{"id":"https://openalex.org/W7126021569","doi":"https://doi.org/10.1109/bibm66473.2025.11356029","title":"Elevating Medical Image Security: A Cryptographic Framework Integrating Hyperchaotic Map and GRU","display_name":"Elevating Medical Image Security: A Cryptographic Framework Integrating Hyperchaotic Map and GRU","publication_year":2025,"publication_date":"2025-12-15","ids":{"openalex":"https://openalex.org/W7126021569","doi":"https://doi.org/10.1109/bibm66473.2025.11356029"},"language":null,"primary_location":{"id":"doi:10.1109/bibm66473.2025.11356029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5124262046","display_name":"Weixuan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixuan Li","raw_affiliation_strings":["Guangdong University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124244472","display_name":"Guang Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I182722699","display_name":"Shenzhen Polytechnic University","ror":"https://ror.org/00d2w9g53","country_code":"CN","type":"education","lineage":["https://openalex.org/I182722699"]},{"id":"https://openalex.org/I4210120584","display_name":"The Polytechnic University of Japan","ror":"https://ror.org/02f0psx94","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210120584"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Guang Yu","raw_affiliation_strings":["School of Electronic and Communication Engineering, Shenzhen Polytechnic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Communication Engineering, Shenzhen Polytechnic University","institution_ids":["https://openalex.org/I182722699","https://openalex.org/I4210120584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057157755","display_name":"Quanjun Li","orcid":"https://orcid.org/0009-0007-5149-242X"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanjun Li","raw_affiliation_strings":["Guangdong University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008532258","display_name":"Junhua Zhou","orcid":"https://orcid.org/0000-0002-5538-6671"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhua Zhou","raw_affiliation_strings":["Guangdong University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042638710","display_name":"Jiajun Chen","orcid":"https://orcid.org/0009-0006-0990-1544"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Chen","raw_affiliation_strings":["Guangdong University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035148258","display_name":"Yihang Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I182722699","display_name":"Shenzhen Polytechnic University","ror":"https://ror.org/00d2w9g53","country_code":"CN","type":"education","lineage":["https://openalex.org/I182722699"]},{"id":"https://openalex.org/I4210120584","display_name":"The Polytechnic University of Japan","ror":"https://ror.org/02f0psx94","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210120584"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Yihang Dong","raw_affiliation_strings":["School of Electronic and Communication Engineering, Shenzhen Polytechnic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Communication Engineering, Shenzhen Polytechnic University","institution_ids":["https://openalex.org/I182722699","https://openalex.org/I4210120584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124263397","display_name":"Mengqian Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I182722699","display_name":"Shenzhen Polytechnic University","ror":"https://ror.org/00d2w9g53","country_code":"CN","type":"education","lineage":["https://openalex.org/I182722699"]},{"id":"https://openalex.org/I4210120584","display_name":"The Polytechnic University of Japan","ror":"https://ror.org/02f0psx94","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210120584"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Mengqian Wang","raw_affiliation_strings":["School of Electronic and Communication Engineering, Shenzhen Polytechnic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Communication Engineering, Shenzhen Polytechnic University","institution_ids":["https://openalex.org/I182722699","https://openalex.org/I4210120584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121462544","display_name":"Zimeng Li","orcid":null},"institutions":[{"id":"https://openalex.org/I182722699","display_name":"Shenzhen Polytechnic University","ror":"https://ror.org/00d2w9g53","country_code":"CN","type":"education","lineage":["https://openalex.org/I182722699"]},{"id":"https://openalex.org/I4210120584","display_name":"The Polytechnic University of Japan","ror":"https://ror.org/02f0psx94","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210120584"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Zimeng Li","raw_affiliation_strings":["School of Electronic and Communication Engineering, Shenzhen Polytechnic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Communication Engineering, Shenzhen Polytechnic