{"id":"https://openalex.org/W4399216575","doi":"https://doi.org/10.1007/s11623-024-1938-6","title":"Anonymization of Faces","display_name":"Anonymization of Faces","publication_year":2024,"publication_date":"2024-05-31","ids":{"openalex":"https://openalex.org/W4399216575","doi":"https://doi.org/10.1007/s11623-024-1938-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11623-024-1938-6","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s11623-024-1938-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11623-024-1938-6.pdf","source":{"id":"https://openalex.org/S95818940","display_name":"Datenschutz und Datensicherheit - DuD","issn_l":"1614-0702","issn":["1614-0702","1862-2607"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Datenschutz und Datensicherheit - DuD","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11623-024-1938-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090491669","display_name":"Fabio Hellmann","orcid":"https://orcid.org/0000-0001-6404-0827"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Fabio Hellmann","raw_affiliation_strings":["Universit\u00e4t Augsburg, Augsburg, Deutschland"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t Augsburg, Augsburg, Deutschland","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056684559","display_name":"Elisabeth Andr\u00e9","orcid":"https://orcid.org/0000-0002-2367-162X"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Elisabeth Andr\u00e9","raw_affiliation_strings":["Universit\u00e4t Augsburg, Augsburg, Deutschland"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t Augsburg, Augsburg, Deutschland","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072628070","display_name":"Mohamed Benouis","orcid":"https://orcid.org/0000-0002-9107-9329"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mohamed Benouis","raw_affiliation_strings":["Universit\u00e4t Augsburg, Augsburg, Deutschland"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t Augsburg, Augsburg, Deutschland","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098960785","display_name":"Benedikt Buchner","orcid":null},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benedikt Buchner","raw_affiliation_strings":["Universit\u00e4t Augsburg, Augsburg, Deutschland"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t Augsburg, Augsburg, Deutschland","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043580137","display_name":"Silvan Mertes","orcid":"https://orcid.org/0000-0001-5230-5218"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Silvan Mertes","raw_affiliation_strings":["Universit\u00e4t Augsburg, Augsburg, Deutschland"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t Augsburg, Augsburg, Deutschland","institution_ids":["https://openalex.org/I179225836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5090491669"],"corresponding_institution_ids":["https://openalex.org/I179225836"],"apc_list":{"value":2490,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2490,"currency":"EUR","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06684587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"48","issue":"6","first_page":"364","last_page":"367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.857699990272522,"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/T11448","display_name":"Face recognition and analysis","score":0.857699990272522,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.8296999931335449,"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":0.49471113085746765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49471113085746765}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11623-024-1938-6","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s11623-024-1938-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11623-024-1938-6.pdf","source":{"id":"https://openalex.org/S95818940","display_name":"Datenschutz und Datensicherheit - DuD","issn_l":"1614-0702","issn":["1614-0702","1862-2607"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Datenschutz und Datensicherheit - DuD","raw_type":"journal-article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:113250","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-1132502","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/113250/113250.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:article"}],"best_oa_location":{"id":"doi:10.1007/s11623-024-1938-6","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s11623-024-1938-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11623-024-1938-6.pdf","source":{"id":"https://openalex.org/S95818940","display_name":"Datenschutz und Datensicherheit - DuD","issn_l":"1614-0702","issn":["1614-0702","1862-2607"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Datenschutz und Datensicherheit - DuD","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G5168466499","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"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/W4399216575.pdf"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W2473418344","https://openalex.org/W2769823506","https://openalex.org/W2884985453","https://openalex.org/W2914794838","https://openalex.org/W3012140936","https://openalex.org/W3136302944","https://openalex.org/W4312937923","https://openalex.org/W4313303607","https://openalex.org/W4319300095","https://openalex.org/W4319300743","https://openalex.org/W4368755511"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Zusammenfassung":[0],"This":[1],"paper":[2],"explores":[3],"face":[4,68],"anonymization":[5,69,89],"techniques":[6],"in":[7,29],"the":[8,11,23,48,56,72,78,82],"context":[9],"of":[10,26],"General":[12],"Data":[13],"Protection":[14],"Regulation":[15],"(GDPR)":[16],"amidst":[17],"growing":[18],"privacy":[19],"concerns":[20],"due":[21],"to":[22,44,85],"widespread":[24],"use":[25],"personal":[27],"data":[28,74],"machine":[30],"learning.":[31],"We":[32],"focus":[33],"on":[34],"unstructured":[35],"data,":[36,39],"specifically":[37],"facial":[38],"and":[40,55,81],"discuss":[41],"two":[42],"approaches":[43],"assessing":[45],"re-identification":[46],"risks:":[47],"risk-":[49],"based":[50],"approach":[51],"supported":[52],"by":[53],"GDPR":[54],"zero":[57],"or":[58],"strict":[59],"approach.":[60],"Emphasizing":[61],"a":[62],"process-oriented":[63],"perspective,":[64],"we":[65],"argue":[66],"that":[67],"should":[70],"consider":[71],"overall":[73],"processing":[75],"context,":[76],"including":[77],"actors":[79],"involved":[80],"measures":[83],"taken,":[84],"achieve":[86],"legally":[87],"secure":[88],"under":[90],"GDPR\u2019s":[91],"stringent":[92],"requirements.":[93]},"counts_by_year":[],"updated_date":"2026-03-22T08:09:32.410652","created_date":"2025-10-10T00:00:00"}