{"id":"https://openalex.org/W4292348020","doi":"https://doi.org/10.1109/jsyst.2022.3197150","title":"Compressed Sensing-Based Privacy Preserving in Labeled Dynamic Social Networks","display_name":"Compressed Sensing-Based Privacy Preserving in Labeled Dynamic Social Networks","publication_year":2022,"publication_date":"2022-08-19","ids":{"openalex":"https://openalex.org/W4292348020","doi":"https://doi.org/10.1109/jsyst.2022.3197150"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2022.3197150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2022.3197150","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Systems Journal","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/A5018437788","display_name":"Wen Gao","orcid":"https://orcid.org/0000-0003-3739-7366"},"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":"Wen Gao","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-3739-7366","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078380765","display_name":"Junhai Zhou","orcid":"https://orcid.org/0000-0003-2263-8614"},"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":"Junhai Zhou","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-2263-8614","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018617528","display_name":"Yaping Lin","orcid":"https://orcid.org/0000-0002-9052-9789"},"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":"Yaping Lin","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-9052-9789","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032437631","display_name":"Jianhao Wei","orcid":"https://orcid.org/0000-0002-8091-9732"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhao Wei","raw_affiliation_strings":["School of Computer Science, Hunan University of Technology and Business, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-8091-9732","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology and Business, Changsha, China","institution_ids":["https://openalex.org/I49934816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":0.8968,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78511745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"17","issue":"2","first_page":"2201","last_page":"2212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9990000128746033,"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":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.699906587600708},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6318532228469849},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5231676697731018},{"id":"https://openalex.org/keywords/anonymity","display_name":"Anonymity","score":0.47045743465423584},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4692677855491638},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41479790210723877},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4079625606536865},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2940945625305176},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.29048195481300354},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21081754565238953},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.16592147946357727},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16317856311798096},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.10071185231208801}],"concepts":[{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.699906587600708},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6318532228469849},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5231676697731018},{"id":"https://openalex.org/C178005623","wikidata":"https://www.wikidata.org/wiki/Q308859","display_name":"Anonymity","level":2,"score":0.47045743465423584},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4692677855491638},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41479790210723877},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4079625606536865},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2940945625305176},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29048195481300354},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21081754565238953},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.16592147946357727},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16317856311798096},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.10071185231208801},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2022.3197150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2022.3197150","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G5574942233","display_name":"\u793e\u4ea4\u6570\u636e\u5916\u5305\u670d\u52a1\u7684\u9690\u79c1\u4fdd\u62a4\u548c\u53ef\u9a8c\u8bc1\u673a\u5236\u7814\u7a76","funder_award_id":"61872131","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1533841329","https://openalex.org/W1672071681","https://openalex.org/W1676119944","https://openalex.org/W1873763122","https://openalex.org/W1977843657","https://openalex.org/W1980683432","https://openalex.org/W1987487032","https://openalex.org/W1998091733","https://openalex.org/W2014267561","https://openalex.org/W2102086994","https://openalex.org/W2127271355","https://openalex.org/W2129131372","https://openalex.org/W2129812098","https://openalex.org/W2145096794","https://openalex.org/W2153689444","https://openalex.org/W2159024459","https://openalex.org/W2161229593","https://openalex.org/W2162118634","https://openalex.org/W2163263459","https://openalex.org/W2168433392","https://openalex.org/W2256977455","https://openalex.org/W2329465571","https://openalex.org/W2340034660","https://openalex.org/W2394682549","https://openalex.org/W2475658966","https://openalex.org/W2511182880","https://openalex.org/W2619721521","https://openalex.org/W2725943935","https://openalex.org/W2772825479","https://openalex.org/W2798638766","https://openalex.org/W2895660505","https://openalex.org/W2910040798","https://openalex.org/W2915017663","https://openalex.org/W2917789153","https://openalex.org/W2944207242","https://openalex.org/W2949204716","https://openalex.org/W2960841296","https://openalex.org/W2965237271","https://openalex.org/W2969712995","https://openalex.org/W2980292555","https://openalex.org/W2990403335","https://openalex.org/W3013420945","https://openalex.org/W3015061318","https://openalex.org/W3082246755","https://openalex.org/W3144641070","https://openalex.org/W3215530134","https://openalex.org/W4250955649","https://openalex.org/W6637203886","https://openalex.org/W6677736305","https://openalex.org/W6679164396","https://openalex.org/W6691826514","https://openalex.org/W6740034926","https://openalex.org/W6750493487","https://openalex.org/W6758337685","https://openalex.org/W6762350907"],"related_works":["https://openalex.org/W1966494590","https://openalex.org/W2016593366","https://openalex.org/W1593132758","https://openalex.org/W2504004674","https://openalex.org/W2117874351","https://openalex.org/W4206398305","https://openalex.org/W2085151867","https://openalex.org/W2476079015","https://openalex.org/W2556086418","https://openalex.org/W2747027460"],"abstract_inverted_index":{"With":[0],"the":[1,85,94,98,108,113,122,129,167,179],"rapid":[2],"development":[3],"of":[4,29,66,110],"social":[5,18,22,30,50,88],"networks,":[6,51],"privacy-":[7],"preserving":[8],"is":[9,117],"an":[10],"important":[11],"issue.":[12],"Nowadays,":[13],"privacy-preserving":[14,74],"mainly":[15],"involves":[16],"static":[17],"networks.":[19,89],"In":[20],"fact,":[21],"networks":[23,31],"are":[24,136],"dynamic.":[25],"The":[26,90,149],"sequential":[27],"release":[28],"will":[32],"lead":[33,61],"to":[34,41,62,81,96,120,125,138,164],"privacy":[35,56,83,145,165,174,177],"leakage.":[36],"Many":[37],"studies":[38],"have":[39],"employed$K$-anonymity":[40],"protect":[42,82,126,171],"users'":[43],"privacy,":[44],"but":[45],"because$K$affects":[46],"data":[47,67,144,147,157],"utility":[48,158],"in":[49,84,107],"a":[52,59,63,72],"smaller$K$cannot":[53],"provide":[54],"enough":[55],"preserving,":[57],"whereas":[58],"larger$K$will":[60],"significant":[64],"loss":[65],"utility.":[68,148],"This":[69],"article":[70],"proposes":[71],"new":[73],"approach":[75],"based":[76],"on":[77],"compressed":[78],"sensing":[79],"(CS)":[80],"labeled":[86],"dynamic":[87],"scheme":[91,155,168],"first":[92],"uses":[93],"CS":[95],"compress":[97],"updated":[99],"node":[100,114,123],"information":[101],"at":[102,178],"each":[103],"time":[104],"point.":[105],"Then,":[106],"form":[109],"label":[111,176],"grouping,":[112],"link":[115,172],"relationship":[116,173],"randomly":[118],"deleted/changed":[119],"blur":[121],"degrees":[124],"privacy.":[127],"Finally,":[128],"reconstruction":[130],"algorithm":[131],"and":[132,146,175,182],"Gaussian":[133],"measurement":[134],"matrix":[135],"combined":[137],"ensure":[139],"operating":[140],"efficiency":[141],"while":[142],"balancing":[143],"simulation":[150],"results":[151],"show":[152],"that":[153],"our":[154],"retains":[156],"better":[159],"than$l$-diversity":[160],"and$K$-anonymity.":[161],"Furthermore,":[162],"according":[163],"analysis,":[166],"can":[169],"also":[170],"same":[180],"time,":[181],"prevent":[183],"background":[184],"knowledge":[185],"attacks.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
