{"id":"https://openalex.org/W4410206316","doi":"https://doi.org/10.1007/s11416-025-00555-3","title":"Optimized feature representation and selection for malware detection using portable executable headers and machine learning","display_name":"Optimized feature representation and selection for malware detection using portable executable headers and machine learning","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410206316","doi":"https://doi.org/10.1007/s11416-025-00555-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11416-025-00555-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11416-025-00555-3","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/A5055506633","display_name":"Priyanka Singh","orcid":"https://orcid.org/0000-0001-5476-6501"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Priyanka Singh","raw_affiliation_strings":["VIT-AP University, Inavolu, Amaravathi, India"],"affiliations":[{"raw_affiliation_string":"VIT-AP University, Inavolu, Amaravathi, India","institution_ids":["https://openalex.org/I4210131147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078399965","display_name":"Samir Kumar Borgohain","orcid":"https://orcid.org/0000-0001-9061-3502"},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Samir Kumar Borgohain","raw_affiliation_strings":["National Institute of Technology Silchar, Silchar, Cachar, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology Silchar, Silchar, Cachar, India","institution_ids":["https://openalex.org/I151903974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059917431","display_name":"Jayendra Kumar","orcid":"https://orcid.org/0000-0002-3381-2764"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jayendra Kumar","raw_affiliation_strings":["VIT-AP University, Inavolu, Amaravathi, India"],"affiliations":[{"raw_affiliation_string":"VIT-AP University, Inavolu, Amaravathi, India","institution_ids":["https://openalex.org/I4210131147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055506633"],"corresponding_institution_ids":["https://openalex.org/I4210131147"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.5907,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8136892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"21","issue":"1","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":1.0,"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":1.0,"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":0.9987000226974487,"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":0.9925000071525574,"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":0.8925463557243347},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.8545967936515808},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8312896490097046},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6290093660354614},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5336499810218811},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5324075818061829},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5017261505126953},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4812462031841278},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4366225004196167},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.41788288950920105},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38780173659324646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8925463557243347},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.8545967936515808},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8312896490097046},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6290093660354614},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5336499810218811},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5324075818061829},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5017261505126953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4812462031841278},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4366225004196167},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.41788288950920105},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38780173659324646},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11416-025-00555-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11416-025-00555-3","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":32,"referenced_works":["https://openalex.org/W1500895378","https://openalex.org/W1545056863","https://openalex.org/W1545302199","https://openalex.org/W1582350176","https://openalex.org/W1855159681","https://openalex.org/W1987684126","https://openalex.org/W2000052253","https://openalex.org/W2091088253","https://openalex.org/W2099425933","https://openalex.org/W2150188172","https://openalex.org/W2167101736","https://openalex.org/W2267339884","https://openalex.org/W2539582590","https://openalex.org/W2660067476","https://openalex.org/W2765921396","https://openalex.org/W2784097977","https://openalex.org/W2964278775","https://openalex.org/W2966399854","https://openalex.org/W3019514289","https://openalex.org/W3025502502","https://openalex.org/W3081627837","https://openalex.org/W3095563611","https://openalex.org/W3176174600","https://openalex.org/W3215345317","https://openalex.org/W4205839607","https://openalex.org/W4210894459","https://openalex.org/W4213031535","https://openalex.org/W4213086193","https://openalex.org/W4220757384","https://openalex.org/W4220801425","https://openalex.org/W4221067865","https://openalex.org/W4289236186"],"related_works":["https://openalex.org/W2350278424","https://openalex.org/W2071432835","https://openalex.org/W4239401009","https://openalex.org/W4234371507","https://openalex.org/W2097492617","https://openalex.org/W1628824497","https://openalex.org/W4299534542","https://openalex.org/W2053441600","https://openalex.org/W1995118279","https://openalex.org/W4240624848"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
