{"id":"https://openalex.org/W2895387520","doi":"https://doi.org/10.1007/978-3-030-00563-4_70","title":"Machine-Learning-Based Malware Detection for Virtual Machine by Analyzing Opcode Sequence","display_name":"Machine-Learning-Based Malware Detection for Virtual Machine by Analyzing Opcode Sequence","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2895387520","doi":"https://doi.org/10.1007/978-3-030-00563-4_70","mag":"2895387520"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-00563-4_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00563-4_70","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5112719601","display_name":"Xiao Wang","orcid":"https://orcid.org/0000-0002-0008-0659"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["Beijing Key Laboratory of Trusted Computing, Beijing, China","Faculty of Information, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Trusted Computing, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Faculty of Information, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034822825","display_name":"Jianbiao Zhang","orcid":"https://orcid.org/0000-0002-4917-7996"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbiao Zhang","raw_affiliation_strings":["Beijing Key Laboratory of Trusted Computing, Beijing, China","Faculty of Information, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Trusted Computing, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"Faculty of Information, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101989827","display_name":"Zhang Ai","orcid":"https://orcid.org/0000-0002-6651-2776"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ai Zhang","raw_affiliation_strings":["Beijing-Dublin International College, Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing-Dublin International College, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112719601"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9801,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79173989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"717","last_page":"726"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9983000159263611,"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":0.9916999936103821,"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/opcode","display_name":"Opcode","score":0.9654231071472168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8668147325515747},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8366380333900452},{"id":"https://openalex.org/keywords/hypervisor","display_name":"Hypervisor","score":0.7188374996185303},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.7109314203262329},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6360215544700623},{"id":"https://openalex.org/keywords/n-gram","display_name":"n-gram","score":0.5729696750640869},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.570478081703186},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.5292595624923706},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4915824830532074},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4583037197589874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42196744680404663},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41987094283103943},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.414553701877594},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.23607873916625977},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.08401495218276978}],"concepts":[{"id":"https://openalex.org/C52173422","wikidata":"https://www.wikidata.org/wiki/Q766483","display_name":"Opcode","level":2,"score":0.9654231071472168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8668147325515747},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8366380333900452},{"id":"https://openalex.org/C112904061","wikidata":"https://www.wikidata.org/wiki/Q1077480","display_name":"Hypervisor","level":4,"score":0.7188374996185303},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.7109314203262329},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6360215544700623},{"id":"https://openalex.org/C117884012","wikidata":"https://www.wikidata.org/wiki/Q94489","display_name":"n-gram","level":3,"score":0.5729696750640869},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.570478081703186},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.5292595624923706},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4915824830532074},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4583037197589874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42196744680404663},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41987094283103943},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.414553701877594},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.23607873916625977},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.08401495218276978},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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:10.1007/978-3-030-00563-4_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00563-4_70","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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":22,"referenced_works":["https://openalex.org/W1641762327","https://openalex.org/W1963581527","https://openalex.org/W1975177131","https://openalex.org/W1979493600","https://openalex.org/W2021920901","https://openalex.org/W2138580357","https://openalex.org/W2141021963","https://openalex.org/W2150188172","https://openalex.org/W2219715551","https://openalex.org/W2328374358","https://openalex.org/W2474001793","https://openalex.org/W2490191290","https://openalex.org/W2508644642","https://openalex.org/W2520494781","https://openalex.org/W2534043454","https://openalex.org/W2565955586","https://openalex.org/W2660067476","https://openalex.org/W2766465617","https://openalex.org/W2770967191","https://openalex.org/W2787272945","https://openalex.org/W2792663539","https://openalex.org/W4247984266"],"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/W2982912425","https://openalex.org/W3016048014","https://openalex.org/W4294976063","https://openalex.org/W4387382577","https://openalex.org/W1995118279"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
