/W6697195335","https://openalex.org/W6717853007","https://openalex.org/W6744271739","https://openalex.org/W6758947373","https://openalex.org/W6767613499","https://openalex.org/W6777631519","https://openalex.org/W6783638715","https://openalex.org/W6783896393","https://openalex.org/W6802632981","https://openalex.org/W6810874217","https://openalex.org/W6851258183","https://openalex.org/W6853263670"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Graph":[0],"data":[1,34,48,114,133],"analysis":[2],"has":[3,26],"been":[4],"used":[5,174],"in":[6,60,87],"various":[7],"real-world":[8,169],"applications":[9],"to":[10,74,134],"improve":[11],"services":[12],"or":[13],"scientific":[14],"research,":[15],"which,":[16],"however,":[17],"may":[18],"expose":[19],"sensitive":[20],"personal":[21,38],"information.":[22],"Differential":[23],"privacy":[24],"(DP)":[25],"become":[27],"the":[28,76,88,94],"gold":[29],"standard":[30],"for":[31],"publishing":[32,97],"graph":[33,47,83,121,132,156,175,184],"while":[35],"still":[36],"protecting":[37],"privacy.":[39],"However,":[40],"most":[41],"existing":[42],"studies":[43],"over":[44],"differentially":[45],"private":[46],"publication":[49,84],"mainly":[50],"focus":[51],"on":[52,167],"static":[53],"unweighted":[54],"graphs.":[55],"As":[56],"interactions":[57],"between":[58],"entities":[59],"real":[61],"systems":[62],"are":[63],"often":[64],"dynamically":[65],"changing":[66],"and":[67,115,154,164,171],"associated":[68],"with":[69],"weights,":[70],"it":[71],"is":[72],"desirable":[73],"consider":[75,107],"more":[77],"general":[78],"scenario":[79],"of":[80,96,119,141],"continuous":[81,103],"weighted":[82,98,120,155,183],"under":[85,102],"DP":[86,101],"temporal":[89],"dimension.":[90],"Therefore,":[91],"we":[92,106],"investigate":[93],"problem":[95],"graphs":[99],"satisfying":[100],"monitoring.":[104],"Specifically,":[105],"a":[108,117,126],"server":[109],"that":[110,129,160,178],"continuously":[111],"monitors":[112],"user":[113],"publishes":[116],"sequence":[118],"snapshots.":[122],"We":[123,158],"propose":[124],"SwgDP,":[125],"novel":[127],"framework":[128],"leverages":[130],"historical":[131],"guide":[135],"current":[136],"snapshot":[137],"generation.":[138,157],"SwgDP":[139,161,179],"consists":[140],"four":[142,168,172],"key":[143],"components:":[144],"node":[145],"adaptive":[146],"sampling,":[147],"dynamic":[148],"weight":[149],"optimization,":[150],"prediction-based":[151],"community":[152],"detection":[153],"demonstrate":[159],"satisfies":[162],"DP,":[163],"comprehensive":[165],"experiments":[166],"datasets":[170],"commonly":[173],"metrics":[176],"show":[177],"can":[180],"effectively":[181],"synthesize":[182],"at":[185],"any":[186],"time":[187],"step.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
