{"id":"https://openalex.org/W3119744058","doi":"https://doi.org/10.1007/s11042-020-10317-6","title":"Automated malware identification method using image descriptors and singular value decomposition","display_name":"Automated malware identification method using image descriptors and singular value decomposition","publication_year":2021,"publication_date":"2021-01-03","ids":{"openalex":"https://openalex.org/W3119744058","doi":"https://doi.org/10.1007/s11042-020-10317-6","mag":"3119744058"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-020-10317-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-10317-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-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/A5067752341","display_name":"T\u00fcrker Tuncer","orcid":"https://orcid.org/0000-0002-5126-6445"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Turker Tuncer","raw_affiliation_strings":["Department of Digital Forensics Engineering, College of Technology, Firat University, Elazig, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Digital Forensics Engineering, College of Technology, Firat University, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047672864","display_name":"Fatih Ertam","orcid":"https://orcid.org/0000-0002-9736-8068"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Fatih Ertam","raw_affiliation_strings":["Department of Digital Forensics Engineering, College of Technology, Firat University, Elazig, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Digital Forensics Engineering, College of Technology, Firat University, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040772000","display_name":"\u015eeng\u00fcl Do\u011fan","orcid":"https://orcid.org/0000-0001-9677-5684"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sengul Dogan","raw_affiliation_strings":["Department of Digital Forensics Engineering, College of Technology, Firat University, Elazig, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Digital Forensics Engineering, College of Technology, Firat University, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067752341"],"corresponding_institution_ids":["https://openalex.org/I143396566"],"apc_list":null,"apc_paid":null,"fwci":1.5387,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.82373473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"80","issue":"7","first_page":"10881","last_page":"10900"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9832000136375427,"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/computer-science","display_name":"Computer science","score":0.8578255772590637},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.7032213807106018},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6920738220214844},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6623390913009644},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.65607750415802},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.6051536798477173},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5911346673965454},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5490874648094177},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.4713320732116699},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.452104777097702},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41767388582229614},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34308096766471863},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24288859963417053},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.09254631400108337}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8578255772590637},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.7032213807106018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6920738220214844},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6623390913009644},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.65607750415802},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.6051536798477173},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5911346673965454},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5490874648094177},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.4713320732116699},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.452104777097702},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41767388582229614},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34308096766471863},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24288859963417053},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.09254631400108337},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-020-10317-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-10317-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"},{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W598294359","https://openalex.org/W1581009051","https://openalex.org/W1584505081","https://openalex.org/W1851403712","https://openalex.org/W1866173756","https://openalex.org/W1893133781","https://openalex.org/W1963784540","https://openalex.org/W1963849366","https://openalex.org/W1981221397","https://openalex.org/W1987684126","https://openalex.org/W1992222410","https://openalex.org/W1993692165","https://openalex.org/W1996975221","https://openalex.org/W2010065958","https://openalex.org/W2013912476","https://openalex.org/W2016264184","https://openalex.org/W2019397380","https://openalex.org/W2064031858","https://openalex.org/W2066220442","https://openalex.org/W2078841894","https://openalex.org/W2079215333","https://openalex.org/W2088897029","https://openalex.org/W2097366995","https://openalex.org/W2127969088","https://openalex.org/W2131081720","https://openalex.org/W2158698691","https://openalex.org/W2163352848","https://openalex.org/W2164259569","https://openalex.org/W2196215201","https://openalex.org/W2252815174","https://openalex.org/W2295755339","https://openalex.org/W2334331178","https://openalex.org/W2595741287","https://openalex.org/W2732916693","https://openalex.org/W2742475488","https://openalex.org/W2752786668","https://openalex.org/W2763266182","https://openalex.org/W2782173654","https://openalex.org/W2784097977","https://openalex.org/W2792013886","https://openalex.org/W2796893309","https://openalex.org/W2883011451","https://openalex.org/W2894211014","https://openalex.org/W2900633536","https://openalex.org/W2903936867","https://openalex.org/W2915893383","https://openalex.org/W2931858311","https://openalex.org/W2951908758","https://openalex.org/W2963265635","https://openalex.org/W3016857326"],"related_works":["https://openalex.org/W2055219403","https://openalex.org/W2791313072","https://openalex.org/W3166997759","https://openalex.org/W2794489335","https://openalex.org/W2097492617","https://openalex.org/W2080437822","https://openalex.org/W2153027217","https://openalex.org/W2855870609","https://openalex.org/W4288315282","https://openalex.org/W2951122819"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}