{"id":"https://openalex.org/W4224263490","doi":"https://doi.org/10.1007/s10489-022-03523-2","title":"Self-attention based convolutional-LSTM for android malware detection using network traffics grayscale image","display_name":"Self-attention based convolutional-LSTM for android malware detection using network traffics grayscale image","publication_year":2022,"publication_date":"2022-04-20","ids":{"openalex":"https://openalex.org/W4224263490","doi":"https://doi.org/10.1007/s10489-022-03523-2"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-022-03523-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-022-03523-2","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-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/A5021030351","display_name":"Limin Shen","orcid":"https://orcid.org/0000-0002-9325-2279"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Limin Shen","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101958703","display_name":"Jiayin Feng","orcid":"https://orcid.org/0000-0003-2687-2280"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]},{"id":"https://openalex.org/I48381559","display_name":"Hebei Normal University of Science and Technology","ror":"https://ror.org/05g1mag11","country_code":"CN","type":"education","lineage":["https://openalex.org/I48381559"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayin Feng","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China","School of Mathematics and Information Science and Technology, Hebei Normal University of Science and Technology, Qinhuangdao, HeBei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China","institution_ids":["https://openalex.org/I39333907"]},{"raw_affiliation_string":"School of Mathematics and Information Science and Technology, Hebei Normal University of Science and Technology, Qinhuangdao, HeBei, China","institution_ids":["https://openalex.org/I48381559"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100601939","display_name":"Zhen Chen","orcid":"https://orcid.org/0000-0003-4424-7315"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Chen","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072750595","display_name":"Zhongkui Sun","orcid":"https://orcid.org/0000-0002-5073-557X"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongkui Sun","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061965199","display_name":"Dongkui Liang","orcid":"https://orcid.org/0000-0003-3764-8129"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongkui Liang","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423879","display_name":"Hui Li","orcid":"https://orcid.org/0000-0002-3494-4419"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]},{"id":"https://openalex.org/I48381559","display_name":"Hebei Normal University of Science and Technology","ror":"https://ror.org/05g1mag11","country_code":"CN","type":"education","lineage":["https://openalex.org/I48381559"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China","School of Mathematics and Information Science and Technology, Hebei Normal University of Science and Technology, Qinhuangdao, HeBei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China","institution_ids":["https://openalex.org/I39333907"]},{"raw_affiliation_string":"School of Mathematics and Information Science and Technology, Hebei Normal University of Science and Technology, Qinhuangdao, HeBei, China","institution_ids":["https://openalex.org/I48381559"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100411328","display_name":"Yuying Wang","orcid":"https://orcid.org/0000-0001-8325-1814"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuying Wang","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, HeBei, 066004, China","institution_ids":["https://openalex.org/I39333907"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5021030351"],"corresponding_institution_ids":["https://openalex.org/I39333907"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.3119,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.95164798,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"53","issue":"1","first_page":"683","last_page":"705"},"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":0.9968000054359436,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9656000137329102,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8827918767929077},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8376909494400024},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.7608891129493713},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.6560875773429871},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6510747671127319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6130189299583435},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.5978825688362122},{"id":"https://openalex.org/keywords/mobile-malware","display_name":"Mobile malware","score":0.4796631634235382},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.471540242433548},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4548225998878479},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44106703996658325},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4218023121356964},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35386180877685547},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33846181631088257},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.21977397799491882},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12923896312713623},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11039552092552185}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8827918767929077},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8376909494400024},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.7608891129493713},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.6560875773429871},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6510747671127319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6130189299583435},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.5978825688362122},{"id":"https://openalex.org/C2780967490","wikidata":"https://www.wikidata.org/wiki/Q1291200","display_name":"Mobile malware","level":3,"score":0.4796631634235382},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.471540242433548},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4548225998878479},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44106703996658325},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4218023121356964},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35386180877685547},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33846181631088257},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21977397799491882},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12923896312713623},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11039552092552185}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-022-03523-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-022-03523-2","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1535111405","https://openalex.org/W2122672392","https://openalex.org/W2298292381","https://openalex.org/W2401896535","https://openalex.org/W2485696422","https://openalex.org/W2517914653","https://openalex.org/W2528284558","https://openalex.org/W2568897335","https://openalex.org/W2577741565","https://openalex.org/W2586009157","https://openalex.org/W2606697812","https://openalex.org/W2609225916","https://openalex.org/W2610238516","https://openalex.org/W2618621776","https://openalex.org/W2736327398","https://openalex.org/W2743725580","https://openalex.org/W2751855490","https://openalex.org/W2753692828","https://openalex.org/W2782729947","https://openalex.org/W2785978842","https://openalex.org/W2791265065","https://openalex.org/W2791868180","https://openalex.org/W2792310543","https://openalex.org/W2794730535","https://openalex.org/W2807671950","https://openalex.org/W2808549504","https://openalex.org/W2809616033","https://openalex.org/W2891118559","https://openalex.org/W2900489878","https://openalex.org/W2901033482","https://openalex.org/W2903488155","https://openalex.org/W2904406713","https://openalex.org/W2906631928","https://openalex.org/W2907236248","https://openalex.org/W2912135847","https://openalex.org/W2915981028","https://openalex.org/W2939342150","https://openalex.org/W2946009685","https://openalex.org/W2968263527","https://openalex.org/W2971148162","https://openalex.org/W2979461903","https://openalex.org/W2980139868","https://openalex.org/W2982413766","https://openalex.org/W2982739679","https://openalex.org/W2990121995","https://openalex.org/W2991307539","https://openalex.org/W3005988012","https://openalex.org/W3082059448","https://openalex.org/W3094190102","https://openalex.org/W3107835297","https://openalex.org/W3129375586","https://openalex.org/W3139293719","https://openalex.org/W3147879240"],"related_works":["https://openalex.org/W4249118297","https://openalex.org/W2717179875","https://openalex.org/W2311926078","https://openalex.org/W3199551743","https://openalex.org/W4281384336","https://openalex.org/W3195586271","https://openalex.org/W2782775281","https://openalex.org/W4312234627","https://openalex.org/W2781346976","https://openalex.org/W2899262475"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
