{"id":"https://openalex.org/W7151779057","doi":"https://doi.org/10.1109/isdfs69419.2026.11458999","title":"Malware Classification on PE Files Using Deep Neural Networks","display_name":"Malware Classification on PE Files Using Deep Neural Networks","publication_year":2026,"publication_date":"2026-03-19","ids":{"openalex":"https://openalex.org/W7151779057","doi":"https://doi.org/10.1109/isdfs69419.2026.11458999"},"language":null,"primary_location":{"id":"doi:10.1109/isdfs69419.2026.11458999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isdfs69419.2026.11458999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 14th International Symposium on Digital Forensics and Security (ISDFS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5133232765","display_name":"Daniel Vila\u00e7a","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113598","display_name":"Escola Superior de Actividades Imobili\u00e1rias","ror":"https://ror.org/01vsrcf54","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210113598"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Daniel Vila\u00e7a","raw_affiliation_strings":["2AI - School of Technology,IPCA,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2AI - School of Technology,IPCA,Portugal","institution_ids":["https://openalex.org/I4210113598"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133174546","display_name":"Lu\u00eds Ferreira","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113598","display_name":"Escola Superior de Actividades Imobili\u00e1rias","ror":"https://ror.org/01vsrcf54","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210113598"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lu\u00eds Ferreira","raw_affiliation_strings":["2AI - School of Technology,IPCA,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2AI - School of Technology,IPCA,Portugal","institution_ids":["https://openalex.org/I4210113598"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210113598"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30362296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9430000185966492,"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":0.9430000185966492,"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":0.012500000186264515,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.008999999612569809,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.5217000246047974},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.41040000319480896},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.3192000091075897},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3066999912261963},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.2784000039100647}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6672999858856201},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5217000246047974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5066999793052673},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.41040000319480896},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3192000091075897},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31299999356269836},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2784000039100647},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2529999911785126},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isdfs69419.2026.11458999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isdfs69419.2026.11458999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 14th International Symposium on Digital Forensics and Security (ISDFS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5700459891","display_name":null,"funder_award_id":"UID/05549/2025,LASILA/P/0104/2020","funder_id":"https://openalex.org/F4320337197","funder_display_name":"Nuclear Fuel Cycle and Supply Chain"}],"funders":[{"id":"https://openalex.org/F4320337197","display_name":"Nuclear Fuel Cycle and Supply Chain","ror":"https://ror.org/05tj7dm33"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1514281731","https://openalex.org/W1566135517","https://openalex.org/W2010065958","https://openalex.org/W2128554449","https://openalex.org/W2150423842","https://openalex.org/W2996806689","https://openalex.org/W3006334803","https://openalex.org/W4210610120","https://openalex.org/W4292004830","https://openalex.org/W4323338649"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-04-09T00:00:00"}