University","institution_ids":["https://openalex.org/I182722699","https://openalex.org/I4210120584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101046775","display_name":"Changwei Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I182722699","display_name":"Shenzhen Polytechnic University","ror":"https://ror.org/00d2w9g53","country_code":"CN","type":"education","lineage":["https://openalex.org/I182722699"]},{"id":"https://openalex.org/I4210120584","display_name":"The Polytechnic University of Japan","ror":"https://ror.org/02f0psx94","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210120584"]}],"countries":["CN","JP"],"is_corresponding":false,"raw_author_name":"Changwei Gong","raw_affiliation_strings":["School of Electronic and Communication Engineering, Shenzhen Polytechnic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Communication Engineering, Shenzhen Polytechnic University","institution_ids":["https://openalex.org/I182722699","https://openalex.org/I4210120584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124152363","display_name":"Lin Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Tang","raw_affiliation_strings":["Fuzhou University, Zhicheng College"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fuzhou University, Zhicheng College","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124282110","display_name":"Xuhang Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I93477617","display_name":"Huizhou University","ror":"https://ror.org/03q3s7962","country_code":"CN","type":"education","lineage":["https://openalex.org/I93477617"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuhang Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Huizhou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Huizhou University","institution_ids":["https://openalex.org/I93477617"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2371","last_page":"2376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9879000186920166,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9879000186920166,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.007300000172108412,"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":0.0007999999797903001,"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":0.7717000246047974},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.6527000069618225},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6144999861717224},{"id":"https://openalex.org/keywords/pseudorandom-number-generator","display_name":"Pseudorandom number generator","score":0.5789999961853027},{"id":"https://openalex.org/keywords/probabilistic-encryption","display_name":"Probabilistic encryption","score":0.5317999720573425},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.5131000280380249},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.503600001335144},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4844000041484833},{"id":"https://openalex.org/keywords/multiple-encryption","display_name":"Multiple encryption","score":0.44369998574256897}],"concepts":[{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7717000246047974},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.6527000069618225},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6144999861717224},{"id":"https://openalex.org/C140642157","wikidata":"https://www.wikidata.org/wiki/Q1623338","display_name":"Pseudorandom number generator","level":2,"score":0.5789999961853027},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5579000115394592},{"id":"https://openalex.org/C54569210","wikidata":"https://www.wikidata.org/wiki/Q7246854","display_name":"Probabilistic encryption","level":3,"score":0.5317999720573425},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.5131000280380249},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5044999718666077},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.503600001335144},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4844000041484833},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47369998693466187},{"id":"https://openalex.org/C184685986","wikidata":"https://www.wikidata.org/wiki/Q3505167","display_name":"Multiple encryption","level":3,"score":0.44369998574256897},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.42329999804496765},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.41370001435279846},{"id":"https://openalex.org/C25818197","wikidata":"https://www.wikidata.org/wiki/Q7255477","display_name":"Pseudorandom permutation","level":4,"score":0.3725999891757965},{"id":"https://openalex.org/C57795399","wikidata":"https://www.wikidata.org/wiki/Q5265706","display_name":"Deterministic encryption","level":4,"score":0.37130001187324524},{"id":"https://openalex.org/C200985842","wikidata":"https://www.wikidata.org/wiki/Q3375503","display_name":"Random