{"id":"https://openalex.org/W2753669113","doi":"https://doi.org/10.1007/s11042-017-5104-0","title":"Android malware detection based on system call sequences and LSTM","display_name":"Android malware detection based on system call sequences and LSTM","publication_year":2017,"publication_date":"2017-09-02","ids":{"openalex":"https://openalex.org/W2753669113","doi":"https://doi.org/10.1007/s11042-017-5104-0","mag":"2753669113"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-017-5104-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-017-5104-0","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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/A5101600503","display_name":"Xi Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Xiao","raw_affiliation_strings":["Graduate School At Shenzhen, Tsinghua University, Shenzhen, 518055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School At Shenzhen, Tsinghua University, Shenzhen, 518055, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061858149","display_name":"Shaofeng Zhang","orcid":"https://orcid.org/0000-0002-9920-2344"},"institutions":[{"id":"https://openalex.org/I3131625388","display_name":"University Town of Shenzhen","ror":"https://ror.org/05f5j6225","country_code":"CN","type":"education","lineage":["https://openalex.org/I3131625388"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaofeng Zhang","raw_affiliation_strings":["Graduate School At Shenzhen, Tsinghua University, Shenzhen, 518055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School At Shenzhen, Tsinghua University, Shenzhen, 518055, China","institution_ids":["https://openalex.org/I3131625388","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023695406","display_name":"Francesco Mercaldo","orcid":"https://orcid.org/0000-0002-9425-1657"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Mercaldo","raw_affiliation_strings":["Institute for Informatics and Telematics, National Research Council of Italy, 56124, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Informatics and Telematics, National Research Council of Italy, 56124, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085450781","display_name":"Guangwu Hu","orcid":"https://orcid.org/0000-0003-3947-9998"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangwu Hu","raw_affiliation_strings":["School of Computer Science, Shenzhen Institute of Information Technology, Shenzhen, 518172, China"],"raw_orcid":"https://orcid.org/0000-0003-3947-9998","affiliations":[{"raw_affiliation_string":"School of Computer Science, Shenzhen Institute of Information Technology, Shenzhen, 518172, China","institution_ids":["https://openalex.org/I158809036"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072241102","display_name":"Arun Kumar Sangaiah","orcid":"https://orcid.org/0000-0002-0229-2460"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arun Kumar Sangaiah","raw_affiliation_strings":["School of Computing Science and Engineering, VIT University, Vellore, 632014, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Science and Engineering, VIT University, Vellore, 632014, India","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085450781"],"corresponding_institution_ids":["https://openalex.org/I158809036"],"apc_list":null,"apc_paid":null,"fwci":11.7737,"has_fulltext":false,"cited_by_count":264,"citation_normalized_percentile":{"value":0.99071862,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"78","issue":"4","first_page":"3979","last_page":"3999"},"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":0.9957000017166138,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9087486267089844},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.71880704164505},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.6556941270828247},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6265823841094971},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5616369843482971},{"id":"https://openalex.org/keywords/system-call","display_name":"System call","score":0.5603931546211243},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.548029899597168},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5051999688148499},{"id":"https://openalex.org/keywords/mobile-malware","display_name":"Mobile malware","score":0.46592116355895996},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.44908469915390015},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44410091638565063},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3584285080432892},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3353274464607239},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2713022232055664},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13901925086975098}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9087486267089844},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.71880704164505},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.6556941270828247},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6265823841094971},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5616369843482971},{"id":"https://openalex.org/C2778579508","wikidata":"https://www.wikidata.org/wiki/Q722192","display_name":"System call","level":2,"score":0.5603931546211243},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.548029899597168},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5051999688148499},{"id":"https://openalex.org/C2780967490","wikidata":"https://www.wikidata.org/wiki/Q1291200","display_name":"Mobile malware","level":3,"score":0.46592116355895996},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.44908469915390015},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44410091638565063},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3584285080432892},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3353274464607239},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2713022232055664},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13901925086975098}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-017-5104-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-017-5104-0","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3521146367","display_name":null,"funder_award_id":"2015A030310492","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W179875071","https://openalex.org/W307864394","https://openalex.org/W1955187410","https://openalex.org/W1978762841","https://openalex.org/W2000386798","https://openalex.org/W2024071684","https://openalex.org/W2064675550","https://openalex.org/W2107878631","https://openalex.org/W2110485445","https://openalex.org/W2122672392","https://openalex.org/W2125011234","https://openalex.org/W2127723417","https://openalex.org/W2144499799","https://openalex.org/W2171389360","https://openalex.org/W2189172270","https://openalex.org/W2293940443","https://openalex.org/W2298292381","https://openalex.org/W2308726246","https://openalex.org/W2318851192","https://openalex.org/W2324464293","https://openalex.org/W2344803892","https://openalex.org/W2347019181","https://openalex.org/W2402268235","https://openalex.org/W2403259843","https://openalex.org/W2407059953","https://openalex.org/W2461651791","https://openalex.org/W2553104861","https://openalex.org/W2555737301","https://openalex.org/W2911429478","https://openalex.org/W4251988905","https://openalex.org/W4285719527","https://openalex.org/W6601700763","https://openalex.org/W6631448583"],"related_works":["https://openalex.org/W4249118297","https://openalex.org/W2717179875","https://openalex.org/W2311926078","https://openalex.org/W2609233367","https://openalex.org/W3195586271","https://openalex.org/W2782775281","https://openalex.org/W4312234627","https://openalex.org/W2395100307","https://openalex.org/W2895504842","https://openalex.org/W2267725681"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":39},{"year":2022,"cited_by_count":54},{"year":2021,"cited_by_count":42},{"year":2020,"cited_by_count":38},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-25T08:15:23.626066","created_date":"2025-10-10T00:00:00"}
