{"id":"https://openalex.org/W4414538825","doi":"https://doi.org/10.1109/icc52391.2025.11161692","title":"Daen: a Dual-Adversarial Medical Image Encryption Network for Secure Healthcare","display_name":"Daen: a Dual-Adversarial Medical Image Encryption Network for Secure Healthcare","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414538825","doi":"https://doi.org/10.1109/icc52391.2025.11161692"},"language":"en","primary_location":{"id":"doi:10.1109/icc52391.2025.11161692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","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/A5113640870","display_name":"Yu Wei","orcid":"https://orcid.org/0009-0005-5635-1795"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yinlai Wei","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China"],"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082157133","display_name":"Peng He","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng He","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China"],"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031886715","display_name":"Yaping Cui","orcid":"https://orcid.org/0000-0003-2276-8881"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaping Cui","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China"],"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100416785","display_name":"Dapeng Wu","orcid":"https://orcid.org/0000-0003-2105-9418"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dapeng Wu","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China"],"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015476236","display_name":"Ruyan Wang","orcid":"https://orcid.org/0000-0003-3109-4807"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruyan Wang","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China"],"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications,Chongqing,China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5113640870"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27701703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"416","last_page":"421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9969000220298767,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9937000274658203,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9789999723434448,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.8267999887466431},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46799999475479126},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.46059998869895935},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.3961000144481659},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.37540000677108765},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.36410000920295715},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.35440000891685486},{"id":"https://openalex.org/keywords/probabilistic-encryption","display_name":"Probabilistic encryption","score":0.35409998893737793}],"concepts":[{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.8267999887466431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6863999962806702},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5101000070571899},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46799999475479126},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.46059998869895935},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.3961000144481659},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.37540000677108765},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.36410000920295715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36399999260902405},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.35440000891685486},{"id":"https://openalex.org/C54569210","wikidata":"https://www.wikidata.org/wiki/Q7246854","display_name":"Probabilistic encryption","level":3,"score":0.35409998893737793},{"id":"https://openalex.org/C7646194","wikidata":"https://www.wikidata.org/wiki/Q4818713","display_name":"Attribute-based encryption","level":4,"score":0.3474999964237213},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3328999876976013},{"id":"https://openalex.org/C2780221543","wikidata":"https://www.wikidata.org/wiki/Q4681865","display_name":"Cipher","level":3,"score":0.32919999957084656},{"id":"https://openalex.org/C147977885","wikidata":"https://www.wikidata.org/wiki/Q117010","display_name":"On-the-fly encryption","level":3,"score":0.3278000056743622},{"id":"https://openalex.org/C93974786","wikidata":"https://www.wikidata.org/wiki/Q1589480","display_name":"Ciphertext","level":3,"score":0.3109000027179718},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.303600013256073},{"id":"https://openalex.org/C184685986","wikidata":"https://www.wikidata.org/wiki/Q3505167","display_name":"Multiple encryption","level":3,"score":0.3028999865055084},{"id":"https://openalex.org/C158215988","wikidata":"https://www.wikidata.org/wiki/Q4637271","display_name":"40-bit encryption","level":3,"score":0.2863999903202057},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2799000144004822},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27300000190734863},{"id":"https://openalex.org/C9368797","wikidata":"https://www.wikidata.org/wiki/Q117010","display_name":"Disk encryption","level":4,"score":0.2667999863624573},{"id":"https://openalex.org/C57795399","wikidata":"https://www.wikidata.org/wiki/Q5265706","display_name":"Deterministic encryption","level":4,"score":0.2522999942302704},{"id":"https://openalex.org/C73884952","wikidata":"https://www.wikidata.org/wiki/Q1362556","display_name":"Teleradiology","level":4,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc52391.2025.11161692","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161692","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1904878066","https://openalex.org/W2988407809","https://openalex.org/W3015896431","https://openalex.org/W3096831136","https://openalex.org/W3194478349","https://openalex.org/W4220955593","https://openalex.org/W4282923875","https://openalex.org/W4288391520","https://openalex.org/W4313145330","https://openalex.org/W4324116446","https://openalex.org/W4380520419","https://openalex.org/W4381733142","https://openalex.org/W4392745589","https://openalex.org/W4394994629","https://openalex.org/W4396214332"],"related_works":[],"abstract_inverted_index":{"Telemedicine":[0],"significantly":[1],"reduces":[2],"patients'":[3,20],"medical":[4,45,107,126,147],"treatment":[5],"time":[6],"and":[7,23,65,84,98,103,117,136],"costs.":[8],"Medical":[9],"images":[10,127],"play":[11],"an":[12,61,80],"important":[13],"role":[14],"in":[15],"telemedicine":[16],"services,":[17],"which":[18,143],"contain":[19],"private":[21],"information":[22,133],"face":[24],"the":[25,33,56,77,106,113,118,122],"risk":[26],"of":[27,79],"illegal":[28],"access":[29],"when":[30],"transmitted":[31],"over":[32],"network,":[34],"leading":[35],"to":[36,87,139],"patient":[37,52],"privacy":[38],"leakage.":[39],"This":[40],"paper":[41],"proposes":[42],"a":[43],"dual-adversarial":[44],"image":[46,57,62,72,83,148],"encryption":[47,58,141],"network":[48,89],"(DAEN)":[49],"for":[50,71],"protecting":[51],"privacy.":[53],"We":[54],"formulate":[55],"problem":[59],"as":[60],"conversion":[63],"task":[64],"design":[66],"two":[67],"paired":[68],"adversarial":[69,101],"networks":[70,92],"transformation.":[73],"Furthermore,":[74],"we":[75],"analyze":[76],"characteristics":[78],"ideal":[81],"cipher":[82],"construct":[85],"pseudo-ciphertext":[86],"guide":[88],"training.":[90],"The":[91],"generate":[93],"keys":[94],"with":[95],"strong":[96],"randomness":[97],"sensitivity":[99],"through":[100],"training":[102],"dynamically":[104],"encrypt":[105,125],"images.":[108],"Experiments":[109],"are":[110],"conducted":[111],"on":[112],"Chest":[114],"X-ray":[115],"dataset,":[116],"results":[119],"show":[120],"that":[121],"DAEN":[123],"can":[124,144],"into":[128],"meaningless":[129],"images,":[130],"achieving":[131],"high":[132],"entropy,":[134],"NPCR,":[135],"UCAI":[137],"compared":[138],"advanced":[140],"algorithms,":[142],"effectively":[145],"secure":[146],"transmission.":[149]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}
