{"id":"https://openalex.org/W4409133320","doi":"https://doi.org/10.1007/s11227-025-07151-8","title":"Ransomware detection with CNN and deep learning based on multiple features of portable executable files","display_name":"Ransomware detection with CNN and deep learning based on multiple features of portable executable files","publication_year":2025,"publication_date":"2025-04-01","ids":{"openalex":"https://openalex.org/W4409133320","doi":"https://doi.org/10.1007/s11227-025-07151-8"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-025-07151-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07151-8","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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/A5110284123","display_name":"Chia-Cheng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Cheng Yang","raw_affiliation_strings":["Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, 10607, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, 10607, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114101803","display_name":"Jia-Ming Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Ming Hsu","raw_affiliation_strings":["Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, 10607, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, 10607, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059627549","display_name":"Jenq\u2010Shiou Leu","orcid":"https://orcid.org/0000-0001-7197-9912"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jenq-Shiou Leu","raw_affiliation_strings":["Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, 10607, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, National Taiwan University of Science and Technology, Taipei, 10607, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091058043","display_name":"Wen\u2010Bin Hsieh","orcid":null},"institutions":[{"id":"https://openalex.org/I178613991","display_name":"National Taitung University","ror":"https://ror.org/05j9d8v51","country_code":"TW","type":"education","lineage":["https://openalex.org/I178613991"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Wen-Bin Hsieh","raw_affiliation_strings":["Department of Green Energy and Information Technology, National Taitung University, Taitung, 950309, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Green Energy and Information Technology, National Taitung University, Taitung, 950309, Taiwan","institution_ids":["https://openalex.org/I178613991"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091058043"],"corresponding_institution_ids":["https://openalex.org/I178613991"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.1814,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90309128,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"81","issue":"5","first_page":null,"last_page":null},"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9912999868392944,"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":0.9341766834259033},{"id":"https://openalex.org/keywords/ransomware","display_name":"Ransomware","score":0.902454137802124},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.893810510635376},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.532718300819397},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5088215470314026},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.4642561078071594},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3884759843349457},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.35608887672424316}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9341766834259033},{"id":"https://openalex.org/C2777667771","wikidata":"https://www.wikidata.org/wiki/Q926331","display_name":"Ransomware","level":3,"score":0.902454137802124},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.893810510635376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.532718300819397},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5088215470314026},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.4642561078071594},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3884759843349457},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.35608887672424316}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-025-07151-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07151-8","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1984233424","https://openalex.org/W2007647094","https://openalex.org/W2010910232","https://openalex.org/W2103868202","https://openalex.org/W2194775991","https://openalex.org/W2215444025","https://openalex.org/W2604459465","https://openalex.org/W2751354647","https://openalex.org/W2799353685","https://openalex.org/W2885747980","https://openalex.org/W2911731407","https://openalex.org/W2918408501","https://openalex.org/W2974072230","https://openalex.org/W2981292756","https://openalex.org/W3008497156","https://openalex.org/W3039822732","https://openalex.org/W3115397429","https://openalex.org/W3168097936","https://openalex.org/W3197120839","https://openalex.org/W4241342883","https://openalex.org/W4288780798","https://openalex.org/W4365801590","https://openalex.org/W4399377805","https://openalex.org/W4401070022","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W3201228709","https://openalex.org/W2922354075","https://openalex.org/W4389157351","https://openalex.org/W4232561318","https://openalex.org/W3202245533","https://openalex.org/W4253977752","https://openalex.org/W2942879794","https://openalex.org/W2964829536","https://openalex.org/W1995118279","https://openalex.org/W4240624848"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-22T13:39:03.778224","created_date":"2025-10-10T00:00:00"}