{"id":"https://openalex.org/W2190983062","doi":"https://doi.org/10.1109/tifs.2015.2493982","title":"Analysis of One-Time Random Projections for Privacy Preserving Compressed Sensing","display_name":"Analysis of One-Time Random Projections for Privacy Preserving Compressed Sensing","publication_year":2015,"publication_date":"2015-10-26","ids":{"openalex":"https://openalex.org/W2190983062","doi":"https://doi.org/10.1109/tifs.2015.2493982","mag":"2190983062"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2015.2493982","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2015.2493982","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://porto.polito.it/2627688/2/bianTIFS15_OA.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054395599","display_name":"Tiziano Bianchi","orcid":"https://orcid.org/0000-0002-3965-3522"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tiziano Bianchi","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","Department of Electronics and Telecommunications , Politecnico di Torino , Turin , Italy"],"raw_orcid":"https://orcid.org/0000-0002-3965-3522","affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Department of Electronics and Telecommunications , Politecnico di Torino , Turin , Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069103194","display_name":"Valerio Bioglio","orcid":"https://orcid.org/0000-0001-8418-5986"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Valerio Bioglio","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","Mathematics and Algorithmic Sciences Laboratory, Huawei Technologies France, Boulogne-Billancourt, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Mathematics and Algorithmic Sciences Laboratory, Huawei Technologies France, Boulogne-Billancourt, France","institution_ids":["https://openalex.org/I4210123571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034486931","display_name":"Enrico Magli","orcid":"https://orcid.org/0000-0002-0901-0251"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Magli","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","Department of Electronics and Telecommunications , Politecnico di Torino , Turin , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Department of Electronics and Telecommunications , Politecnico di Torino , Turin , Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.9288,"has_fulltext":false,"cited_by_count":141,"citation_normalized_percentile":{"value":0.99367378,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"11","issue":"2","first_page":"313","last_page":"327"},"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":0.9993000030517578,"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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8104162216186523},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5915165543556213},{"id":"https://openalex.org/keywords/independent-and-identically-distributed-random-variables","display_name":"Independent and identically distributed random variables","score":0.5747061967849731},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.5387154221534729},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5167405009269714},{"id":"https://openalex.org/keywords/secrecy","display_name":"Secrecy","score":0.48540744185447693},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.4694986343383789},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4594358801841736},{"id":"https://openalex.org/keywords/information-theoretic-security","display_name":"Information-theoretic security","score":0.45183122158050537},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4364742636680603},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.4339179992675781},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.43266069889068604},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.418654203414917},{"id":"https://openalex.org/keywords/information-theory","display_name":"Information theory","score":0.4184434711933136},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.36419615149497986},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2014237940311432},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16093093156814575},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15579143166542053},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11268037557601929}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8104162216186523},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5915165543556213},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.5747061967849731},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.5387154221534729},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5167405009269714},{"id":"https://openalex.org/C2776452267","wikidata":"https://www.wikidata.org/wiki/Q1503443","display_name":"Secrecy","level":2,"score":0.48540744185447693},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.4694986343383789},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4594358801841736},{"id":"https://openalex.org/C47191418","wikidata":"https://www.wikidata.org/wiki/Q3510462","display_name":"Information-theoretic security","level":3,"score":0.45183122158050537},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4364742636680603},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.4339179992675781},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.43266069889068604},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.418654203414917},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.4184434711933136},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.36419615149497986},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2014237940311432},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16093093156814575},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15579143166542053},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11268037557601929},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tifs.2015.2493982","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2015.2493982","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"},{"id":"pmh:oai:porto.polito.it:2627688","is_oa":true,"landing_page_url":"http://porto.polito.it/2627688/2/bianTIFS15_OA.