{"id":"https://openalex.org/W2973606665","doi":"https://doi.org/10.1109/jiot.2019.2941979","title":"Privacy-Aware Sensor Network Via Multilayer Nonlinear Processing","display_name":"Privacy-Aware Sensor Network Via Multilayer Nonlinear Processing","publication_year":2019,"publication_date":"2019-09-17","ids":{"openalex":"https://openalex.org/W2973606665","doi":"https://doi.org/10.1109/jiot.2019.2941979","mag":"2973606665"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2019.2941979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2941979","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things 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/A5079883088","display_name":"Xin He","orcid":"https://orcid.org/0000-0002-2248-4742"},"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"]},{"id":"https://openalex.org/I4210165736","display_name":"Hanshan Normal University","ror":"https://ror.org/05tqaz865","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210165736"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Xin He","raw_affiliation_strings":["Department of Computer and Information Engineering, Hanshan Normal University, Chaozhou, China","School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-2248-4742","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Engineering, Hanshan Normal University, Chaozhou, China","institution_ids":["https://openalex.org/I4210165736"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046850399","display_name":"Wee Peng Tay","orcid":"https://orcid.org/0000-0002-1543-195X"},"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":"Wee Peng Tay","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lei Huang","orcid":"https://orcid.org/0000-0002-0329-3158"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Huang","raw_affiliation_strings":["Collage of Information Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0329-3158","affiliations":[{"raw_affiliation_string":"Collage of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101982064","display_name":"Meng Sun","orcid":"https://orcid.org/0000-0003-0518-4147"},"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":"Meng Sun","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-0518-4147","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100687951","display_name":"Yi Gong","orcid":"https://orcid.org/0000-0001-7392-8991"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Gong","raw_affiliation_strings":["Shenzhen Engineering Laboratory of Intelligent Information Processing for IoT, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-7392-8991","affiliations":[{"raw_affiliation_string":"Shenzhen Engineering Laboratory of Intelligent Information Processing for IoT, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9548,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.87742305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"6","issue":"6","first_page":"10834","last_page":"10845"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9927999973297119,"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/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9886000156402588,"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/fusion-center","display_name":"Fusion center","score":0.792590320110321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7640231847763062},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5784398317337036},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5738134384155273},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.5656654834747314},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5319246053695679},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.49904870986938477},{"id":"https://openalex.org/keywords/nonlinear-distortion","display_name":"Nonlinear distortion","score":0.49735215306282043},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.48562994599342346},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46335673332214355},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.45365583896636963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3082992434501648},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2808389961719513},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2003650963306427},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13826599717140198},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12760493159294128},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12152397632598877},{"id":"https://openalex.org/keywords/amplifier","display_name":"Amplifier","score":0.10053250193595886},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09561187028884888}],"concepts":[{"id":"https://openalex.org/C2781234732","wikidata":"https://www.wikidata.org/wiki/Q943505","display_name":"Fusion center","level":4,"score":0.792590320110321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7640231847763062},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5784398317337036},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5738134384155273},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5656654834747314},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5319246053695679},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.49904870986938477},{"id":"https://openalex.org/C173413354","wikidata":"https://www.wikidata.org/wiki/Q7049470","display_name":"Nonlinear