{"id":"https://openalex.org/W3208341661","doi":"https://doi.org/10.5555/3381569.3381609","title":"An exploratory deep learning approach to mobile malware detection","display_name":"An exploratory deep learning approach to mobile malware detection","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3208341661","doi":"https://doi.org/10.5555/3381569.3381609","mag":"3208341661"},"language":"en","primary_location":{"id":"mag:3208341661","is_oa":true,"landing_page_url":"https://dl.acm.org/doi/10.5555/3381569.3381609","pdf_url":null,"source":{"id":"https://openalex.org/S56112914","display_name":"Journal of computing sciences in colleges","issn_l":"1937-4763","issn":["1937-4763","1937-4771"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4361727485","host_organization_name":"Consortium for Computing Sciences in Colleges","host_organization_lineage":["https://openalex.org/P4361727485"],"host_organization_lineage_names":["Consortium for Computing Sciences in Colleges"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of computing sciences in colleges","raw_type":null},"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dl.acm.org/doi/10.5555/3381569.3381609","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018366497","display_name":"Diaz-GonzalezJocelyn","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Diaz-GonzalezJocelyn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022863467","display_name":"MbaziiraAlex","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"MbaziiraAlex","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5086825843","display_name":"LiuMichelle","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"LiuMichelle","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1636,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50423596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"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":0.9968000054359436,"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":0.9968000054359436,"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":0.97079998254776,"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/T12799","display_name":"Mobile and Web Applications","score":0.9036999940872192,"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":0.7792706489562988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7750877141952515},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4667283296585083},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4531557559967041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44749048352241516},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3534029424190521}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7792706489562988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7750877141952515},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4667283296585083},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4531557559967041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44749048352241516},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3534029424190521}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3208341661","is_oa":true,"landing_page_url":"https://dl.acm.org/doi/10.5555/3381569.3381609","pdf_url":null,"source":{"id":"https://openalex.org/S56112914","display_name":"Journal of computing sciences in colleges","issn_l":"1937-4763","issn":["1937-4763","1937-4771"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4361727485","host_organization_name":"Consortium for Computing Sciences in Colleges","host_organization_lineage":["https://openalex.org/P4361727485"],"host_organization_lineage_names":["Consortium for Computing Sciences in Colleges"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Journal of computing sciences in colleges","raw_type":null}],"best_oa_location":{"id":"mag:3208341661","is_oa":true,"landing_page_url":"https://dl.acm.org/doi/10.5555/3381569.3381609","pdf_url":null,"source":{"id":"https://openalex.org/S56112914","display_name":"Journal of computing sciences in colleges","issn_l":"1937-4763","issn":["1937-4763","1937-4771"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4361727485","host_organization_name":"Consortium for Computing Sciences in Colleges","host_organization_lineage":["https://openalex.org/P4361727485"],"host_organization_lineage_names":["Consortium for Computing Sciences in Colleges"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of computing sciences in colleges","raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2089735638","https://openalex.org/W3128377237","https://openalex.org/W2363725487","https://openalex.org/W3180053432","https://openalex.org/W3183826413","https://openalex.org/W1659147496","https://openalex.org/W3116586409","https://openalex.org/W2911429478","https://openalex.org/W2926606268","https://openalex.org/W2972753993","https://openalex.org/W2181494682","https://openalex.org/W3139261190","https://openalex.org/W3047201250","https://openalex.org/W1555061247","https://openalex.org/W2484248966","https://openalex.org/W3037366031","https://openalex.org/W3176707280","https://openalex.org/W2097988300","https://openalex.org/W2142145056","https://openalex.org/W2183350201"],"abstract_inverted_index":{"Traditional":[0],"malware":[1],"detection":[2],"techniques":[3],"have":[4],"been":[5],"widely":[6],"adopted":[7],"in":[8,22],"various":[9],"anti-malware":[10],"programs":[11],"for":[12],"desktop":[13],"as":[14,16],"well":[15],"laptop":[17],"computers.":[18],"However,":[19],"its":[20],"counterparts":[21],"the":[23],"arena":[24],"of":[25],"mobile":[26],"devices":[27],"...":[28]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-10-10T17:16:08.811792","created_date":"2025-10-10T00:00:00"}
