{"id":"https://openalex.org/W4409223209","doi":"https://doi.org/10.1109/jiot.2025.3558289","title":"Privacy-Preserving Uncertainty Calibration Using Perceptual Encryption in Cloud\u2013Edge Collaborative Artificial Intelligence of Things","display_name":"Privacy-Preserving Uncertainty Calibration Using Perceptual Encryption in Cloud\u2013Edge Collaborative Artificial Intelligence of Things","publication_year":2025,"publication_date":"2025-04-07","ids":{"openalex":"https://openalex.org/W4409223209","doi":"https://doi.org/10.1109/jiot.2025.3558289"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3558289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3558289","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/A5077748142","display_name":"Ijaz Ahmad","orcid":"https://orcid.org/0000-0002-6022-7413"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ijaz Ahmad","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Korea University, Seoul, South Korea","Department of Electrical and Computer Engineering, Korea University, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0002-6022-7413","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049202871","display_name":"Joongheon Kim","orcid":"https://orcid.org/0000-0003-2126-768X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joongheon Kim","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Korea University, Seoul, South Korea","Department of Electrical and Computer Engineering, Korea University, Seoul, Korea"],"raw_orcid":"https://orcid.org/0000-0003-2126-768X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009170109","display_name":"Seokjoo Shin","orcid":"https://orcid.org/0000-0003-2092-1336"},"institutions":[{"id":"https://openalex.org/I152238500","display_name":"Chosun University","ror":"https://ror.org/01zt9a375","country_code":"KR","type":"education","lineage":["https://openalex.org/I152238500"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seokjoo Shin","raw_affiliation_strings":["Department of Computer Engineering, Chosun University, Gwangju, South Korea","Department of Computer Engineering, Chosun University, Gwangju, Korea"],"raw_orcid":"https://orcid.org/0000-0003-2092-1336","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Chosun University, Gwangju, South Korea","institution_ids":["https://openalex.org/I152238500"]},{"raw_affiliation_string":"Department of Computer Engineering, Chosun University, Gwangju, Korea","institution_ids":["https://openalex.org/I152238500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0853,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91287337,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"12","issue":"13","first_page":"25424","last_page":"25441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7642999887466431,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7642999887466431,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.7567999958992004,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10320","display_name":"Neural Networks and Applications","score":0.6678000092506409,"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/computer-science","display_name":"Computer science","score":0.8006128668785095},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.7226765155792236},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6714728474617004},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5149653553962708},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.492938756942749},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.4841323792934418},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4687115550041199},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.46711668372154236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4621146023273468},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4552243947982788},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32422515749931335}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8006128668785095},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7226765155792236},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6714728474617004},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5149653553962708},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.492938756942749},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.4841323792934418},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4687115550041199},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.46711668372154236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4621146023273468},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4552243947982788},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32422515749931335},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3558289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3558289","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W2037769729","https://openalex.org/W2056105196","https://openalex.org/W2062086221","https://openalex.org/W2102892532","https://openalex.org/W2116612304","https