{"id":"https://openalex.org/W3209153585","doi":"https://doi.org/10.1109/access.2021.3123187","title":"Recent Advances in Android Mobile Malware Detection: A Systematic Literature Review","display_name":"Recent Advances in Android Mobile Malware Detection: A Systematic Literature Review","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3209153585","doi":"https://doi.org/10.1109/access.2021.3123187","mag":"3209153585"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3123187","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3123187","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09585476.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09585476.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011027329","display_name":"Abdulaziz Alzubaidi","orcid":"https://orcid.org/0000-0002-5523-9938"},"institutions":[{"id":"https://openalex.org/I199693650","display_name":"Umm al-Qura University","ror":"https://ror.org/01xjqrm90","country_code":"SA","type":"education","lineage":["https://openalex.org/I199693650"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Abdulaziz Alzubaidi","raw_affiliation_strings":["Computer Science in Al-Qunfudhah, Umm Al-Qura University. (e-mail: aazubaidi@uqu.edu.sa)","Computer Science in Al-Qunfudhah, Umm Al-Qura University"],"raw_orcid":"https://orcid.org/0000-0002-5523-9938","affiliations":[{"raw_affiliation_string":"Computer Science in Al-Qunfudhah, Umm Al-Qura University. (e-mail: aazubaidi@uqu.edu.sa)","institution_ids":["https://openalex.org/I199693650"]},{"raw_affiliation_string":"Computer Science in Al-Qunfudhah, Umm Al-Qura University","institution_ids":["https://openalex.org/I199693650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011027329"],"corresponding_institution_ids":["https://openalex.org/I199693650"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.2416,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.93027461,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"146318","last_page":"146349"},"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":0.992900013923645,"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":0.9562000036239624,"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/malware","display_name":"Malware","score":0.9129334092140198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7946534156799316},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.7603317499160767},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5927220582962036},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.570015549659729},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.5456536412239075},{"id":"https://openalex.org/keywords/mobile-malware","display_name":"Mobile malware","score":0.522519588470459},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4480729401111603},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.4386865496635437},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4125521183013916},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.35212409496307373},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2858000099658966},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11586949229240417}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9129334092140198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7946534156799316},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.7603317499160767},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5927220582962036},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.570015549659729},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.5456536412239075},{"id":"https://openalex.org/C2780967490","wikidata":"https://www.wikidata.org/wiki/Q1291200","display_name":"Mobile malware","level":3,"score":0.522519588470459},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4480729401111603},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.4386865496635437},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4125521183013916},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.35212409496307373},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2858000099658966},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11586949229240417},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3123187","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3123187","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09585476.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a5f76719b79e42b6b86a5a85e9983e60","is_oa":true,"landing_page_url":"https://doaj.org/article/a5f76719b79e42b6b86a5a85e9983e60","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 146318-146349 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3123187","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3123187","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09585476.