{"id":"https://openalex.org/W4388405380","doi":"https://doi.org/10.1109/kse59128.2023.10299433","title":"A Novel Privacy-Preserving Deep Learning Scheme for the Classification of Covid-19 in Chest X-Ray Images","display_name":"A Novel Privacy-Preserving Deep Learning Scheme for the Classification of Covid-19 in Chest X-Ray Images","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4388405380","doi":"https://doi.org/10.1109/kse59128.2023.10299433"},"language":"en","primary_location":{"id":"doi:10.1109/kse59128.2023.10299433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse59128.2023.10299433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-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/A5002312869","display_name":"Anh-Tu Tran","orcid":"https://orcid.org/0000-0002-8403-865X"},"institutions":[{"id":"https://openalex.org/I4210155035","display_name":"Academy of Cryptography Techniques","ror":"https://ror.org/05nfbnp91","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210155035"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Anh-Tu Tran","raw_affiliation_strings":["Academy of Cryptography Techniques,Hanoi,Vietnam","Academy of Cryptography Techniques, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Academy of Cryptography Techniques,Hanoi,Vietnam","institution_ids":["https://openalex.org/I4210155035"]},{"raw_affiliation_string":"Academy of Cryptography Techniques, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4210155035"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093203722","display_name":"Xuan-Sang Pham","orcid":null},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Xuan-Sang Pham","raw_affiliation_strings":["Hanoi University of Science &#x0026; Technology,Hanoi,Vietnam"],"affiliations":[{"raw_affiliation_string":"Hanoi University of Science &#x0026; Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I94518387"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002312869"],"corresponding_institution_ids":["https://openalex.org/I4210155035"],"apc_list":null,"apc_paid":null,"fwci":0.2363,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6088562,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9986000061035156,"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/T10862","display_name":"AI in cancer detection","score":0.9908000230789185,"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":0.7494338750839233},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6597923040390015},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6323140859603882},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.5807805061340332},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5388187766075134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5260289311408997},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.521088719367981},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.47995948791503906},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4793035089969635},{"id":"https://openalex.org/keywords/elliptic-curve-cryptography","display_name":"Elliptic curve cryptography","score":0.4467747211456299},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4438782036304474},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4157904386520386},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38438236713409424},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.26890748739242554},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20760035514831543},{"id":"https://openalex.org/keywords/public-key-cryptography","display_name":"Public-key cryptography","score":0.12456721067428589},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10580718517303467},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09257835149765015}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7494338750839233},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6597923040390015},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6323140859603882},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.5807805061340332},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5388187766075134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5260289311408997},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.521088719367981},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.47995948791503906},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4793035089969635},{"id":"https://openalex.org/C167615521","wikidata":"https://www.wikidata.org/wiki/Q1048911","display_name":"Elliptic curve cryptography","level":4,"score":0.4467747211456299},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4438782036304474},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4157904386520386},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38438236713409424},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.26890748739242554},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20760035514831543},{"id":"https://openalex.org/C203062551","wikidata":"https://www.wikidata.org/wiki/Q201339","display_name":"Public-key cryptography","level":3,"score":0.12456721067428589},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10580718517303467},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09257835149765015},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"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":1,"locations":[{"id":"doi:10.1109/kse59128.2023.10299433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse59128.2023.10299433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2051267297","https://openalex.org/W2108598243","https://openalex.org/W2283463896","https://openalex.org/W2887995258","https://openalex.org/W3012501605","https://openalex.org/W3013277995","https://openalex.org/W3018763859","https://openalex.org/W3086590218","https://openalex.org/W3094948156","https://openalex.org/W3135057764","https://openalex.org/W4297687186","https://openalex.org/W6637373629","https://openalex.org/W6729007826"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4375867731","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4322486674"],"abstract_inverted_index":{"Due":[0],"to":[1,26,87],"its":[2],"efficiency,":[3],"deep":[4,35],"learning":[5,36,52],"is":[6,48,98],"increasingly":[7],"used":[8],"in":[9],"healthcare,":[10],"necessitating":[11],"stringent":[12],"data":[13],"privacy":[14,21,93,103],"and":[15,20,53],"protection":[16],"measures.":[17],"The":[18,45,95],"DL":[19],"communities":[22],"must":[23],"work":[24],"together":[25],"overcome":[27],"the":[28,54,67,88],"gap.":[29],"This":[30],"research":[31],"presents":[32],"a":[33,75],"privacy-preserving":[34],"(PPDL)-based":[37],"technique":[38],"for":[39],"securing":[40],"Chest":[41],"X-ray":[42],"image":[43],"classification.":[44],"suggested":[46],"framework":[47,82],"based":[49],"on":[50,66],"federated":[51],"secure":[55],"multi-party":[56],"computation":[57],"(SMC)":[58],"protocol":[59],"with":[60],"elliptic":[61],"curve":[62],"cryptography.":[63],"Experiment":[64],"findings":[65],"COVID-19":[68],"Radiography":[69],"database":[70],"reveal":[71],"that":[72],"when":[73],"choosing":[74],"suitable":[76],"number":[77],"of":[78],"clients,":[79],"our":[80],"proposed":[81,96],"achieves":[83],"an":[84],"accuracy":[85],"close":[86],"original":[89],"centralized":[90],"setting":[91],"without":[92],"enhancement.":[94],"model":[97],"highly":[99],"accurate":[100],"while":[101],"avoiding":[102],"leaks.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