://openalex.org/W2239443241","https://openalex.org/W2473418344","https://openalex.org/W2585696635","https://openalex.org/W2593657034","https://openalex.org/W2594311007","https://openalex.org/W2606882085","https://openalex.org/W2780996194","https://openalex.org/W2790533449","https://openalex.org/W2797917356","https://openalex.org/W2805454539","https://openalex.org/W2879216670","https://openalex.org/W2902215693","https://openalex.org/W2907834603","https://openalex.org/W2914945329","https://openalex.org/W2964335264","https://openalex.org/W2971122390","https://openalex.org/W2989885118","https://openalex.org/W2995164854","https://openalex.org/W3016632787","https://openalex.org/W3021026170","https://openalex.org/W3030364939","https://openalex.org/W3030801383","https://openalex.org/W3134367572","https://openalex.org/W3139271045","https://openalex.org/W3181264283","https://openalex.org/W3181762346","https://openalex.org/W4200408177","https://openalex.org/W4205864850","https://openalex.org/W4205887690","https://openalex.org/W4225775889","https://openalex.org/W4253746564","https://openalex.org/W4285126476","https://openalex.org/W4285196740","https://openalex.org/W4285284940","https://openalex.org/W4288032608","https://openalex.org/W4293812074","https://openalex.org/W4307371187","https://openalex.org/W4307552868","https://openalex.org/W4312677948","https://openalex.org/W4313430851","https://openalex.org/W4319983276","https://openalex.org/W4366990797","https://openalex.org/W4385695879","https://openalex.org/W4388194880","https://openalex.org/W4389355770","https://openalex.org/W4390692183","https://openalex.org/W4390887438","https://openalex.org/W4391719141","https://openalex.org/W4391970266","https://openalex.org/W4392169013","https://openalex.org/W4392902697","https://openalex.org/W4393235334","https://openalex.org/W4395069551","https://openalex.org/W4396217726","https://openalex.org/W4402258140","https://openalex.org/W4402483118","https://openalex.org/W4404724163","https://openalex.org/W6762718338","https://openalex.org/W6767821247","https://openalex.org/W6772836532","https://openalex.org/W6776691762","https://openalex.org/W6793164127","https://openalex.org/W6852662785","https://openalex.org/W6853027146","https://openalex.org/W6858724773","https://openalex.org/W6864878521","https://openalex.org/W6872880387"],"related_works":["https://openalex.org/W2100090372","https://openalex.org/W4361205702","https://openalex.org/W2385965183","https://openalex.org/W4289281780","https://openalex.org/W2013342653","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Cloud-edge":[0],"collaboration":[1],"provides":[2],"an":[3,40,160,182],"efficient":[4],"way":[5],"to":[6,61,77,82,90,106,110,130,135,154,159,209],"promote":[7],"the":[8,13,21,29,48,59,63,73,79,83,94,108,111,132,136,177,193,203],"development":[9],"and":[10,25,126,138,176,196,213],"application":[11,161],"of":[12,16,28,31,38],"Artificial":[14,41],"Intelligence":[15,42],"Things":[17,32],"(AIoT)":[18],"by":[19,181],"addressing":[20],"limited":[22],"computing,":[23],"communication,":[24],"storage":[26],"capabilities":[27],"Internet":[30],"(IoT)":[33],"devices.":[34],"The":[35,66,163],"compute-intensive":[36],"task":[37],"developing":[39],"(AI)":[43],"model":[44,80,109,134,194],"is":[45,56,72,88,104],"performed":[46],"on":[47,58],"cloud-server":[49,204],"over":[50],"a":[51,118,149],"public":[52],"dataset":[53],"while":[54],"it":[55,87,92,103],"deployed":[57],"edge-server":[60],"analyze":[62],"IoT":[64,85,112,140],"data.":[65],"merit":[67],"in":[68],"processing":[69],"data":[70,113],"locally":[71],"privacy":[74,100,145],"preservation.":[75],"However,":[76],"keep":[78],"relevant":[81],"ever-growing":[84],"data,":[86],"necessary":[89],"share":[91],"with":[93,197],"cloud-server,":[95],"which":[96],"can":[97],"raise":[98],"certain":[99],"concerns.":[101],"Also,":[102],"challenging":[105],"adapt":[107,131],"characteristics.":[114],"Therefore,":[115],"we":[116,147],"propose":[117,148],"privacy-preserving":[119],"cloud-edge":[120],"paradigm":[121],"incorporating":[122],"personalized":[123,199],"context":[124,200],"learning":[125,128,189,201],"incremental":[127,188],"strategies":[129],"trained":[133],"heterogeneous":[137],"dynamic":[139],"environment.":[141],"To":[142],"avoid":[143],"any":[144],"issues,":[146],"lightweight":[150],"image":[151,156,170],"cryptosystem":[152,171],"parameterized":[153],"protect":[155],"contents":[157],"according":[158],"requirement.":[162],"simulation":[164],"results":[165],"show":[166],"that":[167],"our":[168,187],"proposed":[169,198],"has":[172],"favorable":[173],"encryption":[174],"properties":[175],"cipher-images":[178],"are":[179],"learnable":[180],"AI":[183],"model.":[184],"In":[185],"addition,":[186],"strategy":[190],"efficiently":[191],"kept":[192],"up-to-date,":[195],"strategy,":[202],"model\u2019s":[205],"performance":[206],"improved":[207],"up":[208],"13%":[210],"for":[211,215],"plain-images":[212],"18%":[214],"cipher-images.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
