{"id":"https://openalex.org/W4387804020","doi":"https://doi.org/10.1007/s11416-023-00506-w","title":"A natural language processing approach to Malware classification","display_name":"A natural language processing approach to Malware classification","publication_year":2023,"publication_date":"2023-10-20","ids":{"openalex":"https://openalex.org/W4387804020","doi":"https://doi.org/10.1007/s11416-023-00506-w"},"language":"en","primary_location":{"id":"doi:10.1007/s11416-023-00506-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11416-023-00506-w","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/A5104146200","display_name":"Ritik Mehta","orcid":null},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ritik Mehta","raw_affiliation_strings":["Department of Computer Science, San Jose State University, San Jose, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, San Jose State University, San Jose, USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091660747","display_name":"Olha Jure\u010dkov\u00e1","orcid":"https://orcid.org/0000-0002-8858-4826"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Olha Jure\u010dkov\u00e1","raw_affiliation_strings":["Faculty of Information Technology, Czech Technical University in Prague, Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Czech Technical University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010812344","display_name":"Mark Stamp","orcid":"https://orcid.org/0000-0002-3803-8368"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mark Stamp","raw_affiliation_strings":["Department of Computer Science, San Jose State University, San Jose, USA"],"raw_orcid":"https://orcid.org/0000-0002-3803-8368","affiliations":[{"raw_affiliation_string":"Department of Computer Science, San Jose State University, San Jose, USA","institution_ids":["https://openalex.org/I51504820"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010812344"],"corresponding_institution_ids":["https://openalex.org/I51504820"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.0703,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9277623,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"20","issue":"1","first_page":"173","last_page":"184"},"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":0.9934999942779541,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9873999953269958,"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/computer-science","display_name":"Computer science","score":0.8760636448860168},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7858340740203857},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.7710025310516357},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6117657423019409},{"id":"https://openalex.org/keywords/opcode","display_name":"Opcode","score":0.5948257446289062},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5863044857978821},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5846271514892578},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.5716082453727722},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5511054396629333},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5267279148101807},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.5186201930046082},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.516089141368866},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4646190404891968},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42855286598205566},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3985516130924225},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3573782742023468}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8760636448860168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7858340740203857},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.7710025310516357},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6117657423019409},{"id":"https://openalex.org/C52173422","wikidata":"https://www.wikidata.org/wiki/Q766483","display_name":"Opcode","level":2,"score":0.5948257446289062},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5863044857978821},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5846271514892578},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.5716082453727722},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5511054396629333},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5267279148101807},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.5186201930046082},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.516089141368866},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4646190404891968},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42855286598205566},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3985516130924225},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3573782742023468},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/s11416-023-00506-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11416-023-00506-w","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W169849560","https://openalex.org/W1535753778","https://openalex.org/W1545528966","https://openalex.org/W1601254443","https://openalex.org/W1963849366","https://openalex.org/W1964406293","https://openalex.org/W1973403081","https://openalex.org/W2010065958","https://openalex.org/W2024170198","https://openalex.org/W2031254140","https://openalex.org/W2037109870","https://openalex.org/W2064675550","https://openalex.org/W2089468765","https://openalex.org/W2110978214","https://openalex.org/W2122210511","https://openalex.org/W2215444025","https://openalex.org/W2281824022","https://openalex.org/W2498672755","https://openalex.org/W2766410766","https://openalex.org/W2777382384","https://openalex.org/W2793223501","https://openalex.org/W2795033129","https://openalex.org/W2911964244","https://openalex.org/W2921625035","https://openalex.org/W2964242288","https://openalex.org/W2992853260","https://openalex.org/W3115533518","https://openalex.org/W3130692028","https://openalex.org/W3133336665","https://openalex.org/W4206828928","https://openalex.org/W4213102919","https://openalex.org/W4300297205","https://openalex.org/W4307009142","https://openalex.org/W4320490818","https://openalex.org/W6601886863","https://openalex.org/W6603662068","https://openalex.org/W6679806010","https://openalex.org/W6820275886"],"related_works":["https://openalex.org/W36091977","https://openalex.org/W4382794599","https://openalex.org/W2800331776","https://openalex.org/W2903602818","https://openalex.org/W2003791967","https://openalex.org/W3016048014","https://openalex.org/W4294976063","https://openalex.org/W4387382577","https://openalex.org/W2902612505","https://openalex.org/W2765921396"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
