{"id":"https://openalex.org/W4388726934","doi":"https://doi.org/10.1109/gcce59613.2023.10315559","title":"Dynamic Analysis for Malware Detection Using API Calls and Memory Usage With Machine Learning Approach","display_name":"Dynamic Analysis for Malware Detection Using API Calls and Memory Usage With Machine Learning Approach","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4388726934","doi":"https://doi.org/10.1109/gcce59613.2023.10315559"},"language":"en","primary_location":{"id":"doi:10.1109/gcce59613.2023.10315559","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcce59613.2023.10315559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","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/A5054011656","display_name":"Tohru Tomiyama","orcid":null},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tohru Tomiyama","raw_affiliation_strings":["Hosei University,Graduate School of Science and Engineering,Department of Applied Informatics,Tokyo,Japan","Department of Applied Informatics, Graduate School of Science and Engineering, Hosei University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Hosei University,Graduate School of Science and Engineering,Department of Applied Informatics,Tokyo,Japan","institution_ids":["https://openalex.org/I204291657"]},{"raw_affiliation_string":"Department of Applied Informatics, Graduate School of Science and Engineering, Hosei University, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009353186","display_name":"Qian Wu","orcid":"https://orcid.org/0000-0002-4748-1054"},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Qian Wu","raw_affiliation_strings":["Hosei University,Faculty of Science and Engineering,Department of Applied Informatics,Tokyo,Japan","Department of Applied Informatics, Faculty of Science and Engineering, Hosei University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Hosei University,Faculty of Science and Engineering,Department of Applied Informatics,Tokyo,Japan","institution_ids":["https://openalex.org/I204291657"]},{"raw_affiliation_string":"Department of Applied Informatics, Faculty of Science and Engineering, Hosei University, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113866482","display_name":"Atsushi Kanai","orcid":null},"institutions":[{"id":"https://openalex.org/I204291657","display_name":"Hosei University","ror":"https://ror.org/00bx6dj65","country_code":"JP","type":"education","lineage":["https://openalex.org/I204291657"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Atsushi Kanai","raw_affiliation_strings":["Hosei University,Graduate School of Science and Engineering,Department of Applied Informatics,Tokyo,Japan","Department of Applied Informatics, Graduate School of Science and Engineering, Hosei University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Hosei University,Graduate School of Science and Engineering,Department of Applied Informatics,Tokyo,Japan","institution_ids":["https://openalex.org/I204291657"]},{"raw_affiliation_string":"Department of Applied Informatics, Graduate School of Science and Engineering, Hosei University, Tokyo, Japan","institution_ids":["https://openalex.org/I204291657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054011656"],"corresponding_institution_ids":["https://openalex.org/I204291657"],"apc_list":null,"apc_paid":null,"fwci":0.5891,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66567718,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"475","last_page":"477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9987999796867371,"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":0.9987999796867371,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9894999861717224,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9891999959945679,"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/computer-science","display_name":"Computer science","score":0.8436359167098999},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8248372673988342},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5756968259811401},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5490695238113403},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5402685403823853},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5127226114273071},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5006113052368164},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.4935702085494995},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4136323630809784},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3438222408294678},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20443850755691528}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8436359167098999},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8248372673988342},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5756968259811401},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5490695238113403},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5402685403823853},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5127226114273071},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5006113052368164},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.4935702085494995},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4136323630809784},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3438222408294678},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20443850755691528},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce59613.2023.10315559","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcce59613.2023.10315559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2469507153","https://openalex.org/W2008790809","https://openalex.org/W2134874482","https://openalex.org/W2768892939","https://openalex.org/W3164408430","https://openalex.org/W4285507391","https://openalex.org/W2397240470","https://openalex.org/W2602767565","https://openalex.org/W170652726","https://openalex.org/W2883822334"],"abstract_inverted_index":{"In":[0],"this":[1,36],"paper,":[2],"we":[3],"propose":[4],"a":[5,58,68],"novel":[6],"malware":[7,65],"detection":[8],"method":[9,37,55],"that":[10,52],"utilizes":[11],"the":[12,19,33,53,62,80],"five":[13],"most":[14],"frequently":[15],"called":[16],"APIs":[17],"and":[18,42,75,83],"statistics":[20],"of":[21,35,64,71],"allocated":[22],"memory":[23,28],"block":[24],"sizes":[25],"obtained":[26],"through":[27,38],"dump":[29],"analysis.":[30],"We":[31],"demonstrate":[32],"effectiveness":[34],"various":[39],"validation":[40],"experiments":[41],"compare":[43],"its":[44],"performance":[45,70],"with":[46,67],"existing":[47],"approaches.":[48],"Our":[49],"results":[50],"show":[51],"proposed":[54],"can":[56],"be":[57],"valuable":[59],"addition":[60],"to":[61,89],"field":[63],"detection,":[66],"high":[69],"82.7%":[72],"for":[73,77],"Accuracy":[74],"84.2%":[76],"F-measure":[78],"when":[79],"training":[81],"data":[82,85],"test":[84],"are":[86],"split":[87],"7":[88],"3.":[90]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
