{"id":"https://openalex.org/W2612186685","doi":"https://doi.org/10.1007/s10115-017-1058-9","title":"DeepAM: a heterogeneous deep learning framework for intelligent malware detection","display_name":"DeepAM: a heterogeneous deep learning framework for intelligent malware detection","publication_year":2017,"publication_date":"2017-05-09","ids":{"openalex":"https://openalex.org/W2612186685","doi":"https://doi.org/10.1007/s10115-017-1058-9","mag":"2612186685"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-017-1058-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-017-1058-9","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","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/A5101586436","display_name":"Yanfang Ye","orcid":"https://orcid.org/0000-0001-8376-7239"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yanfang Ye","raw_affiliation_strings":["Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, 26506, USA"],"raw_orcid":"https://orcid.org/0000-0001-8376-7239","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, 26506, USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017524689","display_name":"Lingwei Chen","orcid":"https://orcid.org/0000-0003-1550-6170"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lingwei Chen","raw_affiliation_strings":["Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, 26506, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, 26506, USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110964699","display_name":"Shifu Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shifu Hou","raw_affiliation_strings":["Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, 26506, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, 26506, USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033817401","display_name":"William Hardy","orcid":null},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Hardy","raw_affiliation_strings":["Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, 26506, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, 26506, USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100353875","display_name":"Xin Li","orcid":"https://orcid.org/0009-0004-2158-5404"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, 26506, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, 26506, USA","institution_ids":["https://openalex.org/I12097938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101586436"],"corresponding_institution_ids":["https://openalex.org/I12097938"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":10.2526,"has_fulltext":false,"cited_by_count":129,"citation_normalized_percentile":{"value":0.98820803,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"54","issue":"2","first_page":"265","last_page":"285"},"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":0.9994999766349792,"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":0.9991999864578247,"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":0.8387914896011353},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7876904606819153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7581657767295837},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7366253137588501},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6502372026443481},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6341533660888672},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.5286325216293335},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.47015380859375},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4618614614009857},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4185323715209961},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4128151535987854},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2862047255039215},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1471499502658844}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8387914896011353},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7876904606819153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7581657767295837},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7366253137588501},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6502372026443481},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6341533660888672},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.5286325216293335},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.47015380859375},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4618614614009857},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4185323715209961},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4128151535987854},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2862047255039215},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1471499502658844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-017-1058-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-017-1058-9","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6189876786","display_name":null,"funder_award_id":"CNS-1618629","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W44815768","https://openalex.org/W66838807","https://openalex.org/W587444011","https://openalex.org/W628764543","https://openalex.org/W1482228399","https://openalex.org/W1543614656","https://openalex.org/W1967185446","https://openalex.org/W1988541877","https://openalex.org/W1993845689","https://openalex.org/W1998399571","https://openalex.org/W2021264330","https://openalex.org/W2021308105","https://openalex.org/W2032845654","https://openalex.org/W2036785686","https://openalex.org/W2043128754","https://openalex.org/W2066220442","https://openalex.org/W2072128103","https://openalex.org/W2078579978","https://openalex.org/W2084979543","https://openalex.org/W2099053789","https://openalex.org/W2100495367","https://openalex.org/W2107889964","https://openalex.org/W2110143557","https://openalex.org/W2110798204","https://openalex.org/W2111541427","https://openalex.org/W2117130368","https://openalex.org/W2136922672","https://openalex.org/W2137964233","https://openalex.org/W2138644293","https://openalex.org/W2144112223","https://openalex.org/W2145094598","https://openalex.org/W2152442131","https://openalex.org/W2164425175","https://openalex.org/W2165991108","https://openalex.org/W2182924040","https://openalex.org/W2398579691","https://openalex.org/W2497472699","https://openalex.org/W2546191734","https://openalex.org/W2554148185","https://openalex.org/W2613634265","https://openalex.org/W4231109964","https://openalex.org/W4242289848"],"related_works":["https://openalex.org/W1995118279","https://openalex.org/W4240624848","https://openalex.org/W2997921738","https://openalex.org/W2965146396","https://openalex.org/W2770818364","https://openalex.org/W4312416532","https://openalex.org/W4312359447","https://openalex.org/W1586252162","https://openalex.org/W4292947472","https://openalex.org/W3148060700"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
