{"id":"https://openalex.org/W4404779607","doi":"https://doi.org/10.1007/978-3-031-78049-3_12","title":"Application of Benford\u2019s Law to the Identification of Non-authentic Digital Images","display_name":"Application of Benford\u2019s Law to the Identification of Non-authentic Digital Images","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4404779607","doi":"https://doi.org/10.1007/978-3-031-78049-3_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-78049-3_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78049-3_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5103055827","display_name":"Jaros\u0142aw Kobiela","orcid":"https://orcid.org/0000-0001-6706-6547"},"institutions":[{"id":"https://openalex.org/I170583851","display_name":"University of Opole","ror":"https://ror.org/04gbpnx96","country_code":"PL","type":"education","lineage":["https://openalex.org/I170583851"]},{"id":"https://openalex.org/I4210087266","display_name":"Institute of Computer Science","ror":"https://ror.org/003fvp964","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210087266","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Jaroslaw Kobiela","raw_affiliation_strings":["Institute of Computer Science, University of Opole, Opole, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Opole, Opole, Poland","institution_ids":["https://openalex.org/I170583851","https://openalex.org/I4210087266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055532207","display_name":"Piotr Dzierwa","orcid":"https://orcid.org/0000-0001-7131-4443"},"institutions":[{"id":"https://openalex.org/I4210087266","display_name":"Institute of Computer Science","ror":"https://ror.org/003fvp964","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210087266","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I170583851","display_name":"University of Opole","ror":"https://ror.org/04gbpnx96","country_code":"PL","type":"education","lineage":["https://openalex.org/I170583851"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Dzierwa","raw_affiliation_strings":["Institute of Computer Science, University of Opole, Opole, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Opole, Opole, Poland","institution_ids":["https://openalex.org/I170583851","https://openalex.org/I4210087266"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103055827"],"corresponding_institution_ids":["https://openalex.org/I170583851","https://openalex.org/I4210087266"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47666157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9998000264167786,"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":0.9998000264167786,"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/T13720","display_name":"Benford\u2019s Law and Fraud Detection","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9405999779701233,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7482562065124512},{"id":"https://openalex.org/keywords/benfords-law","display_name":"Benford's law","score":0.7293550968170166},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5226773619651794},{"id":"https://openalex.org/keywords/digital-image","display_name":"Digital image","score":0.5012097358703613},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40264439582824707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3872118592262268},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.33544546365737915},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2386954128742218},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17961019277572632},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10607793927192688},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08400720357894897}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7482562065124512},{"id":"https://openalex.org/C152636012","wikidata":"https://www.wikidata.org/wiki/Q817168","display_name":"Benford's law","level":2,"score":0.7293550968170166},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5226773619651794},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.5012097358703613},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40264439582824707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3872118592262268},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.33544546365737915},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2386954128742218},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17961019277572632},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10607793927192688},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08400720357894897},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-78049-3_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78049-3_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1519689712","https://openalex.org/W2003158159","https://openalex.org/W2011430131","https://openalex.org/W2059515884","https://openalex.org/W2070040249","https://openalex.org/W2155319953","https://openalex.org/W2587836223","https://openalex.org/W2731865786","https://openalex.org/W2911424785","https://openalex.org/W2979431738","https://openalex.org/W2999790130","https://openalex.org/W3006562563","https://openalex.org/W3007419529","https://openalex.org/W3034530968","https://openalex.org/W3038930935","https://openalex.org/W3080699178","https://openalex.org/W3112493892","https://openalex.org/W3122852338","https://openalex.org/W3161986877","https://openalex.org/W3187275941","https://openalex.org/W3201667330","https://openalex.org/W4213089939","https://openalex.org/W4285056750","https://openalex.org/W4293083333","https://openalex.org/W4294234255","https://openalex.org/W4297229167","https://openalex.org/W4303982265","https://openalex.org/W4306760124","https://openalex.org/W4362636894"],"related_works":["https://openalex.org/W2734415684","https://openalex.org/W1980147927","https://openalex.org/W3186068795","https://openalex.org/W2165048824","https://openalex.org/W3124667545","https://openalex.org/W2254161145","https://openalex.org/W3208799667","https://openalex.org/W3128979240","https://openalex.org/W2388604329","https://openalex.org/W2067508358"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}