{"id":"https://openalex.org/W4312510704","doi":"https://doi.org/10.1007/978-981-19-8069-5_24","title":"Application of Machine Learning in Malware Detection","display_name":"Application of Machine Learning in Malware Detection","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312510704","doi":"https://doi.org/10.1007/978-981-19-8069-5_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-19-8069-5_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-8069-5_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5064547260","display_name":"Trinh Van Quynh","orcid":null},"institutions":[{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]},{"id":"https://openalex.org/I4387155935","display_name":"HUTECH University","ror":"https://ror.org/05xpj2n48","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155935"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Trinh Van Quynh","raw_affiliation_strings":["HUTECH University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"HUTECH University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099","https://openalex.org/I4387155935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078255009","display_name":"Vu Thanh Hien","orcid":null},"institutions":[{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]},{"id":"https://openalex.org/I4387155935","display_name":"HUTECH University","ror":"https://ror.org/05xpj2n48","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155935"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vu Thanh Hien","raw_affiliation_strings":["HUTECH University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"HUTECH University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099","https://openalex.org/I4387155935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082232943","display_name":"Nguyen Thanh Vu","orcid":"https://orcid.org/0000-0003-0236-0221"},"institutions":[{"id":"https://openalex.org/I4210116271","display_name":"Ho Chi Minh City University of Industry and Trade","ror":"https://ror.org/02b2dfs85","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210116271"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vu Thanh Nguyen","raw_affiliation_strings":["Ho Chi Minh City University of Food Industry, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Food Industry, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210116271"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017585224","display_name":"Huynh Quoc Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]},{"id":"https://openalex.org/I4387155935","display_name":"HUTECH University","ror":"https://ror.org/05xpj2n48","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155935"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Huynh Quoc Bao","raw_affiliation_strings":["HUTECH University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"HUTECH University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099","https://openalex.org/I4387155935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064547260"],"corresponding_institution_ids":["https://openalex.org/I4387155935","https://openalex.org/I47265099"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36169102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"362","last_page":"374"},"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9965000152587891,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.9254145622253418},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.918976366519928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8031406402587891},{"id":"https://openalex.org/keywords/false-positive-rate","display_name":"False positive rate","score":0.6291431188583374},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.6221394538879395},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.523529052734375},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5075613260269165},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38545915484428406},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3676961064338684},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23901408910751343},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13628068566322327}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9254145622253418},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.918976366519928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8031406402587891},{"id":"https://openalex.org/C95922358","wikidata":"https://www.wikidata.org/wiki/Q5432725","display_name":"False positive rate","level":2,"score":0.6291431188583374},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6221394538879395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.523529052734375},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5075613260269165},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38545915484428406},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3676961064338684},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23901408910751343},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13628068566322327},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-19-8069-5_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-8069-5_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1563274564","https://openalex.org/W2072698166","https://openalex.org/W2476429474","https://openalex.org/W2479781685","https://openalex.org/W2784097977","https://openalex.org/W2798159728","https://openalex.org/W2898132656","https://openalex.org/W3000405084","https://openalex.org/W3039795404","https://openalex.org/W3128485327","https://openalex.org/W4231130912"],"related_works":["https://openalex.org/W2259219744","https://openalex.org/W3080622597","https://openalex.org/W2660067476","https://openalex.org/W4312510704","https://openalex.org/W2902937489","https://openalex.org/W2921244337","https://openalex.org/W2279272158","https://openalex.org/W2767531870","https://openalex.org/W2798159728","https://openalex.org/W4300687693"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}