distortion","level":4,"score":0.49735215306282043},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.48562994599342346},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46335673332214355},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.45365583896636963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3082992434501648},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2808389961719513},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2003650963306427},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13826599717140198},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12760493159294128},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12152397632598877},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.10053250193595886},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09561187028884888},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2019.2941979","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2941979","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G165462859","display_name":null,"funder_award_id":"61531009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5031630496","display_name":null,"funder_award_id":"61807018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5868011715","display_name":null,"funder_award_id":"U1501253","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6431705132","display_name":null,"funder_award_id":"U1713217","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":49,"referenced_works":["https://openalex.org/W225986567","https://openalex.org/W1518622464","https://openalex.org/W1601684460","https://openalex.org/W1798609567","https://openalex.org/W2011778831","https://openalex.org/W2016384870","https://openalex.org/W2031533839","https://openalex.org/W2053801139","https://openalex.org/W2069458187","https://openalex.org/W2072128103","https://openalex.org/W2073401630","https://openalex.org/W2074006684","https://openalex.org/W2082894754","https://openalex.org/W2085472312","https://openalex.org/W2092214308","https://openalex.org/W2095818990","https://openalex.org/W2104706302","https://openalex.org/W2109135024","https://openalex.org/W2109426455","https://openalex.org/W2112796928","https://openalex.org/W2146414958","https://openalex.org/W2156387975","https://openalex.org/W2156909104","https://openalex.org/W2160815625","https://openalex.org/W2170577408","https://openalex.org/W2194775991","https://openalex.org/W2296311849","https://openalex.org/W2467868691","https://openalex.org/W2520571093","https://openalex.org/W2556397940","https://openalex.org/W2559975580","https://openalex.org/W2581688519","https://openalex.org/W2592694684","https://openalex.org/W2596636257","https://openalex.org/W2611104958","https://openalex.org/W2617052993","https://openalex.org/W2667994530","https://openalex.org/W2783793345","https://openalex.org/W2789827290","https://openalex.org/W2884963646","https://openalex.org/W2943136123","https://openalex.org/W2963535017","https://openalex.org/W3016607949","https://openalex.org/W4230674625","https://openalex.org/W6608860666","https://openalex.org/W6651608069","https://openalex.org/W6675277865","https://openalex.org/W6682889407","https://openalex.org/W6734456909"],"related_works":["https://openalex.org/W2108319163","https://openalex.org/W2963973190","https://openalex.org/W4250810580","https://openalex.org/W2000147971","https://openalex.org/W1558339915","https://openalex.org/W2066353259","https://openalex.org/W2734417830","https://openalex.org/W2349308680","https://openalex.org/W413436171","https://openalex.org/W2060761112"],"abstract_inverted_index":{"In":[0,37,63],"Internet":[1],"of":[2,7,101,118,140],"Things,":[3],"with":[4],"large":[5],"amounts":[6],"sensor":[8,66],"data":[9,54],"gathered":[10],"in":[11],"fusion":[12,61],"center,":[13],"it":[14,27,56],"is":[15,28,48,57,85,106],"important":[16],"to":[17,30,39,50,59,72,87,94],"detect":[18],"a":[19,32,43,108,133],"public":[20,75,121,142],"hypothesis,":[21],"but":[22],"at":[23],"the":[24,52,60,74,79,89,97,103,114,120,129,137,141],"same":[25],"time":[26],"crucial":[29],"prevent":[31],"private":[33,104,144],"hypothesis":[34,76,105],"being":[35],"detected.":[36],"order":[38],"achieve":[40],"this":[41],"goal,":[42],"multilayer":[44],"nonlinear":[45,70],"processing":[46],"procedure":[47],"proposed":[49,130],"distort":[51],"sensor's":[53],"before":[55],"sent":[58],"center.":[62],"particular,":[64],"each":[65],"applies":[67],"linear":[68],"and":[69,78,143],"distortions":[71],"balance":[73],"test":[77],"privacy":[80,110],"distortion.":[81],"Mirror":[82],"descent":[83],"methodology":[84],"reformulated":[86],"optimize":[88],"distortion":[90],"matrices":[91],"so":[92],"as":[93],"ensure":[95],"that":[96,128],"regularized":[98,115],"empirical":[99,116,125],"risk":[100,117],"detecting":[102,119],"above":[107],"given":[109],"threshold,":[111],"while":[112],"minimizing":[113],"hypothesis.":[122],"Experiments":[123],"on":[124],"datasets":[126],"demonstrate":[127],"approach":[131],"achieves":[132],"good":[134],"tradeoff":[135],"between":[136],"error":[138],"rates":[139],"hypotheses.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}