{"id":"https://openalex.org/W1532142362","doi":"https://doi.org/10.1155/2015/479174","title":"Detecting and Classifying Android Malware Using Static Analysis along with Creator Information","display_name":"Detecting and Classifying Android Malware Using Static Analysis along with Creator Information","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1532142362","doi":"https://doi.org/10.1155/2015/479174","mag":"1532142362"},"language":"en","primary_location":{"id":"doi:10.1155/2015/479174","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/479174","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2015/479174","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1155/2015/479174","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048958543","display_name":"Hyunjae Kang","orcid":"https://orcid.org/0000-0003-2044-1711"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunjae Kang","raw_affiliation_strings":["Graduate School of Information Security, Korea University, Seoul 136-713, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Security, Korea University, Seoul 136-713, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090564752","display_name":"Jae-wook Jang","orcid":"https://orcid.org/0000-0002-2273-1993"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-wook Jang","raw_affiliation_strings":["Graduate School of Information Security, Korea University, Seoul 136-713, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Security, Korea University, Seoul 136-713, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077402873","display_name":"Aziz Mohaisen","orcid":"https://orcid.org/0000-0003-3227-2505"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aziz Mohaisen","raw_affiliation_strings":["Verisign Labs, Reston, VA 20190, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Verisign Labs, Reston, VA 20190, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091602017","display_name":"Huy Kang Kim","orcid":"https://orcid.org/0000-0002-0760-8807"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Huy Kang Kim","raw_affiliation_strings":["Graduate School of Information Security, Korea University, Seoul 136-713, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-0760-8807","affiliations":[{"raw_affiliation_string":"Graduate School of Information Security, Korea University, Seoul 136-713, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091602017"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":13.3322,"has_fulltext":false,"cited_by_count":152,"citation_normalized_percentile":{"value":0.992232,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"11","issue":"6","first_page":"479174","last_page":"479174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9889000058174133,"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":0.9889000058174133,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.0019000000320374966,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.0013000000035390258,"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/malware","display_name":"Malware","score":0.9230359792709351},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8678505420684814},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.79485684633255},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.7449090480804443},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.4666329324245453},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.46642833948135376},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.46416571736335754},{"id":"https://openalex.org/keywords/certificate","display_name":"Certificate","score":0.45644858479499817},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35698458552360535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32028958201408386},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2336253821849823}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9230359792709351},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8678505420684814},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.79485684633255},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.7449090480804443},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.4666329324245453},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.46642833948135376},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.46416571736335754},{"id":"https://openalex.org/C96865113","wikidata":"https://www.wikidata.org/wiki/Q2946816","display_name":"Certificate","level":2,"score":0.45644858479499817},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35698458552360535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32028958201408386},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2336253821849823},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2015/479174","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/479174","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2015/479174","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1903.01618","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1903.01618","pdf_url":"https://arxiv.org/pdf/1903.01618","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:RePEc:sae:intdis:v:11:y:2015:i:6:p:479174","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1155/2015/479174","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:36babc6b7bb54210b369116021c7c588","is_oa":false,"landing_page_url":"https://doaj.org/article/36babc6b7bb54210b369116021c7c588","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":"International Journal of Distributed Sensor Networks, Vol 11 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2015/479174","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2015/479174","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1155/2015/479174","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G4212698917","display_name":null,"funder_award_id":"NIPA-2014-H0301-14-1004","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G5844443888","display_name":null,"funder_award_id":"NIPA-2014-H0301-14-1004","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7526369454","display_name":null,"funder_award_id":"2014R1A1A1006228","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G80998484","display_name":null,"funder_award_id":"2014R1A1A1006228","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1532142362.pdf","grobid_xml":"https://content.openalex.org/works/W1532142362.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1990649188","https://openalex.org/W2003276999","https://openalex.org/W2028727337","https://openalex.org/W2041276426","https://openalex.org/W2053715745","https://openalex.org/W2058180826","https://openalex.org/W2086401659","https://openalex.org/W2104839588","https://openalex.org/W2123437505","https://openalex.org/W2125011234","https://openalex.org/W2140095007","https://openalex.org/W2141198770","https://openalex.org/W2142145056","https://openalex.org/W2156744053","https://openalex.org/W2164539435","https://openalex.org/W2275378310","https://openalex.org/W2399891510","https://openalex.org/W2913794384","https://openalex.org/W2951900017","https://openalex.org/W4239125266"],"related_works":["https://openalex.org/W2560361988","https://openalex.org/W2507113366","https://openalex.org/W2610659201","https://openalex.org/W3200508744","https://openalex.org/W3025122950","https://openalex.org/W2311926078","https://openalex.org/W2895504842","https://openalex.org/W2955731880","https://openalex.org/W2462192250","https://openalex.org/W4285507391"],"abstract_inverted_index":{"Thousands":[0],"of":[1,19,28,64,98,108],"malicious":[2,78,113],"applications":[3,21,79],"targeting":[4],"mobile":[5],"devices,":[6],"including":[7],"the":[8,62,70],"popular":[9],"Android":[10,65],"platform,":[11],"are":[12,22],"created":[13,23],"every":[14],"day.":[15],"A":[16],"large":[17],"number":[18,27,107],"those":[20],"by":[24,53,68,100],"a":[25,39,58,74,85],"small":[26],"professional":[29],"underground":[30],"actors;":[31],"however":[32],"previous":[33],"studies":[34],"overlooked":[35],"such":[36,104],"information":[37,72,103],"as":[38,73,105],"feature":[40,75],"in":[41,47,91],"detecting":[42],"and":[43,46,76,115,135,140],"classifying":[44],"malware":[45,49,66,99,126],"attributing":[48],"to":[50,60,117],"creators.":[51],"Guided":[52],"this":[54,89],"insight,":[55],"we":[56,132],"propose":[57],"method":[59,90],"improve":[61],"performance":[63,137],"detection":[67,97,119,134],"incorporating":[69],"creator's":[71],"classify":[77,125],"into":[80],"similar":[81],"groups.":[82],"We":[83],"developed":[84],"system":[86,94,122],"that":[87],"implements":[88],"practice.":[92],"Our":[93],"enables":[95],"fast":[96],"using":[101],"creator":[102],"serial":[106],"certificate.":[109],"Additionally,":[110],"it":[111],"analyzes":[112],"behaviors":[114],"permissions":[116],"increase":[118],"accuracy.":[120],"The":[121],"also":[123],"can":[124],"based":[127],"on":[128],"similarity":[129],"scoring.":[130],"Finally,":[131],"showed":[133],"classification":[136],"with":[138],"98%":[139],"90%":[141],"accuracy,":[142],"respectively.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":28},{"year":2020,"cited_by_count":21},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2021-02-01T00:00:00"}