{"id":"https://openalex.org/W2889100747","doi":"https://doi.org/10.1007/s11416-018-0323-0","title":"Using convolutional neural networks for classification of malware represented as images","display_name":"Using convolutional neural networks for classification of malware represented as images","publication_year":2018,"publication_date":"2018-08-27","ids":{"openalex":"https://openalex.org/W2889100747","doi":"https://doi.org/10.1007/s11416-018-0323-0","mag":"2889100747"},"language":"en","primary_location":{"id":"doi:10.1007/s11416-018-0323-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11416-018-0323-0","pdf_url":null,"source":{"id":"https://openalex.org/S2764922190","display_name":"Journal of Computer Virology and Hacking Techniques","issn_l":"2263-8733","issn":["2263-8733"],"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":"Journal of Computer Virology and Hacking Techniques","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/A5061428004","display_name":"Daniel Gibert","orcid":"https://orcid.org/0000-0002-2448-1297"},"institutions":[{"id":"https://openalex.org/I15766328","display_name":"Universitat de Lleida","ror":"https://ror.org/050c3cw24","country_code":"ES","type":"education","lineage":["https://openalex.org/I15766328"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Daniel Gibert","raw_affiliation_strings":["Blueliv, Leap in Value, Barcelona, Spain","University of Lleida, Lleida, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2448-1297","affiliations":[{"raw_affiliation_string":"Blueliv, Leap in Value, Barcelona, Spain","institution_ids":[]},{"raw_affiliation_string":"University of Lleida, Lleida, Spain","institution_ids":["https://openalex.org/I15766328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026783976","display_name":"Carles Mateu","orcid":"https://orcid.org/0000-0002-4864-0328"},"institutions":[{"id":"https://openalex.org/I15766328","display_name":"Universitat de Lleida","ror":"https://ror.org/050c3cw24","country_code":"ES","type":"education","lineage":["https://openalex.org/I15766328"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carles Mateu","raw_affiliation_strings":["University of Lleida, Lleida, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lleida, Lleida, Spain","institution_ids":["https://openalex.org/I15766328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025177965","display_name":"Jordi Planes","orcid":"https://orcid.org/0000-0003-1861-9736"},"institutions":[{"id":"https://openalex.org/I15766328","display_name":"Universitat de Lleida","ror":"https://ror.org/050c3cw24","country_code":"ES","type":"education","lineage":["https://openalex.org/I15766328"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordi Planes","raw_affiliation_strings":["University of Lleida, Lleida, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lleida, Lleida, Spain","institution_ids":["https://openalex.org/I15766328"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084864670","display_name":"Ramon Vicens","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramon Vicens","raw_affiliation_strings":["Blueliv, Leap in Value, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Blueliv, Leap in Value, Barcelona, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061428004"],"corresponding_institution_ids":["https://openalex.org/I15766328"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":10.4738,"has_fulltext":false,"cited_by_count":242,"citation_normalized_percentile":{"value":0.98781203,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"15","issue":"1","first_page":"15","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9825000166893005,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9757999777793884,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.9211445450782776},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8730303645133972},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6293776035308838},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5971312522888184},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.566796600818634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5637617111206055},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.465156614780426},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46477487683296204},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46444159746170044},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4140876531600952},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3292927145957947},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12262505292892456},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07025787234306335}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9211445450782776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8730303645133972},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6293776035308838},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5971312522888184},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.566796600818634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5637617111206055},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.465156614780426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46477487683296204},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46444159746170044},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4140876531600952},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3292927145957947},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12262505292892456},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07025787234306335},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11416-018-0323-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11416-018-0323-0","pdf_url":null,"source":{"id":"https://openalex.org/S2764922190","display_name":"Journal of Computer Virology and Hacking Techniques","issn_l":"2263-8733","issn":["2263-8733"],"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":"Journal of Computer Virology and Hacking Techniques","raw_type":"journal-article"},{"id":"pmh:oai:dnet:raudl_______::5cc777910378c3f4f6e7563cc3da5063","is_oa":false,"landing_page_url":"http://hdl.handle.net/10459.1/67672","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G2557573375","display_name":null,"funder_award_id":"TIN2015-71799-C2-2-P","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G3287243281","display_name":null,"funder_award_id":"TIN2014-53234-C2-2-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G8170569913","display_name":null,"funder_award_id":"DI 091","funder_id":"https://openalex.org/F4320334830","funder_display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320334830","display_name":"Ag\u00e8ncia de Gesti\u00f3 d'Ajuts Universitaris i de Recerca","ror":"https://ror.org/01n4pqe45"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W568760110","https://openalex.org/W642715168","https://openalex.org/W1513879401","https://openalex.org/W1566135517","https://openalex.org/W1665214252","https://openalex.org/W1996350342","https://openalex.org/W2005662348","https://openalex.org/W2010065958","https://openalex.org/W2032921253","https://openalex.org/W2034938003","https://openalex.org/W2044465660","https://openalex.org/W2057787526","https://openalex.org/W2066220442","https://openalex.org/W2071128523","https://openalex.org/W2095705004","https://openalex.org/W2097290407","https://openalex.org/W2112796928","https://openalex.org/W2115771393","https://openalex.org/W2117731089","https://openalex.org/W2135814109","https://openalex.org/W2150188172","https://openalex.org/W2150423842","https://openalex.org/W2163605009","https://openalex.org/W2267635142","https://openalex.org/W2346169715","https://openalex.org/W2564494760","https://openalex.org/W2571750996","https://openalex.org/W2587930273","https://openalex.org/W2736972628","https://openalex.org/W2767438572","https://openalex.org/W2806076636","https://openalex.org/W2964264057","https://openalex.org/W3105622041","https://openalex.org/W4246239474"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448","https://openalex.org/W2097492617"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":34},{"year":2024,"cited_by_count":44},{"year":2023,"cited_by_count":39},{"year":2022,"cited_by_count":44},{"year":2021,"cited_by_count":36},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":10}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}