{"id":"https://openalex.org/W4352990783","doi":"https://doi.org/10.2352/ei.2023.35.4.mwsf-375","title":"Predicting positions of flipped bits in robust image hashes","display_name":"Predicting positions of flipped bits in robust image hashes","publication_year":2023,"publication_date":"2023-01-16","ids":{"openalex":"https://openalex.org/W4352990783","doi":"https://doi.org/10.2352/ei.2023.35.4.mwsf-375"},"language":"en","primary_location":{"id":"doi:10.2352/ei.2023.35.4.mwsf-375","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2352/ei.2023.35.4.mwsf-375","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/35/4/MWSF-375","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/35/4/MWSF-375","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033653516","display_name":"Marius Leon Hammann","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Marius Leon Hammann","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056579435","display_name":"Martin Steinebach","orcid":"https://orcid.org/0000-0002-0240-0388"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin Steinebach","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101969500","display_name":"Huajian Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huajian Liu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5026031139","display_name":"Niklas Bunzel","orcid":"https://orcid.org/0000-0002-8921-1562"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Niklas Bunzel","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033653516"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3554,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.56948432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"35","issue":"4","first_page":"375","last_page":""},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9988999962806702,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9988999962806702,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9980000257492065,"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":0.9976999759674072,"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/hash-function","display_name":"Hash function","score":0.8498005867004395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7483578324317932},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7002538442611694},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.6166470646858215},{"id":"https://openalex.org/keywords/cryptographic-hash-function","display_name":"Cryptographic hash function","score":0.5635836720466614},{"id":"https://openalex.org/keywords/security-of-cryptographic-hash-functions","display_name":"Security of cryptographic hash functions","score":0.5502753257751465},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5102241039276123},{"id":"https://openalex.org/keywords/swifft","display_name":"SWIFFT","score":0.505976140499115},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3802288770675659},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3618629574775696},{"id":"https://openalex.org/keywords/double-hashing","display_name":"Double hashing","score":0.3473980724811554},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1518794596195221}],"concepts":[{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.8498005867004395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7483578324317932},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7002538442611694},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.6166470646858215},{"id":"https://openalex.org/C7608002","wikidata":"https://www.wikidata.org/wiki/Q477202","display_name":"Cryptographic hash function","level":3,"score":0.5635836720466614},{"id":"https://openalex.org/C165511393","wikidata":"https://www.wikidata.org/wiki/Q7252276","display_name":"Security of cryptographic hash functions","level":5,"score":0.5502753257751465},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5102241039276123},{"id":"https://openalex.org/C133358856","wikidata":"https://www.wikidata.org/wiki/Q7395188","display_name":"SWIFFT","level":5,"score":0.505976140499115},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3802288770675659},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3618629574775696},{"id":"https://openalex.org/C138111711","wikidata":"https://www.wikidata.org/wiki/Q478351","display_name":"Double hashing","level":4,"score":0.3473980724811554},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1518794596195221},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2352/ei.2023.35.4.mwsf-375","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2352/ei.2023.35.4.mwsf-375","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/35/4/MWSF-375","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/439316","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/439316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.2352/ei.2023.35.4.mwsf-375","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2352/ei.2023.35.4.mwsf-375","pdf_url":"https://library.imaging.org/admin/apis/public/api/ist/website/downloadArticle/ei/35/4/MWSF-375","source":{"id":"https://openalex.org/S4210227276","display_name":"Electronic Imaging","issn_l":"2470-1173","issn":["2470-1173"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6600000262260437}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4352990783.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1603161560","https://openalex.org/W2227130482","https://openalex.org/W2258873926","https://openalex.org/W1773180899","https://openalex.org/W2039840393","https://openalex.org/W2596032778","https://openalex.org/W2614794641","https://openalex.org/W2300139452","https://openalex.org/W3131536981","https://openalex.org/W2741570444"],"abstract_inverted_index":{"Both":[0],"robust":[1,32,53],"and":[2,8,16],"cryptographic":[3,17,38,61],"hash":[4,79],"methods":[5,41],"have":[6],"advantages":[7],"disadvantages.":[9],"It":[10],"would":[11],"be":[12,20,35,43,85,99],"ideal":[13],"if":[14],"robustness":[15],"confidentiality":[18],"could":[19],"combined.":[21],"The":[22],"problem":[23],"here":[24],"is":[25],"that":[26,80,95],"the":[27,48,75,109,114],"concept":[28],"of":[29,31,50,52,77],"similarity":[30],"hashes":[33,54],"cannot":[34],"applied":[36],"to":[37,45,73,84,101],"hashes.":[39],"Therefore,":[40],"must":[42],"developed":[44],"reliably":[46],"intercept":[47],"degrees":[49],"freedom":[51],"before":[55],"they":[56],"are":[57,81],"included":[58],"in":[59,113],"a":[60,78,90,103],"hash,":[62],"but":[63],"without":[64],"losing":[65],"their":[66],"robustness.":[67],"To":[68],"achieve":[69],"this,":[70],"we":[71],"need":[72],"predict":[74],"bits":[76],"most":[82],"likely":[83],"modified,":[86],"for":[87],"example":[88],"after":[89],"JPEG":[91],"compression.":[92],"We":[93],"show":[94],"machine":[96],"learning":[97],"can":[98],"used":[100],"make":[102],"much":[104],"more":[105],"reliable":[106],"prediction":[107],"than":[108],"approaches":[110],"previously":[111],"discussed":[112],"literature.":[115]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
