{"id":"https://openalex.org/W2794594067","doi":"https://doi.org/10.1155/2018/8094314","title":"Runtime Detection Framework for Android Malware","display_name":"Runtime Detection Framework for Android Malware","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2794594067","doi":"https://doi.org/10.1155/2018/8094314","mag":"2794594067"},"language":"en","primary_location":{"id":"doi:10.1155/2018/8094314","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/8094314","pdf_url":"http://downloads.hindawi.com/journals/misy/2018/8094314.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/misy/2018/8094314.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044407047","display_name":"TaeGuen Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"TaeGuen Kim","raw_affiliation_strings":["Hanyang University, Haengdang-dong, Seongdong-gu, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University, Haengdang-dong, Seongdong-gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007577685","display_name":"BooJoong Kang","orcid":"https://orcid.org/0000-0001-5984-9867"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"BooJoong Kang","raw_affiliation_strings":["Center for Secure Information Technologies, ECIT, Belfast, UK"],"raw_orcid":"https://orcid.org/0000-0001-5984-9867","affiliations":[{"raw_affiliation_string":"Center for Secure Information Technologies, ECIT, Belfast, UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009979103","display_name":"Eul Gyu Im","orcid":"https://orcid.org/0000-0002-4130-513X"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Eul Gyu Im","raw_affiliation_strings":["Hanyang University, Haengdang-dong, Seongdong-gu, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-4130-513X","affiliations":[{"raw_affiliation_string":"Hanyang University, Haengdang-dong, Seongdong-gu, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5009979103"],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":1.1017,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.77911741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2018","issue":null,"first_page":"1","last_page":"15"},"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":0.9943000078201294,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9843000173568726,"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":0.9326217174530029},{"id":"https://openalex.org/keywords/bytecode","display_name":"Bytecode","score":0.7569172382354736},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.713738203048706},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6327093243598938},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.6294977068901062},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.605094850063324},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.5453961491584778},{"id":"https://openalex.org/keywords/taint-checking","display_name":"Taint checking","score":0.4379871189594269},{"id":"https://openalex.org/keywords/rewriting","display_name":"Rewriting","score":0.4262283146381378},{"id":"https://openalex.org/keywords/program-analysis","display_name":"Program analysis","score":0.4257586598396301},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4106157124042511},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.38007020950317383},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.12347713112831116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9326217174530029},{"id":"https://openalex.org/C2779818221","wikidata":"https://www.wikidata.org/wiki/Q837330","display_name":"Bytecode","level":3,"score":0.7569172382354736},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.713738203048706},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6327093243598938},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.6294977068901062},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.605094850063324},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.5453961491584778},{"id":"https://openalex.org/C63116202","wikidata":"https://www.wikidata.org/wiki/Q7676227","display_name":"Taint checking","level":3,"score":0.4379871189594269},{"id":"https://openalex.org/C154690210","wikidata":"https://www.wikidata.org/wiki/Q1668499","display_name":"Rewriting","level":2,"score":0.4262283146381378},{"id":"https://openalex.org/C98183937","wikidata":"https://www.wikidata.org/wiki/Q2112188","display_name":"Program analysis","level":2,"score":0.4257586598396301},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4106157124042511},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.38007020950317383},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.12347713112831116},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2018/8094314","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/8094314","pdf_url":"http://downloads.hindawi.com/journals/misy/2018/8094314.