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3209153585.pdf","grobid_xml":"https://content.openalex.org/works/W3209153585.grobid-xml"},"referenced_works_count":214,"referenced_works":["https://openalex.org/W170635818","https://openalex.org/W201480968","https://openalex.org/W575847903","https://openalex.org/W1497960466","https://openalex.org/W1519043595","https://openalex.org/W1528113134","https://openalex.org/W1553101044","https://openalex.org/W1596717185","https://openalex.org/W1610496399","https://openalex.org/W1636244751","https://openalex.org/W1639305476","https://openalex.org/W1647869403","https://openalex.org/W1684737195","https://openalex.org/W1685464609","https://openalex.org/W1698314624","https://openalex.org/W1731093136","https://openalex.org/W1764129941","https://openalex.org/W1817561967","https://openalex.org/W1943233084","https://openalex.org/W1945616565","https://openalex.org/W1965210407","https://openalex.org/W1965403193","https://openalex.org/W1968327128","https://openalex.org/W1968597682","https://openalex.org/W1973397550","https://openalex.org/W1973965874","https://openalex.org/W1977177161","https://openalex.org/W1980867644","https://openalex.org/W1981653086","https://openalex.org/W1984008582","https://openalex.org/W1986480799","https://openalex.org/W1987868950","https://openalex.org/W1990533299","https://openalex.org/W1990649188","https://openalex.org/W1996118086","https://openalex.org/W1997931601","https://openalex.org/W1999728176","https://openalex.org/W2000386798","https://openalex.org/W2000484728","https://openalex.org/W2005680383","https://openalex.org/W2007857904","https://openalex.org/W2010616279","https://openalex.org/W2016269511","https://openalex.org/W2018316318","https://openalex.org/W2024071684","https://openalex.org/W2024314232","https://openalex.org/W2026875669","https://openalex.org/W2031254140","https://openalex.org/W2037026906","https://openalex.org/W2037272049","https://openalex.org/W2038072814","https://openalex.org/W2041122820","https://openalex.org/W2041276426","https://openalex.org/W2041403353","https://openalex.org/W2042460734","https://openalex.org/W2046843253","https://openalex.org/W2048715902","https://openalex.org/W2048971218","https://openalex.org/W2049858105","https://openalex.org/W2051524756","https://openalex.org/W2055637322","https://openalex.org/W2056690037","https://openalex.org/W2060537671","https://openalex.org/W2060782570","https://openalex.org/W2070386561","https://openalex.org/W2071536101","https://openalex.org/W2074231493","https://openalex.org/W2077278164","https://openalex.org/W2080157505","https://openalex.org/W2089468765","https://openalex.org/W2090312876","https://openalex.org/W2091279789","https://openalex.org/W2091551108","https://openalex.org/W2091681703","https://openalex.org/W2099126842","https://openalex.org/W2099854653","https://openalex.org/W2100495367","https://openalex.org/W2100975556","https://openalex.org/W2104766360","https://openalex.org/W2106046226","https://openalex.org/W2108700604","https://openalex.org/W2111998194","https://openalex.org/W2116668505","https://openalex.org/W2117853077","https://openalex.org/W2118037184","https://openalex.org/W2121227244","https://openalex.org/W2122672392","https://openalex.org/W2123105932","https://openalex.org/W2125011234","https://openalex.org/W2125055259","https://openalex.org/W2127671294","https://openalex.org/W2131799137","https://openalex.org/W2132449440","https://openalex.org/W2140405352","https://openalex.org/W2141554582","https://openalex.org/W2142145056","https://openalex.org/W2143554828","https://openalex.org/W2145642970","https://openalex.org/W2149497729","https://openalex.org/W2149706766","https://openalex.org/W2151461670","https://openalex.org/W2151570219","https://openalex.org/W2152885278","https://openalex.org/W2153635508","https://openalex.org/W2155048419","https://openalex.org/W2155632266","https://openalex.org/W2156483112","https://openalex.org/W2157529519","https://openalex.org/W2162840817","https://openalex.org/W2164641162","https://openalex.org/W2167003418","https://openalex.org/W2171389360","https://openalex.org/W2185981305","https://openalex.org/W2194847007","https://openalex.org/W2291014553","https://openalex.org/W2308884720","https://openalex.org/W2324464293","https://openalex.org/W2325135768","https://openalex.org/W2334842536","https://openalex.org/W2365382545","https://openalex.org/W2407313496","https://openalex.org/W2487124337","https://openalex.org/W2489553161","https://openalex.org/W2511353470","https://openalex.org/W2522783