permutation","level":3,"score":0.3375999927520752},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.33390000462532043},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.32910001277923584},{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.3127000033855438},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.29739999771118164},{"id":"https://openalex.org/C2983793180","wikidata":"https://www.wikidata.org/wiki/Q166314","display_name":"Chaotic map","level":3,"score":0.27619999647140503},{"id":"https://openalex.org/C150817343","wikidata":"https://www.wikidata.org/wiki/Q875932","display_name":"Digital watermarking","level":3,"score":0.2761000096797943},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27399998903274536},{"id":"https://openalex.org/C122760801","wikidata":"https://www.wikidata.org/wiki/Q2552011","display_name":"Watermarking attack","level":5,"score":0.2632000148296356},{"id":"https://openalex.org/C134765980","wikidata":"https://www.wikidata.org/wiki/Q879126","display_name":"Bitwise operation","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2614000141620636},{"id":"https://openalex.org/C158215988","wikidata":"https://www.wikidata.org/wiki/Q4637271","display_name":"40-bit encryption","level":3,"score":0.258899986743927},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.2551000118255615}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm66473.2025.11356029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5955408215522766}],"awards":[{"id":"https://openalex.org/G1139125032","display_name":null,"funder_award_id":"2024A1515140010","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G454326399","display_name":null,"funder_award_id":"6025310023K","funder_id":"https://openalex.org/F4320313851","funder_display_name":"Shenzhen Polytechnic"},{"id":"https://openalex.org/G8385238156","display_name":null,"funder_award_id":"62501412","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320313851","display_name":"Shenzhen Polytechnic","ror":"https://ror.org/00d2w9g53"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1978841552","https://openalex.org/W1990027217","https://openalex.org/W2064675550","https://openalex.org/W2150544065","https://openalex.org/W2157331557","https://openalex.org/W2239443241","https://openalex.org/W2901111372","https://openalex.org/W2909614522","https://openalex.org/W2912937820","https://openalex.org/W2922239620","https://openalex.org/W2940705568","https://openalex.org/W2952974476","https://openalex.org/W2999435040","https://openalex.org/W3004257937","https://openalex.org/W3044259267","https://openalex.org/W3133565686","https://openalex.org/W3137710647","https://openalex.org/W3139219920","https://openalex.org/W3195414324","https://openalex.org/W3215931640","https://openalex.org/W4285217427","https://openalex.org/W4287836475","https://openalex.org/W4307816037","https://openalex.org/W4313328759","https://openalex.org/W4382458974","https://openalex.org/W4382459088","https://openalex.org/W4386065718","https://openalex.org/W4394582123","https://openalex.org/W4399562496","https://openalex.org/W4402669230","https://openalex.org/W4402753815","https://openalex.org/W4406261673","https://openalex.org/W4408353269","https://openalex.org/W4412511526"],"related_works":[],"abstract_inverted_index":{"Chaotic":[0],"systems":[1],"play":[2],"a":[3,69,85,125],"key":[4],"role":[5],"in":[6],"modern":[7],"image":[8,130],"encryption":[9,25,105],"due":[10],"to":[11,14,97],"their":[12],"sensitivity":[13],"initial":[15],"conditions,":[16],"ergodicity,":[17],"and":[18,34,36,73,78,94,103,113],"complex":[19],"dynamics.":[20],"However,":[21],"many":[22],"existing":[23],"chaos-based":[24],"methods":[26],"suffer":[27],"from":[28],"vulnerabilities,":[29],"such":[30],"as":[31],"inade-quate":[32],"permutation":[33,87],"diffusion,":[35],"suboptimal":[37],"pseudorandom":[38,75],"properties.":[39],"To":[40],"address":[41],"these":[42],"issues,":[43],"this":[44,137],"paper":[45],"presents":[46],"the":[47,79],"Knot-like":[48,80],"Unique":[49,81],"Novel-Scan":[50,82],"Image":[51],"Encryption":[52],"(Kun-IE).":[53],"The":[54,60,132],"framework":[55],"comprises":[56],"two":[57],"main":[58],"components:":[59],"2D":[61],"Sin\u2013Cos":[62],"Pi":[63],"Hyperchaotic":[64],"Map":[65],"(2D-SCPHM),":[66],"which":[67],"provides":[68],"broader":[70],"chaotic":[71],"range":[72],"superior":[74],"sequence":[76],"generation,":[77],"Algorithm":[83],"(Kun-SCAN),":[84],"novel":[86],"mechanism":[88],"that":[89],"markedly":[90],"reduces":[91],"pixel":[92],"correlations":[93],"enhances":[95],"resistance":[96],"statistical":[98],"attacks.":[99],"Kun-IE":[100],"is":[101,134],"flexible":[102],"supports":[104],"for":[106,128],"images":[107],"of":[108],"any":[109],"size.":[110],"Experimental":[111],"results":[112],"security":[114],"analyses":[115],"demonstrate":[116],"its":[117],"robustness":[118],"against":[119],"various":[120],"cryptanalytic":[121],"attacks,":[122],"making":[123],"it":[124],"strong":[126],"solution":[127],"secure":[129],"communication.":[131],"code":[133],"available":[135],"at":[136],"link.":[138]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-01-30T00:00:00"}
