{"id":"https://openalex.org/W2611104958","doi":"https://doi.org/10.1109/icassp.2017.7953309","title":"Multilayer sensor network for information privacy","display_name":"Multilayer sensor network for information privacy","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2611104958","doi":"https://doi.org/10.1109/icassp.2017.7953309","mag":"2611104958"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2017.7953309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7953309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xin He","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"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":null,"display_name":"Peng Tay Wee","orcid":null},"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":"Peng Tay Wee","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore, SG"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore, SG","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":null,"first_page":"6005","last_page":"6009"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9930999875068665,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9865000247955322,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fusion-center","display_name":"Fusion center","score":0.8469974994659424},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7552340030670166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6973736882209778},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.6220573782920837},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6180078387260437},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5467275381088257},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5328301191329956},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.5096051692962646},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.5048754811286926},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.44667690992355347},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.4309271275997162},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29968011379241943},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.25470173358917236},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20298868417739868},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.2019939124584198},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.16438919305801392},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15588289499282837},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10749724507331848},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09788507223129272}],"concepts":[{"id":"https://openalex.org/C2781234732","wikidata":"https://www.wikidata.org/wiki/Q943505","display_name":"Fusion center","level":4,"score":0.8469974994659424},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7552340030670166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6973736882209778},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.6220573782920837},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6180078387260437},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5467275381088257},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5328301191329956},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.5096051692962646},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5048754811286926},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.44667690992355347},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.4309271275997162},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29968011379241943},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25470173358917236},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20298868417739868},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.2019939124584198},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.16438919305801392},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15588289499282837},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10749724507331848},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09788507223129272},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2017.7953309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7953309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5299999713897705,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1601684460","https://openalex.org/W2011778831","https://openalex.org/W2016384870","https://openalex.org/W2069458187","https://openalex.org/W2074006684","https://openalex.org/W2083026317","https://openalex.org/W2092214308","https://openalex.org/W2095818990","https://openalex.org/W2104706302","https://openalex.org/W2115915204","https://openalex.org/W2136394324","https://openalex.org/W2146414958","https://openalex.org/W2156387975","https://openalex.org/W2160815625","https://openalex.org/W2170577408","https://openalex.org/W2394738186","https://openalex.org/W2520571093","https://openalex.org/W2963535017","https://openalex.org/W3016607949","https://openalex.org/W4230674625","https://openalex.org/W4231109964","https://openalex.org/W6675277865","https://openalex.org/W6682889407","https://openalex.org/W6843013015"],"related_works":["https://openalex.org/W2000147971","https://openalex.org/W1558339915","https://openalex.org/W2066353259","https://openalex.org/W2734417830","https://openalex.org/W2349308680","https://openalex.org/W2060761112","https://openalex.org/W413436171","https://openalex.org/W2596305496","https://openalex.org/W118448456","https://openalex.org/W2260680879"],"abstract_inverted_index":{"A":[0],"sensor":[1,35,40],"network":[2,36],"wishes":[3],"to":[4,7,11,14,64,70,85,92,136,156],"transmit":[5],"information":[6,49,67,158],"a":[8,16,28,33,43,55,60,78,106,123,138],"fusion":[9,45],"center":[10],"allow":[12],"it":[13,25,50,68],"detect":[15],"public":[17,119,147],"hypothesis,":[18],"but":[19],"at":[20],"the":[21,48,66,73,87,95,101,112,118,142,146],"same":[22],"time":[23],"prevent":[24],"from":[26,52],"inferring":[27],"private":[29,102,149],"hypothesis.":[30,120],"We":[31,76],"propose":[32],"multilayer":[34],"structure,":[37],"where":[38],"each":[39],"first":[41],"applies":[42],"nonlinear":[44],"function":[46],"on":[47,122],"receives":[51],"sensors":[53,71],"in":[54,72],"previous":[56],"layer,":[57],"and":[58,81,126,148],"then":[59],"linear":[61,154],"weighting":[62,88],"matrix":[63],"distort":[65],"sends":[69],"next":[74],"layer.":[75],"adopt":[77],"nonparametric":[79],"approach":[80,133],"develop":[82],"an":[83,127],"algorithm":[84],"optimize":[86],"matrices":[89],"so":[90],"as":[91],"ensure":[93],"that":[94,131],"regularized":[96,113],"empirical":[97,114,128],"risk":[98,115],"of":[99,116,145],"detecting":[100,117],"hypothesis":[103,150],"is":[104,134],"above":[105],"given":[107],"privacy":[108],"threshold,":[109],"while":[110],"minimizing":[111],"Simulations":[121],"synthetic":[124],"dataset":[125],"experiment":[129],"demonstrate":[130],"our":[132],"able":[135],"achieve":[137,157],"better":[139],"trade-off":[140],"between":[141],"error":[143],"rates":[144],"than":[151],"using":[152],"only":[153],"precoding":[155],"privacy.":[159]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}