{"id":"https://openalex.org/W4361276473","doi":"https://doi.org/10.3390/s23073575","title":"Invertible Privacy-Preserving Adversarial Reconstruction for Image Compressed Sensing","display_name":"Invertible Privacy-Preserving Adversarial Reconstruction for Image Compressed Sensing","publication_year":2023,"publication_date":"2023-03-29","ids":{"openalex":"https://openalex.org/W4361276473","doi":"https://doi.org/10.3390/s23073575","pmid":"https://pubmed.ncbi.nlm.nih.gov/37050636"},"language":"en","primary_location":{"id":"doi:10.3390/s23073575","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23073575","pdf_url":"https://www.mdpi.com/1424-8220/23/7/3575/pdf?version=1680087622","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/7/3575/pdf?version=1680087622","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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":true,"raw_author_name":"Di Xiao","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing 400044, China"],"raw_orcid":"https://orcid.org/0000-0002-6958-5807","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387749","display_name":"Yue Li","orcid":"https://orcid.org/0000-0001-9035-6278"},"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":"Yue Li","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing 400044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070002661","display_name":"Min Li","orcid":"https://orcid.org/0000-0002-3435-3897"},"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 400044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing 400044, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100729507"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.166,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.38712186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"23","issue":"7","first_page":"3575","last_page":"3575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994999766349792,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/adversarial-system","display_name":"Adversarial system","score":0.8114940524101257},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7770209312438965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6916462182998657},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6436688303947449},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6092921495437622},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5682506561279297},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5212560296058655},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46566155552864075},{"id":"https://openalex.org/keywords/invertible-matrix","display_name":"Invertible matrix","score":0.45889711380004883},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42448723316192627},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35491546988487244},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12904086709022522}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8114940524101257},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7770209312438965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6916462182998657},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6436688303947449},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6092921495437622},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5682506561279297},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5212560296058655},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46566155552864075},{"id":"https://openalex.org/C96442724","wikidata":"https://www.wikidata.org/wiki/Q242188","display_name":"Invertible matrix","level":2,"score":0.45889711380004883},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42448723316192627},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35491546988487244},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12904086709022522},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23073575","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23073575","pdf_url":"https://www.mdpi.com/1424-8220/23/7/3575/pdf?version=1680087622","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37050636","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37050636","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10098769","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10098769","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10098769/pdf/sensors-23-03575.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:a24c2c353d79403eaf59a9efb2ca4415","is_oa":true,"landing_page_url":"https://doaj.org/article/a24c2c353d79403eaf59a9efb2ca4415","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 7, p 3575 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/7/3575/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23073575","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 7; Pages: 3575","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23073575","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23073575","pdf_url":"https://www.mdpi.com/1424-8220/23/7/3575/pdf?version=1680087622","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5600000023841858}],"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"},{"id":"https://openalex.org/G2648878084","display_name":null,"funder_award_id":"CYB22063","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"},{"id":"https://openalex.org/F4320330084","display_name":"Research and Innovation Foundation","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4361276473.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W2071284784","https://openalex.org/W2109449402","https://openalex.org/W2127271355","https://openalex.org/W2194775991","https://openalex.org/W2273561594","https://openalex.org/W2331128040","https://openalex.org/W2590877996","https://openalex.org/W2762145983","https://openalex.org/W2798559986","https://openalex.org/W2962895431","https://openalex.org/W2963081547","https://openalex.org/W2963446712","https://openalex.org/W2963448658","https://openalex.org/W2963857521","https://openalex.org/W2964178808","https://openalex.org/W2981597369","https://openalex.org/W3036952806","https://openalex.org/W3048134800","https://openalex.org/W3102722370","https://openalex.org/W3170089550","https://openalex.org/W4206240011","https://openalex.org/W4226296014","https://openalex.org/W4250955649","https://openalex.org/W6679164396"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W4246396837","https://openalex.org/W2482350142","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4288019534","https://openalex.org/W2896778670"],"abstract_inverted_index":{"Since":[0],"the":[1,55,57,67,78,125,158],"advent":[2],"of":[3,14,69,122,157],"compressed":[4],"sensing":[5],"(CS),":[6],"many":[7],"reconstruction":[8,48],"algorithms":[9],"have":[10],"been":[11],"proposed,":[12],"most":[13],"which":[15,82],"are":[16,60],"devoted":[17],"to":[18,29,62,102,146],"reconstructing":[19],"images":[20,27,59,101,135,151],"with":[21,105,132,136,152],"better":[22],"visual":[23,117],"quality.":[24],"However,":[25],"higher-quality":[26],"tend":[28],"reveal":[30],"more":[31],"sensitive":[32],"information":[33,85],"in":[34],"machine":[35,87],"recognition":[36,88,153],"tasks.":[37],"In":[38],"this":[39],"paper,":[40],"we":[41],"propose":[42],"a":[43,137],"novel":[44],"invertible":[45],"privacy-preserving":[46],"adversarial":[47,64,79,99,133],"method":[49],"for":[50,86,119],"image":[51],"CS.":[52,160],"While":[53],"optimizing":[54],"quality,":[56],"reconstructed":[58,80,100,123,134,150],"made":[61],"be":[63],"samples":[65,104],"at":[66],"moment":[68],"generation.":[70],"For":[71,93],"semi-authorized":[72,130],"users,":[73,95],"they":[74,96],"can":[75,97,128],"only":[76],"obtain":[77],"images,":[81,124],"provide":[83,129],"little":[84],"or":[89],"training":[90],"deep":[91],"models.":[92],"authorized":[94,144],"reverse":[98],"clean":[103],"an":[106],"additional":[107],"restoration":[108],"network.":[109],"Experimental":[110],"results":[111],"show":[112],"that":[113,156],"while":[114],"keeping":[115],"good":[116],"quality":[118],"both":[120],"types":[121],"proposed":[126],"scheme":[127],"users":[131,145],"very":[138],"low":[139],"recognizable":[140],"rate,":[141],"and":[142],"allow":[143],"further":[147],"recover":[148],"sanitized":[149],"performance":[154],"approximating":[155],"traditional":[159]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}