{"id":"https://openalex.org/W4402594867","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674123","title":"Entropy-Based Malware Detection Using One Dimensional CNN","display_name":"Entropy-Based Malware Detection Using One Dimensional CNN","publication_year":2024,"publication_date":"2024-07-09","ids":{"openalex":"https://openalex.org/W4402594867","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674123"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan62264.2024.10674123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan62264.2024.10674123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 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/A5111330232","display_name":"S. Okubo","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":"Sota Okubo","raw_affiliation_strings":["Doshisha University,Graduate School of Science and Engineering,Kyoto,Japan"],"affiliations":[{"raw_affiliation_string":"Doshisha University,Graduate School of Science and Engineering,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"],"affiliations":[{"raw_affiliation_string":"Doshisha University,Graduate School of Science and Engineering,Kyoto,Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065201436","display_name":"Jun Cheng","orcid":"https://orcid.org/0000-0002-7771-2132"},"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"],"affiliations":[{"raw_affiliation_string":"Doshisha University,Graduate School of Science and Engineering,Kyoto,Japan","institution_ids":["https://openalex.org/I133984924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111330232"],"corresponding_institution_ids":["https://openalex.org/I133984924"],"apc_list":null,"apc_paid":null,"fwci":1.1251,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77802763,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"763","last_page":"764"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9950000047683716,"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":0.9799000024795532,"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":0.8133450150489807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7781760692596436},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5220924615859985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48114168643951416},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35038578510284424},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34222304821014404},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3381388187408447}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8133450150489807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7781760692596436},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5220924615859985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48114168643951416},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35038578510284424},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34222304821014404},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3381388187408447},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan62264.2024.10674123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-taiwan62264.2024.10674123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2135814109","https://openalex.org/W2990518194"],"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/W4284893819","https://openalex.org/W2249809453","https://openalex.org/W3152891574","https://openalex.org/W4316881845"],"abstract_inverted_index":{"In":[0,18],"this":[1,30],"paper,":[2],"we":[3,22,62],"propose":[4],"an":[5],"entropy-based":[6],"malware":[7],"detection":[8,90,93],"method":[9,91],"using":[10,70],"a":[11,64,79],"one-dimensional":[12],"(1D)":[13],"convolutional":[14],"neural":[15],"network":[16],"(CNN).":[17],"the":[19,24,37],"proposed":[20,89],"method,":[21],"calculate":[23],"entropy":[25,45],"of":[26,39,81],"software":[27,31,57],"and":[28,51],"classify":[29],"into":[32],"two":[33],"groups":[34],"according":[35],"to":[36,48,67],"value":[38],"its":[40],"entropy.":[41,60],"Software":[42],"with":[43,58],"high":[44],"is":[46],"considered":[47],"be":[49],"obfuscated":[50],"has":[52],"significantly":[53],"different":[54],"characteristics":[55],"from":[56],"low":[59],"Then,":[61],"apply":[63],"1D":[65,71],"CNN":[66],"each":[68],"group,":[69],"vectors":[72],"as":[73],"input.":[74],"We":[75],"conducted":[76],"experiments":[77],"on":[78],"dataset":[80],"Portable":[82],"Executable":[83],"files,":[84],"which":[85],"showed":[86],"that":[87],"our":[88],"improved":[92],"performance.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
