{"id":"https://openalex.org/W4297095256","doi":"https://doi.org/10.1109/tii.2022.3209153","title":"Multilevel Privacy Preservation Scheme Based on Compressed Sensing","display_name":"Multilevel Privacy Preservation Scheme Based on Compressed Sensing","publication_year":2022,"publication_date":"2022-09-26","ids":{"openalex":"https://openalex.org/W4297095256","doi":"https://doi.org/10.1109/tii.2022.3209153"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3209153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3209153","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Transactions on Industrial Informatics","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/A5101984401","display_name":"Jia Liang","orcid":"https://orcid.org/0000-0003-3478-1741"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Liang","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-3478-1741","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100729507","display_name":"Di Xiao","orcid":"https://orcid.org/0000-0002-6958-5807"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Xiao","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-6958-5807","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060587038","display_name":"Hui Huang","orcid":"https://orcid.org/0000-0002-1049-9023"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Huang","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-1049-9023","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073620714","display_name":"Min Li","orcid":"https://orcid.org/0000-0002-1259-6441"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Li","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-1259-6441","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":1.6823,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.81651613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"19","issue":"6","first_page":"7435","last_page":"7444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11996","display_name":"Random lasers and scattering media","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7798730731010437},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.7353527545928955},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.6013873815536499},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5690662860870361},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4683030843734741},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.43963339924812317},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32060688734054565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18131333589553833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7798730731010437},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7353527545928955},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.6013873815536499},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5690662860870361},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4683030843734741},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.43963339924812317},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32060688734054565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18131333589553833},{"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:10.1109/tii.2022.3209153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3209153","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"},{"score":0.4399999976158142,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1896701456","display_name":"\u517c\u987e\u56fe\u50cf\u6570\u636e\u9690\u79c1\u4fdd\u62a4\u4e0e\u53ef\u7528\u6027\u7684\u538b\u7f29\u611f\u77e5\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62072063","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":43,"referenced_works":["https://openalex.org/W1763925716","https://openalex.org/W1988395888","https://openalex.org/W1999829977","https://openalex.org/W2057907879","https://openalex.org/W2064984609","https://openalex.org/W2103560185","https://openalex.org/W2121647436","https://openalex.org/W2129131372","https://openalex.org/W2153635508","https://openalex.org/W2160732418","https://openalex.org/W2190983062","https://openalex.org/W2273675851","https://openalex.org/W2277202671","https://openalex.org/W2517723848","https://openalex.org/W2534039953","https://openalex.org/W2581065164","https://openalex.org/W2733464274","https://openalex.org/W2735852363","https://openalex.org/W2886386175","https://openalex.org/W2895850340","https://openalex.org/W2897900009","https://openalex.org/W2898711294","https://openalex.org/W2911737132","https://openalex.org/W2940408044","https://openalex.org/W2963081547","https://openalex.org/W2963199294","https://openalex.org/W2963341393","https://openalex.org/W2963676935","https://openalex.org/W2994417020","https://openalex.org/W2998816190","https://openalex.org/W3005728441","https://openalex.org/W3023553797","https://openalex.org/W3043358486","https://openalex.org/W3088014942","https://openalex.org/W3102460953","https://openalex.org/W3123895928","https://openalex.org/W3131468365","https://openalex.org/W3162352905","https://openalex.org/W3163986896","https://openalex.org/W4232836212","https://openalex.org/W4238341678","https://openalex.org/W4250955649","https://openalex.org/W6789821693"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W4244478748","https://openalex.org/W4300044672","https://openalex.org/W2810730439","https://openalex.org/W1881631164","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W4389340727"],"abstract_inverted_index":{"Although":[0],"the":[1,5,14,20,44,59,63,79,86,93,98,123,133,139,142,145,153,158],"extensive":[2],"application":[3],"of":[4,7,16,22,46,50,55,81,151,164],"Internet":[6],"Things":[8],"brings":[9],"great":[10],"convenience,":[11],"it":[12],"raises":[13],"concern":[15],"privacy":[17,34],"leakage":[18],"in":[19,95],"processes":[21],"data":[23,51,56,60,88,137],"acquisition,":[24],"analyzing,":[25],"and":[26,53,75,112,169,175],"sharing":[27],"as":[28],"well.":[29],"In":[30],"this":[31],"article,":[32],"multilevel":[33],"protection":[35,49],"via":[36],"compressed":[37,47],"sensing":[38],"(CS)":[39],"is":[40,71,122,144,149],"proposed,":[41],"which":[42],"has":[43],"advantages":[45],"sampling,":[48],"privacy,":[52],"controllability":[54],"access.":[57],"At":[58],"acquisition":[61],"end,":[62],"CS":[64,104],"technique":[65],"suitable":[66],"for":[67,138],"a":[68,165,170],"resource-constrained":[69],"environment":[70],"employed":[72],"to":[73,92,109],"sample":[74],"encrypt":[76],"signals":[77,101],"with":[78,126],"assistance":[80],"discriminant":[82],"component":[83],"analysis.":[84],"Then,":[85],"encrypted":[87,136],"will":[89,114],"be":[90,115],"transmitted":[91],"cloud":[94,99],"time.":[96],"On":[97],"service,":[100],"protected":[102],"by":[103,117],"rarely":[105],"disclose":[106],"private":[107],"information":[108],"malicious":[110],"attackers,":[111],"they":[113],"accessed":[116],"two-class":[118],"authorized":[119],"entities.":[120],"One":[121],"semiauthorized":[124],"user":[125,147],"low":[127],"privilege":[128],"who":[129,148],"can":[130],"only":[131],"get":[132],"features":[134],"from":[135],"subsequent":[140],"inference;":[141],"other":[143],"full-authorized":[146],"capable":[150],"reconstructing":[152],"original":[154],"data.":[155],"We":[156],"demonstrate":[157],"scheme":[159],"through":[160],"two":[161],"case":[162],"studies":[163],"face":[166],"recognition":[167,173],"system":[168,174],"human":[171],"activity":[172],"analyze":[176],"its":[177],"performance.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
