{"id":"https://openalex.org/W3083928326","doi":"https://doi.org/10.4018/ijisp.2020100104","title":"DecaDroid Classification and Characterization of Malicious Behaviour in Android Applications","display_name":"DecaDroid Classification and Characterization of Malicious Behaviour in Android Applications","publication_year":2020,"publication_date":"2020-09-08","ids":{"openalex":"https://openalex.org/W3083928326","doi":"https://doi.org/10.4018/ijisp.2020100104","mag":"3083928326"},"language":"en","primary_location":{"id":"doi:10.4018/ijisp.2020100104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijisp.2020100104","pdf_url":null,"source":{"id":"https://openalex.org/S191782446","display_name":"International Journal of Information Security and Privacy","issn_l":"1930-1650","issn":["1930-1650","1930-1669"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security and Privacy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050175775","display_name":"Charu Gupta","orcid":"https://orcid.org/0000-0001-9169-5108"},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Charu Gupta","raw_affiliation_strings":["Indira Gandhi Delhi Technical Universiy for Women, Delhi, India"],"raw_orcid":"https://orcid.org/0000-0001-9169-5108","affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical Universiy for Women, Delhi, India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014993324","display_name":"R. K. Singh","orcid":"https://orcid.org/0000-0001-8729-2293"},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakesh Kumar Singh","raw_affiliation_strings":["Indira Gandhi Delhi Technical University for Women, Delhi, India"],"raw_orcid":"https://orcid.org/0000-0001-8729-2293","affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women, Delhi, India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027497346","display_name":"Simran Kaur Bhatia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Simran Kaur Bhatia","raw_affiliation_strings":["Indira Gandhi Delhi Technical University for Women, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women, Delhi, India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021107821","display_name":"Amar Kumar Mohapatra","orcid":"https://orcid.org/0000-0002-8025-6879"},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amar Kumar Mohapatra","raw_affiliation_strings":["Indira Gandhi Delhi Technical University for Women, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women, Delhi, India","institution_ids":["https://openalex.org/I4210143260"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050175775"],"corresponding_institution_ids":["https://openalex.org/I4210143260"],"apc_list":null,"apc_paid":null,"fwci":0.3039,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.54578109,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"14","issue":"4","first_page":"57","last_page":"73"},"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":0.9930999875068665,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9805999994277954,"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":0.8982101678848267},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8243769407272339},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.8186950087547302},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.7783881425857544},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.5781088471412659},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.47034719586372375},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3271285891532898},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08306464552879333}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8982101678848267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8243769407272339},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.8186950087547302},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.7783881425857544},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.5781088471412659},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.47034719586372375},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3271285891532898},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08306464552879333}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijisp.2020100104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijisp.2020100104","pdf_url":null,"source":{"id":"https://openalex.org/S191782446","display_name":"International Journal of Information Security and Privacy","issn_l":"1930-1650","issn":["1930-1650","1930-1669"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security and Privacy","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jisp00:v:14:y:2020:i:4:p:57-73","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJISP.2020100104","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W121173099","https://openalex.org/W1604852208","https://openalex.org/W1678356000","https://openalex.org/W1865564993","https://openalex.org/W1943233084","https://openalex.org/W1999728176","https://openalex.org/W2017025011","https://openalex.org/W2060692877","https://openalex.org/W2060782570","https://openalex.org/W2122672392","https://openalex.org/W2166743230","https://openalex.org/W2168103835","https://openalex.org/W2324464293","https://openalex.org/W2489553161","https://openalex.org/W2610659201","https://openalex.org/W2737344310","https://openalex.org/W2762359966","https://openalex.org/W2811149605","https://openalex.org/W2888194137","https://openalex.org/W4244726870","https://openalex.org/W4250658309","https://openalex.org/W6823704364"],"related_works":["https://openalex.org/W2782775281","https://openalex.org/W4312334973","https://openalex.org/W2560361988","https://openalex.org/W2507113366","https://openalex.org/W65788704","https://openalex.org/W2085301524","https://openalex.org/W2717179875","https://openalex.org/W4249118297","https://openalex.org/W2791662519","https://openalex.org/W3036603968"],"abstract_inverted_index":{"Widespread":[0],"use":[1],"of":[2,13,38,58,102,114,136,142],"Android-based":[3,25],"applications":[4,60,116],"on":[5,24,107],"the":[6,20,32,55,100,103,108,111,115,139],"smartphones":[7],"has":[8,71,117,128],"resulted":[9],"in":[10],"significant":[11],"growth":[12],"security":[14],"attack":[15],"incidents.":[16],"Malware-based":[17],"attacks":[18,23],"are":[19],"most":[21],"common":[22],"smartphones.":[26],"To":[27],"forestall":[28],"malware":[29,40,123,143],"from":[30,91],"attacking":[31],"users,":[33],"a":[34],"much":[35],"better":[36],"understanding":[37],"Android":[39,59,80,104],"and":[41,53,67,82,133],"its":[42],"behaviour":[43,57,113],"is":[44],"required.":[45],"In":[46],"this":[47],"article,":[48],"an":[49],"approach":[50,127],"to":[51,98,120,148],"classify":[52],"characterise":[54],"malicious":[56,112],"using":[61],"static":[62],"features,":[63],"data":[64,92],"flow":[65,93],"analysis,":[66],"machine":[68],"learning":[69],"techniques":[70],"been":[72,96,118],"proposed.":[73],"Static":[74],"features":[75,101,109],"like":[76],"hardware":[77],"components,":[78],"permissions,":[79],"components":[81],"inter-component":[83],"communication":[84],"along":[85],"with":[86,138],"unique":[87],"source-sink":[88],"pairs":[89],"obtained":[90],"analysis":[94],"have":[95],"used":[97],"extract":[99],"applications.":[105],"Based":[106],"extracted,":[110],"classified":[119,145],"their":[121],"respective":[122],"family.":[124],"The":[125],"proposed":[126],"given":[129],"95.19%":[130],"accuracy":[131],"rate":[132],"F1":[134],"measure":[135],"92.19302":[137],"largest":[140],"number":[141],"families":[144],"as":[146],"compared":[147],"previous":[149],"work.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
