{"id":"https://openalex.org/W2952916286","doi":"https://doi.org/10.1145/3323873.3325020","title":"Integrity Verification in Medical Image Retrieval Systems using Spread Spectrum Steganography","display_name":"Integrity Verification in Medical Image Retrieval Systems using Spread Spectrum Steganography","publication_year":2019,"publication_date":"2019-06-05","ids":{"openalex":"https://openalex.org/W2952916286","doi":"https://doi.org/10.1145/3323873.3325020","mag":"2952916286"},"language":"en","primary_location":{"id":"doi:10.1145/3323873.3325020","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3323873.3325020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 on International Conference on Multimedia Retrieval","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/A5076460501","display_name":"Peter U. Eze","orcid":"https://orcid.org/0000-0003-0244-3668"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Peter Eze","raw_affiliation_strings":["University of Melbourne, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028396558","display_name":"Udaya Parampalli","orcid":"https://orcid.org/0000-0002-9798-0134"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Udaya Parampalli","raw_affiliation_strings":["University of Melbourne, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001602948","display_name":"Robin J. Evans","orcid":"https://orcid.org/0000-0002-7988-3189"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Robin Evans","raw_affiliation_strings":["University of Melbourne, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004490190","display_name":"Dongxi Liu","orcid":"https://orcid.org/0000-0002-0221-2571"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dongxi Liu","raw_affiliation_strings":["CSIRO, Data61, , Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO, Data61, , Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076460501"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":0.8164,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.77038228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"53","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.996999979019165,"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/T10862","display_name":"AI in cancer detection","score":0.9962999820709229,"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":0.7791469097137451},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"Region of interest","score":0.6306800246238708},{"id":"https://openalex.org/keywords/digital-watermarking","display_name":"Digital watermarking","score":0.6209174990653992},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6088044047355652},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5946882367134094},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5831036567687988},{"id":"https://openalex.org/keywords/watermark","display_name":"Watermark","score":0.5479417443275452},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5365747213363647},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.5072216987609863},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46315068006515503},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33835911750793457},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13836440443992615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7791469097137451},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.6306800246238708},{"id":"https://openalex.org/C150817343","wikidata":"https://www.wikidata.org/wiki/Q875932","display_name":"Digital watermarking","level":3,"score":0.6209174990653992},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6088044047355652},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5946882367134094},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5831036567687988},{"id":"https://openalex.org/C164112704","wikidata":"https://www.wikidata.org/wiki/Q7974348","display_name":"Watermark","level":3,"score":0.5479417443275452},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5365747213363647},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.5072216987609863},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46315068006515503},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33835911750793457},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13836440443992615}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3323873.3325020","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3323873.3325020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 on International Conference on Multimedia Retrieval","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/W1989434847","https://openalex.org/W2009785149","https://openalex.org/W2018669697","https://openalex.org/W2109376948","https://openalex.org/W2111997505","https://openalex.org/W2114770744","https://openalex.org/W2133665775","https://openalex.org/W2159498975","https://openalex.org/W2164604406","https://openalex.org/W2254735804","https://openalex.org/W2794825826","https://openalex.org/W2807123381","https://openalex.org/W2963946669","https://openalex.org/W2993273147","https://openalex.org/W3102785203"],"related_works":["https://openalex.org/W2019986539","https://openalex.org/W887168158","https://openalex.org/W2792664837","https://openalex.org/W2367329244","https://openalex.org/W2038639984","https://openalex.org/W2385289568","https://openalex.org/W2363832261","https://openalex.org/W2162914389","https://openalex.org/W1996482296","https://openalex.org/W3041129960"],"abstract_inverted_index":{"The":[0,89],"region":[1],"of":[2,5,25,40,105],"interest":[3],"(ROI)":[4],"medical":[6,62],"images":[7,80],"in":[8],"content-based":[9],"image":[10,28,56,63,86,92,124],"retrieval":[11,64,84],"(CBIR)":[12],"systems":[13],"often":[14],"require":[15],"content":[16],"authentication":[17],"and":[18,37,50,76,81],"verification.":[19,70],"This":[20],"is":[21,125],"because":[22],"adversarial":[23],"modification":[24],"the":[26,38,97,120,123],"stored":[27],"could":[29],"have":[30],"lethal":[31],"effect":[32],"on":[33,122],"research,":[34],"diagnostic":[35],"outcome":[36,39],"some":[41],"forensic":[42],"investigations.":[43],"In":[44],"this":[45],"work,":[46],"both":[47],"robust":[48],"watermarking":[49],"Fragile":[51],"Steganography":[52],"were":[53,74],"combined":[54],"with":[55,107],"search":[57,110],"features":[58,73,111],"to":[59],"design":[60],"a":[61],"system":[65],"that":[66],"incorporates":[67],"ROI":[68,72,98],"integrity":[69,87],"Original":[71],"pre-computed":[75],"embedded":[77],"into":[78],"archival":[79],"utilised":[82],"during":[83],"for":[85],"checks.":[88],"average":[90,104],"global":[91],"PSNR":[93,99],"was":[94,100],"38.36dB":[95],"while":[96],"maintained":[101],"at":[102,113],"an":[103],"46dB":[106],"all":[108],"watermark":[109],"retrieved":[112],"zero":[114],"bit":[115],"error":[116],"rate":[117],"(BER)":[118],"provided":[119],"attack":[121],"not":[126],"perceptible.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2025-10-10T00:00:00"}
