{"id":"https://openalex.org/W4386323661","doi":"https://doi.org/10.1109/icce-taiwan58799.2023.10226792","title":"Two-Stage Malware Detection Using Calling API-based BiLSTM","display_name":"Two-Stage Malware Detection Using Calling API-based BiLSTM","publication_year":2023,"publication_date":"2023-07-17","ids":{"openalex":"https://openalex.org/W4386323661","doi":"https://doi.org/10.1109/icce-taiwan58799.2023.10226792"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan58799.2023.10226792","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan58799.2023.10226792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-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/A5046574889","display_name":"Kohei Tsunewaki","orcid":null},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kohei Tsunewaki","raw_affiliation_strings":["Doshisha University,Graduate School of Science and Engineering,Kyoto,Japan","Graduate School of Science and Engineering, Doshisha University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Doshisha University,Graduate School of Science and Engineering,Kyoto,Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"Graduate School of Science and Engineering, Doshisha University, Kyoto, Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018065547","display_name":"Tomotaka Kimura","orcid":null},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomotaka Kimura","raw_affiliation_strings":["Doshisha University,Graduate School of Science and Engineering,Kyoto,Japan","Graduate School of Science and Engineering, Doshisha University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Doshisha University,Graduate School of Science and Engineering,Kyoto,Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"Graduate School of Science and Engineering, Doshisha University, Kyoto, Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101705358","display_name":"Jun Cheng","orcid":"https://orcid.org/0000-0002-3131-3275"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jun Cheng","raw_affiliation_strings":["Doshisha University,Graduate School of Science and Engineering,Kyoto,Japan","Graduate School of Science and Engineering, Doshisha University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Doshisha University,Graduate School of Science and Engineering,Kyoto,Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"Graduate School of Science and Engineering, Doshisha University, Kyoto, Japan","institution_ids":["https://openalex.org/I133984924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046574889"],"corresponding_institution_ids":["https://openalex.org/I133984924"],"apc_list":null,"apc_paid":null,"fwci":0.1986,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43940991,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"471","last_page":"472"},"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":0.9987999796867371,"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":0.9943000078201294,"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/malware","display_name":"Malware","score":0.8579264879226685},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8360346555709839},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.7141857743263245},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.6345711946487427},{"id":"https://openalex.org/keywords/application-programming-interface","display_name":"Application programming interface","score":0.6154594421386719},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.42028355598449707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.328687846660614}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8579264879226685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8360346555709839},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.7141857743263245},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.6345711946487427},{"id":"https://openalex.org/C99613125","wikidata":"https://www.wikidata.org/wiki/Q165194","display_name":"Application programming interface","level":2,"score":0.6154594421386719},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.42028355598449707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.328687846660614},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan58799.2023.10226792","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan58799.2023.10226792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1945616565","https://openalex.org/W2176830056","https://openalex.org/W2776884785","https://openalex.org/W4294069216","https://openalex.org/W6640425456","https://openalex.org/W6685576885"],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W2380730281","https://openalex.org/W2761623801","https://openalex.org/W2351528581","https://openalex.org/W1635909507"],"abstract_inverted_index":{"In":[0,20],"this":[1],"paper,":[2],"we":[3,29,53,69],"propose":[4],"a":[5],"two-stage":[6,78],"malware":[7],"detection":[8],"using":[9,77],"calling":[10,33,56],"API":[11],"(Application":[12],"Programming":[13],"Interface)-based":[14],"BiLSTM":[15],"(Bidirectional":[16],"Long":[17],"Short-Term":[18],"Memory).":[19],"the":[21,26,32,36,43,50,55,71,74],"first":[22],"stage,":[23,52],"to":[24,40],"identify":[25],"overall":[27],"characteristics,":[28],"use":[30],"all":[31],"APIs":[34,57],"of":[35,73],"application":[37,44],"as":[38],"input":[39],"determine":[41],"whether":[42],"is":[45],"malware.":[46],"By":[47],"contrast,":[48],"in":[49],"second":[51],"divide":[54],"into":[58],"small":[59],"windows":[60],"and":[61],"analyze":[62],"each":[63],"window":[64],"separately.":[65],"Through":[66],"simulation":[67],"experiments,":[68],"demonstrated":[70],"effectiveness":[72],"proposed":[75],"method":[76],"detection.":[79]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