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:71a97529acf74e6c9d0bc750e988dd09","is_oa":false,"landing_page_url":"https://doaj.org/article/71a97529acf74e6c9d0bc750e988dd09","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mobile Information Systems, Vol 2018 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2018/8094314","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/8094314","pdf_url":"http://downloads.hindawi.com/journals/misy/2018/8094314.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1314704059","display_name":null,"funder_award_id":"20174010201170","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G1804752677","display_name":null,"funder_award_id":"20174010201170","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G1951073722","display_name":null,"funder_award_id":"2017-0-00388","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"},{"id":"https://openalex.org/G2113084656","display_name":null,"funder_award_id":"20174010201170","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"},{"id":"https://openalex.org/G2311693355","display_name":null,"funder_award_id":"NRF-2016R1A2B4015254","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4013216055","display_name":null,"funder_award_id":"2016R1A2B4015254","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G5010024213","display_name":null,"funder_award_id":"2016R1A2B4015254","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G6226807331","display_name":null,"funder_award_id":"2017-0-00388","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G7497021264","display_name":null,"funder_award_id":"2017-0-00388","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G7539677363","display_name":null,"funder_award_id":"2017-0-00388","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7694601718","display_name":null,"funder_award_id":"2016R1A2B4015254","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335199","display_name":"Korea Institute of Energy Technology Evaluation and Planning","ror":"https://ror.org/02zq38y32"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2794594067.pdf","grobid_xml":"https://content.openalex.org/works/W2794594067.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1964241047","https://openalex.org/W1982730827","https://openalex.org/W2023380141","https://openalex.org/W2059513841","https://openalex.org/W2060692877","https://openalex.org/W2063439127","https://openalex.org/W2105594594","https://openalex.org/W2998501028"],"related_works":["https://openalex.org/W2754570878","https://openalex.org/W2296128045","https://openalex.org/W4287775986","https://openalex.org/W2806773351","https://openalex.org/W2969365378","https://openalex.org/W2011987478","https://openalex.org/W2128389850","https://openalex.org/W2771082954","https://openalex.org/W3026855649","https://openalex.org/W3188145288"],"abstract_inverted_index":{"As":[0],"the":[1,11,103,134,141,144,148,175,183,187,197],"number":[2],"of":[3,196],"Android":[4,98,176],"malware":[5,14,99,135],"has":[6],"been":[7,18],"increased":[8],"rapidly":[9],"over":[10],"years,":[12],"various":[13],"detection":[15,100,136,184],"methods":[16,23,32,44,67],"have":[17,39,69],"proposed":[19,198],"so":[20,62],"far.":[21],"Existing":[22],"can":[24],"be":[25,49,82,154],"classified":[26],"into":[27],"two":[28],"categories:":[29],"static":[30,42],"analysis-based":[31,35,43,66],"and":[33,61,78,119,138,186,194],"dynamic":[34,65,86,94],"methods.":[36],"Both":[37],"approaches":[38],"some":[40,70],"limitations:":[41],"are":[45,75,125],"relatively":[46,76],"easy":[47],"to":[48,84,132,153,167,190],"avoided":[50],"through":[51],"transformation":[52],"techniques":[53],"such":[54],"as":[55],"junk":[56],"instruction":[57],"insertions,":[58],"code":[59],"reordering,":[60],"on.":[63],"However,":[64],"also":[68],"limitations":[71],"that":[72,101,112,124],"analysis":[73,95],"overheads":[74,189],"high":[77],"kernel":[79],"modification":[80],"might":[81],"required":[83],"extract":[85],"features.":[87],"In":[88,159,178],"this":[89],"paper,":[90],"we":[91,139,181],"propose":[92],"a":[93,109],"framework":[96,107,142],"for":[97],"overcomes":[102],"aforementioned":[104],"shortcomings.":[105],"The":[106],"uses":[108],"suffix":[110,149],"tree":[111,150],"contains":[113],"API":[114,169],"(Application":[115],"Programming":[116],"Interface)":[117],"subtraces":[118],"their":[120],"probabilistic":[121],"confidence":[122],"values":[123],"generated":[126],"using":[127],"HMMs":[128],"(Hidden":[129],"Markov":[130],"Model)":[131],"reduce":[133],"overhead,":[137],"designed":[140],"with":[143],"client-server":[145],"architecture":[146],"since":[147],"is":[151,165],"infeasible":[152],"deployed":[155],"in":[156,174],"mobile":[157],"devices.":[158],"addition,":[160],"an":[161],"application":[162],"rewriting":[163],"technique":[164],"used":[166],"trace":[168],"invocations":[170],"without":[171],"any":[172],"modifications":[173],"kernel.":[177],"our":[179],"experiments,":[180],"measured":[182],"accuracy":[185],"computational":[188],"evaluate":[191],"its":[192],"effectiveness":[193],"efficiency":[195],"framework.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
