{"id":"https://openalex.org/W4387004102","doi":"https://doi.org/10.1007/s10664-023-10375-y","title":"Experimental comparison of features, analyses, and classifiers for Android malware detection","display_name":"Experimental comparison of features, analyses, and classifiers for Android malware detection","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387004102","doi":"https://doi.org/10.1007/s10664-023-10375-y"},"language":"en","primary_location":{"id":"doi:10.1007/s10664-023-10375-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-023-10375-y","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"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":"Empirical Software Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/sis_research/8211","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029828965","display_name":"Lwin Khin Shar","orcid":"https://orcid.org/0000-0001-5130-0407"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Lwin Khin Shar","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-5130-0407","affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035418890","display_name":"Biniam Fisseha Demissie","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087059","display_name":"Technology Innovation Institute","ror":"https://ror.org/001kv2y39","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210087059"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Biniam Fisseha Demissie","raw_affiliation_strings":["Technology Innovation Institute, 9639, Masdar City, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology Innovation Institute, 9639, Masdar City, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210087059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019508589","display_name":"Mariano Ceccato","orcid":"https://orcid.org/0000-0001-7325-0316"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mariano Ceccato","raw_affiliation_strings":["University of Verona, Verona, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088089609","display_name":"Yan Naing Tun","orcid":"https://orcid.org/0009-0009-2899-4637"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yan Naing Tun","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081036622","display_name":"David Lo","orcid":"https://orcid.org/0000-0002-4367-7201"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"David Lo","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083048049","display_name":"Lingxiao Jiang","orcid":"https://orcid.org/0000-0002-4336-8548"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lingxiao Jiang","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092932907","display_name":"Christoph Bienert","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Bienert","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5029828965"],"corresponding_institution_ids":["https://openalex.org/I79891267"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.9595,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75605076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"28","issue":"6","first_page":null,"last_page":null},"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":0.988099992275238,"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":0.9843000173568726,"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/computer-science","display_name":"Computer science","score":0.7684142589569092},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.740140438079834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7342256307601929},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7323909401893616},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7001062631607056},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6280828714370728},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.5507460832595825},{"id":"https://openalex.org/keywords/permission","display_name":"Permission","score":0.5324878096580505},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48069506883621216},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4240611791610718},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4131205677986145},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09741789102554321}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7684142589569092},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.740140438079834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7342256307601929},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7323909401893616},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7001062631607056},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6280828714370728},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.5507460832595825},{"id":"https://openalex.org/C2779089604","wikidata":"https://www.wikidata.org/wiki/Q7169333","display_name":"Permission","level":2,"score":0.5324878096580505},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48069506883621216},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4240611791610718},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4131205677986145},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09741789102554321},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10664-023-10375-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-023-10375-y","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"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":"Empirical Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-9214","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/8211","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1007/s10664-023-10375-y","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-9214","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/8211","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1007/s10664-023-10375-y","raw_type":"Journal Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G4269018165","display_name":null,"funder_award_id":"NRF2018NCR-NSOE004-0001","funder_id":"https://openalex.org/F4320317295","funder_display_name":"Dipartimenti di Eccellenza"},{"id":"https://openalex.org/G5137579441","display_name":null,"funder_award_id":"NRF2018NCR-NSOE004-0001","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"},{"id":"https://openalex.org/G5747250296","display_name":null,"funder_award_id":"MIUR 2018-2022","funder_id":"https://openalex.org/F4320317295","funder_display_name":"Dipartimenti di Eccellenza"}],"funders":[{"id":"https://openalex.org/F4320317295","display_name":"Dipartimenti di Eccellenza","ror":null},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W6736853","https://openalex.org/W7469215","https://openalex.org/W79549259","https://openalex.org/W258019806","https://openalex.org/W1647869403","https://openalex.org/W1856835768","https://openalex.org/W1943233084","https://openalex.org/W1976107877","https://openalex.org/W1981276685","https://openalex.org/W1997201541","https://openalex.org/W1999728176","https://openalex.org/W2003276999","https://openalex.org/W2007857904","https://openalex.org/W2026875669","https://openalex.org/W2037026906","https://openalex.org/W2059043756","https://openalex.org/W2085301524","https://openalex.org/W2095577883","https://openalex.org/W2104839588","https://openalex.org/W2140095007","https://openalex.org/W2148143831","https://openalex.org/W2152149943","https://openalex.org/W2166743230","https://openalex.org/W2168103835","https://openalex.org/W2216498498","https://openalex.org/W2227887088","https://openalex.org/W2334842536","https://openalex.org/W2407059953","https://openalex.org/W2407313496","https://openalex.org/W2508015754","https://openalex.org/W2560361988","https://openalex.org/W2577844960","https://openalex.org/W2599823825","https://openalex.org/W2603160474","https://openalex.org/W2608489681","https://openalex.org/W2789983203","https://openalex.org/W2794510434","https://openalex.org/W2795309687","https://openalex.org/W2849849680","https://openalex.org/W2883454930","https://openalex.org/W2885070483","https://openalex.org/W2888312537","https://openalex.org/W2891412322","https://openalex.org/W2895210669","https://openalex.org/W2909609357","https://openalex.org/W2912135847","https://openalex.org/W2934018981","https://openalex.org/W2949676527","https://openalex.org/W2953506610","https://openalex.org/W2962756421","https://openalex.org/W2968146306","https://openalex.org/W2969244304","https://openalex.org/W3016369654","https://openalex.org/W3023752763","https://openalex.org/W3085238546","https://openalex.org/W3089392154","https://openalex.org/W3097730806","https://openalex.org/W3110643640","https://openalex.org/W3133963303","https://openalex.org/W3134215180","https://openalex.org/W3160345471","https://openalex.org/W4205947740","https://openalex.org/W4256462051","https://openalex.org/W6633728996"],"related_works":["https://openalex.org/W2316685381","https://openalex.org/W4294976063","https://openalex.org/W3003485427","https://openalex.org/W2056388267","https://openalex.org/W4210309948","https://openalex.org/W2249350383","https://openalex.org/W2755037920","https://openalex.org/W2717179875","https://openalex.org/W4249118297","https://openalex.org/W4388923452"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
