{"id":"https://openalex.org/W4405200127","doi":"https://doi.org/10.1145/3698062.3698068","title":"An Android Malware Detection Method Based on Native Code and LSTM","display_name":"An Android Malware Detection Method Based on Native Code and LSTM","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4405200127","doi":"https://doi.org/10.1145/3698062.3698068"},"language":"en","primary_location":{"id":"doi:10.1145/3698062.3698068","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3698062.3698068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 The 6th World Symposium on Software Engineering (WSSE)","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":null,"display_name":"Hao Fu","orcid":"https://orcid.org/0009-0000-4478-8192"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Fu","raw_affiliation_strings":["Hubei Province Key Laboratory of Intelligent Robots, Wuhan Institute of Technology, Wuhan, Hubei, China","School of Computer Science and Engineering, Wuhan Institute of Technology, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0009-0000-4478-8192","affiliations":[{"raw_affiliation_string":"Hubei Province Key Laboratory of Intelligent Robots, Wuhan Institute of Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I91125648"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Wuhan Institute of Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064349861","display_name":"Shaofei Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaofei Wu","raw_affiliation_strings":["Hubei Province Key Laboratory of Intelligent Robots, Wuhan Institute of Technology, Wuhan, Hubei, China","School of Computer Science and Engineering, Wuhan Institute of Technology, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-7573-7889","affiliations":[{"raw_affiliation_string":"Hubei Province Key Laboratory of Intelligent Robots, Wuhan Institute of Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I91125648"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Wuhan Institute of Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I91125648"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91125648"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24158405,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"44"},"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":0.9700000286102295,"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":0.8323663473129272},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.822993814945221},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.8040405511856079},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.7331231832504272},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4819197952747345},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.42876261472702026},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3835226893424988},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.32486993074417114}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8323663473129272},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.822993814945221},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.8040405511856079},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.7331231832504272},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4819197952747345},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.42876261472702026},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3835226893424988},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.32486993074417114},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3698062.3698068","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3698062.3698068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 The 6th World Symposium on Software Engineering (WSSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2407313496","https://openalex.org/W2885070483","https://openalex.org/W2944407972","https://openalex.org/W3007075806","https://openalex.org/W3039088822","https://openalex.org/W3118343432","https://openalex.org/W3172817683","https://openalex.org/W4226215798","https://openalex.org/W4284989899","https://openalex.org/W4294470244","https://openalex.org/W4302016191","https://openalex.org/W4318275390"],"related_works":["https://openalex.org/W2560361988","https://openalex.org/W2507113366","https://openalex.org/W2591124010","https://openalex.org/W3200508744","https://openalex.org/W3025122950","https://openalex.org/W2311926078","https://openalex.org/W2895504842","https://openalex.org/W1565885216","https://openalex.org/W2717179875","https://openalex.org/W4249118297"],"abstract_inverted_index":{"The":[0],"ubiquity":[1],"of":[2,11,26,32,57,127],"mobile":[3],"Internet":[4],"has":[5],"made":[6],"smartphones":[7],"an":[8],"essential":[9],"component":[10],"modern":[12],"life,":[13],"yet":[14],"they":[15],"remain":[16],"prime":[17],"targets":[18],"for":[19,121,146],"information":[20],"security":[21],"threats.":[22],"Despite":[23],"a":[24,72,86,132,143],"multitude":[25],"malware":[27,89,148],"detection":[28,44,90,126],"systems,":[29],"skilled":[30],"developers":[31],"malicious":[33,129],"software":[34],"adeptly":[35],"conceal":[36],"harmful":[37],"code":[38,59,102,130],"within":[39],"applications,":[40],"thus":[41],"eluding":[42],"standard":[43],"techniques.":[45],"A":[46],"significant":[47],"challenge":[48],"in":[49,77,131,159],"Android":[50,78,88,106,147,161],"application":[51],"reverse":[52],"engineering":[53],"is":[54,68],"the":[55,118,125,154],"extraction":[56],"critical":[58],"from":[60,113],"\".so\"":[61],"files,":[62],"known":[63],"as":[64,71],"native":[65,101],"code,":[66],"which":[67],"often":[69],"viewed":[70],"secure":[73],"and":[74,110,157],"clandestine":[75],"strategy":[76],"development.":[79],"Addressing":[80],"this":[81],"challenge,":[82],"our":[83],"research":[84],"introduces":[85],"novel":[87],"approach":[91],"that":[92],"leverages":[93],"Long":[94],"Short-Term":[95],"Memory":[96],"(LSTM)":[97],"networks":[98],"to":[99],"scrutinize":[100],"opcodes.":[103],"By":[104],"decompressing":[105],"Application":[107],"Packages":[108],"(APKs)":[109],"extracting":[111],"opcodes":[112],"shared":[114],"libraries,":[115],"we":[116],"utilize":[117],"tf-idf":[119],"algorithm":[120],"feature":[122],"selection,":[123],"facilitating":[124],"obscured":[128],"static":[133],"analysis":[134],"context.":[135],"This":[136],"methodology,":[137],"bolstered":[138],"by":[139],"LSTM":[140],"training,":[141],"constructs":[142],"formidable":[144],"framework":[145],"detection.":[149],"Our":[150],"empirical":[151],"assessments":[152],"confirm":[153],"method's":[155],"effectiveness":[156],"superiority":[158],"detecting":[160],"malware.":[162]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}