{"id":"https://openalex.org/W4404884672","doi":"https://doi.org/10.1007/978-3-031-78128-5_17","title":"A Weighted Discrete Wavelet Transform-Based Capsule Network for Malware Classification","display_name":"A Weighted Discrete Wavelet Transform-Based Capsule Network for Malware Classification","publication_year":2024,"publication_date":"2024-11-30","ids":{"openalex":"https://openalex.org/W4404884672","doi":"https://doi.org/10.1007/978-3-031-78128-5_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-78128-5_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78128-5_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5101270041","display_name":"Tonghua Qiao","orcid":null},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]},{"id":"https://openalex.org/I82333064","display_name":"Chinese Academy of Governance","ror":"https://ror.org/006cgkx15","country_code":"CN","type":"government","lineage":["https://openalex.org/I82333064"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tonghua Qiao","raw_affiliation_strings":["Lab of Heterogeneous Network Security and Governance, Haikou, China","School of Cyberspace Security, Hainan University, Haikou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab of Heterogeneous Network Security and Governance, Haikou, China","institution_ids":["https://openalex.org/I82333064"]},{"raw_affiliation_string":"School of Cyberspace Security, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002971389","display_name":"Chunjie Cao","orcid":"https://orcid.org/0000-0001-9439-8256"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]},{"id":"https://openalex.org/I82333064","display_name":"Chinese Academy of Governance","ror":"https://ror.org/006cgkx15","country_code":"CN","type":"government","lineage":["https://openalex.org/I82333064"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunjie Cao","raw_affiliation_strings":["Lab of Heterogeneous Network Security and Governance, Haikou, China","School of Cyberspace Security, Hainan University, Haikou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab of Heterogeneous Network Security and Governance, Haikou, China","institution_ids":["https://openalex.org/I82333064"]},{"raw_affiliation_string":"School of Cyberspace Security, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002721866","display_name":"Binghui Zou","orcid":"https://orcid.org/0000-0003-4279-9562"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]},{"id":"https://openalex.org/I82333064","display_name":"Chinese Academy of Governance","ror":"https://ror.org/006cgkx15","country_code":"CN","type":"government","lineage":["https://openalex.org/I82333064"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binghui Zou","raw_affiliation_strings":["Lab of Heterogeneous Network Security and Governance, Haikou, China","School of Cyberspace Security, Hainan University, Haikou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab of Heterogeneous Network Security and Governance, Haikou, China","institution_ids":["https://openalex.org/I82333064"]},{"raw_affiliation_string":"School of Cyberspace Security, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000462480","display_name":"Fangjian Tao","orcid":"https://orcid.org/0000-0001-8637-7383"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]},{"id":"https://openalex.org/I82333064","display_name":"Chinese Academy of Governance","ror":"https://ror.org/006cgkx15","country_code":"CN","type":"government","lineage":["https://openalex.org/I82333064"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangjian Tao","raw_affiliation_strings":["Lab of Heterogeneous Network Security and Governance, Haikou, China","School of Cyberspace Security, Hainan University, Haikou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab of Heterogeneous Network Security and Governance, Haikou, China","institution_ids":["https://openalex.org/I82333064"]},{"raw_affiliation_string":"School of Cyberspace Security, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006420454","display_name":"Yinan Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]},{"id":"https://openalex.org/I82333064","display_name":"Chinese Academy of Governance","ror":"https://ror.org/006cgkx15","country_code":"CN","type":"government","lineage":["https://openalex.org/I82333064"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinan Cheng","raw_affiliation_strings":["Lab of Heterogeneous Network Security and Governance, Haikou, China","School of Cyberspace Security, Hainan University, Haikou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab of Heterogeneous Network Security and Governance, Haikou, China","institution_ids":["https://openalex.org/I82333064"]},{"raw_affiliation_string":"School of Cyberspace Security, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100360395","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0003-0235-1333"},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["Faculty of Data Science City University of Macau, Macau SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Data Science City University of Macau, Macau SAR, China","institution_ids":["https://openalex.org/I6469544"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102311164","display_name":"Jingzhang Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]},{"id":"https://openalex.org/I82333064","display_name":"Chinese Academy of Governance","ror":"https://ror.org/006cgkx15","country_code":"CN","type":"government","lineage":["https://openalex.org/I82333064"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingzhang Sun","raw_affiliation_strings":["Lab of Heterogeneous Network Security and Governance, Haikou, China","School of Cyberspace Security, Hainan University, Haikou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab of Heterogeneous Network Security and Governance, Haikou, China","institution_ids":["https://openalex.org/I82333064"]},{"raw_affiliation_string":"School of Cyberspace Security, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102311164"],"corresponding_institution_ids":["https://openalex.org/I20942203","https://openalex.org/I82333064"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6817,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86203942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"259","last_page":"274"},"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":0.9962000250816345,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9239000082015991,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8319263458251953},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6165812611579895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5324381589889526},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5222393274307251},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.5171955823898315},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.45797276496887207},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4572467803955078},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36733922362327576},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35516881942749023},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18699347972869873}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8319263458251953},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6165812611579895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5324381589889526},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5222393274307251},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.5171955823898315},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.45797276496887207},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4572467803955078},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36733922362327576},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35516881942749023},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18699347972869873}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-78128-5_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-78128-5_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2010065958","https://openalex.org/W2247776437","https://openalex.org/W2301473744","https://openalex.org/W2793223501","https://openalex.org/W2895892359","https://openalex.org/W2900633536","https://openalex.org/W2961700857","https://openalex.org/W2972552958","https://openalex.org/W2992853260","https://openalex.org/W3002277530","https://openalex.org/W3044535915","https://openalex.org/W3112697340","https://openalex.org/W3157814027","https://openalex.org/W3169356041","https://openalex.org/W3174909610","https://openalex.org/W3177052299","https://openalex.org/W3178593045","https://openalex.org/W3186874092","https://openalex.org/W3187790458","https://openalex.org/W3196064684","https://openalex.org/W3216526200","https://openalex.org/W4206050892","https://openalex.org/W4213055350","https://openalex.org/W4283259368","https://openalex.org/W4292820477","https://openalex.org/W4294690579","https://openalex.org/W4307454796","https://openalex.org/W4385454058","https://openalex.org/W4387185386","https://openalex.org/W4388145533","https://openalex.org/W4388914142","https://openalex.org/W4392103452","https://openalex.org/W6639864006","https://openalex.org/W6743446608","https://openalex.org/W6818723395"],"related_works":["https://openalex.org/W183670115","https://openalex.org/W4245420407","https://openalex.org/W1501179639","https://openalex.org/W3199035354","https://openalex.org/W2085792030","https://openalex.org/W1807354010","https://openalex.org/W3143644526","https://openalex.org/W598225674","https://openalex.org/W1588899229","https://openalex.org/W2077021924"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}