303","https://openalex.org/W2536311873","https://openalex.org/W2554125638","https://openalex.org/W2591102410","https://openalex.org/W2598119844","https://openalex.org/W2598193574","https://openalex.org/W2603160474","https://openalex.org/W2612123163","https://openalex.org/W2620844046","https://openalex.org/W2724662765","https://openalex.org/W2737578512","https://openalex.org/W2767843091","https://openalex.org/W2767857768","https://openalex.org/W2772660489","https://openalex.org/W2783327762","https://openalex.org/W2784097977","https://openalex.org/W2786678880","https://openalex.org/W2789983203","https://openalex.org/W2790117856","https://openalex.org/W2791662519","https://openalex.org/W2792736988","https://openalex.org/W2794444863","https://openalex.org/W2799708726","https://openalex.org/W2808915780","https://openalex.org/W2883868912","https://openalex.org/W2886064601","https://openalex.org/W2890494234","https://openalex.org/W2898252236","https://openalex.org/W2898258005","https://openalex.org/W2899717138","https://openalex.org/W2900275727","https://openalex.org/W2905912674","https://openalex.org/W2906740928","https://openalex.org/W2910827135","https://openalex.org/W2913710781","https://openalex.org/W2916086000","https://openalex.org/W2944720157","https://openalex.org/W2953506610","https://openalex.org/W2960154677","https://openalex.org/W2962880130","https://openalex.org/W2963204406","https://openalex.org/W2963207607","https://openalex.org/W2963586838","https://openalex.org/W2963951026","https://openalex.org/W2964636835","https://openalex.org/W2966342255","https://openalex.org/W2969244304","https://openalex.org/W2973628901","https://openalex.org/W2980521635","https://openalex.org/W2984482968","https://openalex.org/W2986232939","https://openalex.org/W3002262692","https://openalex.org/W3003626607","https://openalex.org/W3007018545","https://openalex.org/W3007254919","https://openalex.org/W3008923560","https://openalex.org/W3016369654","https://openalex.org/W3039088822","https://openalex.org/W3093981756","https://openalex.org/W3097730806","https://openalex.org/W3099091571","https://openalex.org/W3099263166","https://openalex.org/W3104213016","https://openalex.org/W3112311055","https://openalex.org/W3142234974","https://openalex.org/W3159337037","https://openalex.org/W3175362003","https://openalex.org/W4232546416","https://openalex.org/W4236137412","https://openalex.org/W4239799938","https://openalex.org/W4251541794","https://openalex.org/W4285719527","https://openalex.org/W4300607852","https://openalex.org/W6629823275","https://openalex.org/W6631388279","https://openalex.org/W6636177537","https://openalex.org/W6637461618","https://openalex.org/W6640425456","https://openalex.org/W6668642437","https://openalex.org/W6678277124","https://openalex.org/W6682073222","https://openalex.org/W6683984541","https://openalex.org/W6684801420","https://openalex.org/W6686742002","https://openalex.org/W6740505910","https://openalex.org/W6753153400","https://openalex.org/W6785441188","https://openalex.org/W6792198795","https://openalex.org/W6797754631","https://openalex.org/W6990322636"],"related_works":["https://openalex.org/W2717179875","https://openalex.org/W4249118297","https://openalex.org/W2311926078","https://openalex.org/W3199551743","https://openalex.org/W4281384336","https://openalex.org/W3195586271","https://openalex.org/W2782775281","https://openalex.org/W2781346976","https://openalex.org/W4312234627","https://openalex.org/W2899262475"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,10,61],"global":[4],"pervasiveness":[5],"of":[6,12,14],"smartphones":[7],"has":[8],"prompted":[9],"development":[11],"millions":[13],"free":[15],"and":[16,32,35,63,68,72,85],"commercially":[17],"available":[18],"applications.":[19],"These":[20,38],"applications":[21],"allow":[22],"users":[23],"to":[24,75,80],"perform":[25],"various":[26],"activities,":[27],"such":[28],"as":[29],"communicating,":[30],"gaming,":[31],"completing":[33],"financial":[34],"educational":[36],"tasks.":[37],"commonly":[39],"used":[40,74],"devices":[41],"often":[42],"store":[43],"sensitive":[44],"private":[45],"information":[46],"and,":[47],"consequently,":[48],"have":[49],"been":[50],"increasingly":[51],"targeted":[52],"by":[53],"harmful":[54],"malicious":[55],"software.":[56],"This":[57],"paper":[58],"focuses":[59],"on":[60],"concepts":[62],"risks":[64],"associated":[65,83],"with":[66,78],"malware,":[67],"reviews":[69],"current":[70],"approaches":[71],"mechanisms":[73],"detect":[76],"malware":[77],"respect":[79],"their":[81],"methodology,":[82],"datasets,":[84],"evaluation":[86],"metrics.":[87]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}