{"id":"https://openalex.org/W4403722345","doi":"https://doi.org/10.1109/access.2024.3485917","title":"A Malware Detection Method Based on Genetic Algorithm Optimized CNN-SENet Network","display_name":"A Malware Detection Method Based on Genetic Algorithm Optimized CNN-SENet Network","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403722345","doi":"https://doi.org/10.1109/access.2024.3485917"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3485917","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3485917","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3485917","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zheng Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zheng Yang","raw_affiliation_strings":["Electric Power Research Institute of Yunnan Power Grid Company Ltd., Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of Yunnan Power Grid Company Ltd., Kunming, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hua Zhu","orcid":"https://orcid.org/0009-0004-0162-3362"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hua Zhu","raw_affiliation_strings":["Electric Power Research Institute of Yunnan Power Grid Company Ltd., Kunming, China"],"raw_orcid":"https://orcid.org/0009-0004-0162-3362","affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of Yunnan Power Grid Company Ltd., Kunming, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038499684","display_name":"Li Zhao","orcid":"https://orcid.org/0000-0002-3347-6377"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Li","raw_affiliation_strings":["Faculty of Electric Power Engineering, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electric Power Engineering, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115593820","display_name":"Gang Wang","orcid":"https://orcid.org/0000-0003-0252-488X"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Wang","raw_affiliation_strings":["Faculty of Electric Power Engineering, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electric Power Engineering, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100683064","display_name":"Meng Su","orcid":"https://orcid.org/0009-0005-3883-6609"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meng Su","raw_affiliation_strings":["Electric Power Research Institute of Yunnan Power Grid Company Ltd., Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of Yunnan Power Grid Company Ltd., Kunming, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.4077,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82416122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"160052","last_page":"160063"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9952999949455261,"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":0.9952999949455261,"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":0.9891999959945679,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9325000047683716,"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":0.8406832218170166},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6558370590209961},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5251783132553101},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45116451382637024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3820146918296814},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19971635937690735},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12339788675308228}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8406832218170166},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6558370590209961},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5251783132553101},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45116451382637024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3820146918296814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19971635937690735},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12339788675308228}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3485917","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3485917","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f03b06ccd8184fb3ad411a5287c2aeff","is_oa":true,"landing_page_url":"https://doaj.org/article/f03b06ccd8184fb3ad411a5287c2aeff","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 160052-160063 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3485917","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3485917","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3497500868","display_name":null,"funder_award_id":"YNKJXM20222248","funder_id":"https://openalex.org/F4320335967","funder_display_name":"Science and Technology Project of State Grid"}],"funders":[{"id":"https://openalex.org/F4320335967","display_name":"Science and Technology Project of State Grid","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W2564494760","https://openalex.org/W2749928722","https://openalex.org/W2752782242","https://openalex.org/W2796385736","https://openalex.org/W2808519772","https://openalex.org/W2887544206","https://openalex.org/W2891254156","https://openalex.org/W2898457271","https://openalex.org/W2914373984","https://openalex.org/W2963594166","https://openalex.org/W2969763191","https://openalex.org/W2982705228","https://openalex.org/W2992853260","https://openalex.org/W3004549544","https://openalex.org/W3016155638","https://openalex.org/W3034897363","https://openalex.org/W3035733952","https://openalex.org/W3040937085","https://openalex.org/W3042947008","https://openalex.org/W3097730806","https://openalex.org/W3100266868","https://openalex.org/W3129177738","https://openalex.org/W3134221566","https://openalex.org/W3166382720","https://openalex.org/W3170903008","https://openalex.org/W3175896293","https://openalex.org/W3176448712","https://openalex.org/W3195672100","https://openalex.org/W3199463718","https://openalex.org/W3208220695","https://openalex.org/W4221069539","https://openalex.org/W4283724342","https://openalex.org/W4290829900","https://openalex.org/W4303857474","https://openalex.org/W4320004386","https://openalex.org/W4323655380","https://openalex.org/W4387191197","https://openalex.org/W4387427776","https://openalex.org/W4388584888","https://openalex.org/W4389833619","https://openalex.org/W4390276582","https://openalex.org/W4391062851","https://openalex.org/W4391651228","https://openalex.org/W4392337985","https://openalex.org/W4393135369","https://openalex.org/W4396520530","https://openalex.org/W4396529278","https://openalex.org/W4396614312","https://openalex.org/W4398208864","https://openalex.org/W6604196288","https://openalex.org/W6637818101"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"convolutional":[3,83],"neural":[4,84],"network":[5,15,85,138],"(CNN)":[6],"has":[7],"achieved":[8],"great":[9],"success":[10],"in":[11,115],"the":[12,19,25,34,71,77,82,88,94,97,119,124,134,141,149,157,163,173,179],"field":[13],"of":[14,21,28,36,70,93,136,144,153,169],"security":[16],"protection.":[17],"With":[18],"popularization":[20],"smart":[22],"terminals":[23],"and":[24,32,112,146,151,183,186],"gradual":[26],"increase":[27],"power":[29,37],"grid":[30],"informatization":[31],"digitization,":[33],"protection":[35],"monitoring":[38],"systems":[39],"from":[40],"various":[41],"cybersecurity":[42],"threads":[43],"is":[44,130,176],"a":[45,61],"current":[46],"scientific":[47],"problem":[48],"that":[49,172],"needs":[50],"to":[51,86,104,118,132,139,147],"be":[52],"solved":[53],"urgently.":[54],"To":[55],"this":[56,58],"end,":[57],"paper":[59],"proposes":[60],"malware":[62,155,170,189],"detection":[63,190],"method":[64,175],"based":[65],"on":[66],"genetic":[67,128],"algorithm":[68,129],"optimization":[69],"CNN-SENet":[72,125,137],"network,":[73],"which":[74,114],"firstly":[75],"introduces":[76],"SENet":[78],"attention":[79],"mechanism":[80],"into":[81],"enhance":[87],"spatial":[89],"feature":[90,121],"extraction":[91,122],"capability":[92],"model;":[95,126],"then,":[96],"application":[98],"programming":[99],"interface":[100],"(API)":[101],"sequences":[102],"corresponding":[103],"different":[105,154],"software":[106],"behaviors":[107],"are":[108],"processed":[109],"by":[110],"segmentation":[111],"de-duplication,":[113],"turn":[116],"leads":[117],"sequence":[120],"through":[123],"finally,":[127],"used":[131],"optimize":[133],"hyperparameters":[135],"reduce":[140],"computational":[142],"overhead":[143],"CNN":[145],"achieve":[148,188],"recognition":[150],"classification":[152],"at":[156],"output":[158],"layer.":[159],"The":[160],"examples":[161],"under":[162],"public":[164],"dataset":[165],"containing":[166],"8":[167],"kinds":[168],"show":[171],"proposed":[174],"better":[177],"than":[178],"traditional":[180],"algorithmic":[181],"model,":[182],"can":[184],"accurately":[185],"efficiently":[187],"with":[191],"strong":[192],"generalization":[193],"ability.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