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402038","display_name":"PORTO Publications Open Repository TOrino (Politecnico di Torino)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177477856","host_organization_name":"Politecnico di Torino","host_organization_lineage":["https://openalex.org/I177477856"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:1556-6013","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:porto.polito.it:2627688","is_oa":true,"landing_page_url":"http://porto.polito.it/2627688/2/bianTIFS15_OA.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402038","display_name":"PORTO Publications Open Repository TOrino (Politecnico di Torino)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177477856","host_organization_name":"Politecnico di Torino","host_organization_lineage":["https://openalex.org/I177477856"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:1556-6013","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G6237493269","display_name":null,"funder_award_id":"279848","funder_id":"https://openalex.org/F4320334678","funder_display_name":"European Research Council"}],"funders":[{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W250076511","https://openalex.org/W340244495","https://openalex.org/W1501178284","https://openalex.org/W1660562555","https://openalex.org/W1763925716","https://openalex.org/W1965392255","https://openalex.org/W1972485395","https://openalex.org/W1973429478","https://openalex.org/W1974760326","https://openalex.org/W1983642991","https://openalex.org/W1987451692","https://openalex.org/W1987896470","https://openalex.org/W1998843493","https://openalex.org/W2001828104","https://openalex.org/W2004060143","https://openalex.org/W2009132142","https://openalex.org/W2014778838","https://openalex.org/W2020658897","https://openalex.org/W2027220805","https://openalex.org/W2030449718","https://openalex.org/W2033923703","https://openalex.org/W2038276547","https://openalex.org/W2039243083","https://openalex.org/W2046526331","https://openalex.org/W2050455378","https://openalex.org/W2081122055","https://openalex.org/W2084251538","https://openalex.org/W2090432413","https://openalex.org/W2091891040","https://openalex.org/W2099111195","https://openalex.org/W2102268513","https://openalex.org/W2106892689","https://openalex.org/W2108924122","https://openalex.org/W2109394932","https://openalex.org/W2112038498","https://openalex.org/W2119667497","https://openalex.org/W2121386703","https://openalex.org/W2128633079","https://openalex.org/W2129638195","https://openalex.org/W2140738143","https://openalex.org/W2145096794","https://openalex.org/W2151186643","https://openalex.org/W2157005274","https://openalex.org/W2160553465","https://openalex.org/W2160732418","https://openalex.org/W2160955696","https://openalex.org/W2168973828","https://openalex.org/W2170447857","https://openalex.org/W2171362597","https://openalex.org/W2171974671","https://openalex.org/W2196956961","https://openalex.org/W2201097768","https://openalex.org/W2296616510","https://openalex.org/W2313299119","https://openalex.org/W2478708596","https://openalex.org/W2534039953","https://openalex.org/W3098545202","https://openalex.org/W3100374620","https://openalex.org/W3102460953","https://openalex.org/W4210300416","https://openalex.org/W4234061158","https://openalex.org/W4250955649","https://openalex.org/W4289127653","https://openalex.org/W4299583294","https://openalex.org/W4300223101","https://openalex.org/W4300263211","https://openalex.org/W6643910945"],"related_works":["https://openalex.org/W2150528942","https://openalex.org/W2114007974","https://openalex.org/W2022046490","https://openalex.org/W2154832352","https://openalex.org/W1483037127","https://openalex.org/W2898567960","https://openalex.org/W4387963661","https://openalex.org/W2340481533","https://openalex.org/W2036210457","https://openalex.org/W2079645406"],"abstract_inverted_index":{"In":[0,112],"this":[1],"paper,":[2],"the":[3,6,38,42,45,51,54,59,65,85,88,99,113,131,135,138,149,158,171],"security":[4,106,127],"of":[5,14,22,44,53,64,87,101,133,137,153,160,162],"compressed":[7],"sensing":[8],"(CS)":[9],"framework":[10],"as":[11,103],"a":[12,29,76,80,190],"form":[13],"data":[15,193],"confidentiality":[16],"is":[17,68,178],"analyzed.":[18],"Two":[19],"important":[20,62],"properties":[21],"one-time":[23],"random":[24],"linear":[25],"measurements":[26,39,55,90],"acquired":[27],"using":[28],"Gaussian":[30,89],"independent":[31],"identically":[32],"distributed":[33],"matrix":[34],"are":[35,144,166],"outlined:":[36],"1)":[37],"reveal":[40],"only":[41,50],"energy":[43,52,136],"sensed":[46],"signal":[47,139],"and":[48,140,157,168],"2)":[49],"leaks":[56],"information":[57,72,122],"about":[58],"signal.":[60],"An":[61],"consequence":[63],"above":[66],"facts":[67],"that":[69,176],"CS":[70,102,118,177],"provides":[71],"theoretic":[73,123],"secrecy":[74],"in":[75,94,108,116,179],"particular":[77],"setting.":[78],"Namely,":[79],"simple":[81],"strategy":[82],"based":[83],"on":[84,148],"normalization":[86],"achieves,":[91],"at":[92],"least":[93],"theory,":[95],"perfect":[96],"secrecy,":[97,124],"enabling":[98],"use":[100],"an":[104],"additional":[105],"layer":[107],"privacy":[109],"preserving":[110],"applications.":[111],"generic":[114],"setting":[115],"which":[117],"does":[119],"not":[120,181],"provide":[121,189],"two":[125],"alternative":[126],"notions":[128],"linked":[129],"to":[130,184],"difficulty":[132],"estimating":[134],"distinguishing":[141],"equal-energy":[142],"signals":[143],"introduced.":[145],"Useful":[146],"bounds":[147],"mean":[150],"square":[151],"error":[152,161],"any":[154,163],"possible":[155,164],"estimator":[156],"probability":[159],"detector":[165],"provided":[167],"compared":[169],"with":[170],"simulations.":[172],"The":[173],"results":[174],"indicate":[175],"general":[180],"secure":[182],"according":[183],"cryptographic":[185],"standards,":[186],"but":[187],"may":[188],"useful":[191],"built-in":[192],"obfuscation":[194],"layer.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":24},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":21},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
