{"id":"https://openalex.org/W4387821098","doi":"https://doi.org/10.1007/s11416-023-00505-x","title":"Using deep graph learning to improve dynamic analysis-based malware detection in PE files","display_name":"Using deep graph learning to improve dynamic analysis-based malware detection in PE files","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4387821098","doi":"https://doi.org/10.1007/s11416-023-00505-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11416-023-00505-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11416-023-00505-x","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/A5062915413","display_name":"Minh Tu Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Minh Tu Nguyen","raw_affiliation_strings":["Faculty of Information Technology, LeQuyDon Technical University, 236 Hoang Quoc Viet, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, LeQuyDon Technical University, 236 Hoang Quoc Viet, Hanoi, Vietnam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100686339","display_name":"Viet Hung Nguyen","orcid":"https://orcid.org/0000-0002-9818-4455"},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Viet Hung Nguyen","raw_affiliation_strings":["Faculty of Information Technology, LeQuyDon Technical University, 236 Hoang Quoc Viet, Hanoi, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-9818-4455","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, LeQuyDon Technical University, 236 Hoang Quoc Viet, Hanoi, Vietnam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069261349","display_name":"Nathan Shone","orcid":"https://orcid.org/0000-0002-7920-9434"},"institutions":[{"id":"https://openalex.org/I63098007","display_name":"Liverpool John Moores University","ror":"https://ror.org/04zfme737","country_code":"GB","type":"education","lineage":["https://openalex.org/I63098007"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nathan Shone","raw_affiliation_strings":["School of Computer Science & Mathematics, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Mathematics, Liverpool John Moores University, Byrom Street, Liverpool, L3 3AF, UK","institution_ids":["https://openalex.org/I63098007"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100686339"],"corresponding_institution_ids":["https://openalex.org/I131359167"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.4135,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.95747447,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"20","issue":"1","first_page":"153","last_page":"172"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8778884410858154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8721505403518677},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.818115234375},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5959810614585876},{"id":"https://openalex.org/keywords/system-call","display_name":"System call","score":0.4623068571090698},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.4373306334018707},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4012601971626282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39428046345710754},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3578214645385742},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35056424140930176},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15576937794685364},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14975526928901672}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8778884410858154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8721505403518677},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.818115234375},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5959810614585876},{"id":"https://openalex.org/C2778579508","wikidata":"https://www.wikidata.org/wiki/Q722192","display_name":"System call","level":2,"score":0.4623068571090698},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.4373306334018707},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4012601971626282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39428046345710754},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3578214645385742},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35056424140930176},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15576937794685364},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14975526928901672}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11416-023-00505-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11416-023-00505-x","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:researchonline.ljmu.ac.uk:21712","is_oa":false,"landing_page_url":"https://orcid.org/0000-0002-7920-9434","pdf_url":null,"source":{"id":"https://openalex.org/S4306401246","display_name":"Liverpool John Moores University","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63098007","host_organization_name":"Liverpool John Moores University","host_organization_lineage":["https://openalex.org/I63098007"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1545528966","https://openalex.org/W1573526548","https://openalex.org/W1661167618","https://openalex.org/W1893133781","https://openalex.org/W1984233424","https://openalex.org/W1995118279","https://openalex.org/W2005662348","https://openalex.org/W2018022926","https://openalex.org/W2065311994","https://openalex.org/W2100151287","https://openalex.org/W2100550848","https://openalex.org/W2154851992","https://openalex.org/W2261354734","https://openalex.org/W2308726246","https://openalex.org/W2408129138","https://openalex.org/W2508015754","https://openalex.org/W2734713605","https://openalex.org/W2753669113","https://openalex.org/W2766493169","https://openalex.org/W2780450026","https://openalex.org/W2883822334","https://openalex.org/W2887506070","https://openalex.org/W2900275727","https://openalex.org/W2907492528","https://openalex.org/W2911286998","https://openalex.org/W2912135847","https://openalex.org/W2914516771","https://openalex.org/W2945009197","https://openalex.org/W2945413494","https://openalex.org/W2982645003","https://openalex.org/W2984834462","https://openalex.org/W2993852904","https://openalex.org/W3010506371","https://openalex.org/W3049465447","https://openalex.org/W3091730061","https://openalex.org/W3092506376","https://openalex.org/W3095718454","https://openalex.org/W3104097132","https://openalex.org/W3109694481","https://openalex.org/W3158077135","https://openalex.org/W3166592993","https://openalex.org/W3186210108","https://openalex.org/W6600565697","https://openalex.org/W6600577311"],"related_works":["https://openalex.org/W1995118279","https://openalex.org/W4240624848","https://openalex.org/W2768892939","https://openalex.org/W1998188341","https://openalex.org/W2400599487","https://openalex.org/W2469346691","https://openalex.org/W2765174411","https://openalex.org/W2965893286","https://openalex.org/W2991580804","https://openalex.org/W3211525895"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}
