{"id":"https://openalex.org/W4391923583","doi":"https://doi.org/10.1109/ocit59427.2023.10431229","title":"Android Malware Detection And Family Classification using Permission Features With Intrusion Awareness","display_name":"Android Malware Detection And Family Classification using Permission Features With Intrusion Awareness","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4391923583","doi":"https://doi.org/10.1109/ocit59427.2023.10431229"},"language":"en","primary_location":{"id":"doi:10.1109/ocit59427.2023.10431229","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ocit59427.2023.10431229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 OITS International Conference on Information Technology (OCIT)","raw_type":"proceedings-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/A5001742799","display_name":"Praful R. Pardhi","orcid":"https://orcid.org/0000-0003-0043-8013"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Praful R. Pardhi","raw_affiliation_strings":["KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India","School of Computer Engineering, Computer Science & Engg. Shri Ramdeobab College of Engineering & Management, Nagpur, India","School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, India"],"affiliations":[{"raw_affiliation_string":"KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India","institution_ids":["https://openalex.org/I67357951"]},{"raw_affiliation_string":"School of Computer Engineering, Computer Science & Engg. Shri Ramdeobab College of Engineering & Management, Nagpur, India","institution_ids":[]},{"raw_affiliation_string":"School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074851678","display_name":"Jitendra Kumar Rout","orcid":"https://orcid.org/0000-0002-5295-1110"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jitendra Kumar Rout","raw_affiliation_strings":["National Institute of Technology,Department of Computer Science & Engineering,Raipur,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Computer Science & Engineering,Raipur,India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093952718","display_name":"Vanshika V. Bais","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vanshika V. Bais","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering & Management,Department of Computer Science & Engineering,Nagpur,India"],"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering & Management,Department of Computer Science & Engineering,Nagpur,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111131570","display_name":"Kapil V. Pawar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kapil V. Pawar","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering & Management,Department of Computer Science & Engineering,Nagpur,India"],"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering & Management,Department of Computer Science & Engineering,Nagpur,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101306332","display_name":"Mamta R. Yadav","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mamta R. Yadav","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering & Management,Department of Computer Science & Engineering,Nagpur,India"],"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering & Management,Department of Computer Science & Engineering,Nagpur,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093952719","display_name":"Harsh C. Gade","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Harsh C. Gade","raw_affiliation_strings":["Shri Ramdeobaba College of Engineering & Management,Department of Computer Science & Engineering,Nagpur,India"],"affiliations":[{"raw_affiliation_string":"Shri Ramdeobaba College of Engineering & Management,Department of Computer Science & Engineering,Nagpur,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5001742799"],"corresponding_institution_ids":["https://openalex.org/I67357951"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22125555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":null,"first_page":"11","last_page":"16"},"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":0.9973999857902527,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9793000221252441,"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/permission","display_name":"Permission","score":0.8922871351242065},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8201702833175659},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.7197413444519043},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.7135859727859497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6588557362556458},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5796153545379639},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5699777007102966},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.40244072675704956},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3297545909881592},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2448086142539978}],"concepts":[{"id":"https://openalex.org/C2779089604","wikidata":"https://www.wikidata.org/wiki/Q7169333","display_name":"Permission","level":2,"score":0.8922871351242065},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8201702833175659},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.7197413444519043},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.7135859727859497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6588557362556458},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5796153545379639},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5699777007102966},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.40244072675704956},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3297545909881592},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2448086142539978},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ocit59427.2023.10431229","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ocit59427.2023.10431229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 OITS International Conference on Information Technology (OCIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.6800000071525574,"display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2056388267","https://openalex.org/W2141433008","https://openalex.org/W2171389360","https://openalex.org/W2811324016","https://openalex.org/W2890972913","https://openalex.org/W2996806689","https://openalex.org/W3009762876","https://openalex.org/W3025825564","https://openalex.org/W3098640816","https://openalex.org/W3129883375","https://openalex.org/W4214945123","https://openalex.org/W4288358969","https://openalex.org/W4306769741","https://openalex.org/W4318708245","https://openalex.org/W6684801420","https://openalex.org/W6774549013"],"related_works":["https://openalex.org/W2316685381","https://openalex.org/W2249350383","https://openalex.org/W2072937473","https://openalex.org/W4210309948","https://openalex.org/W4388923452","https://openalex.org/W3211901564","https://openalex.org/W2056388267","https://openalex.org/W2717179875","https://openalex.org/W4249118297","https://openalex.org/W2786416059"],"abstract_inverted_index":{"The":[0,15,162],"relentless":[1],"evolution":[2],"and":[3,43,55,58,69,79,129,179],"increasing":[4],"intricacy":[5],"of":[6,17,29,35,41,60,75,144,149,156,172,177],"malware":[7,18,77],"represent":[8],"a":[9,20,23,27,99,138,153],"formidable":[10],"challenge":[11],"to":[12,38,49,93,103,125,133,140],"cybersecurity":[13],"professionals.":[14],"presence":[16],"within":[19],"system":[21,94,122],"poses":[22],"grave":[24],"threat,":[25],"encompassing":[26],"spectrum":[28],"potential":[30],"calamities,":[31],"from":[32],"the":[33,39,53,66,73,87,104,111,120,142,150,170,184,191],"theft":[34],"personal":[36],"information":[37],"sabotage":[40],"devices":[42],"networks.":[44],"Therefore,":[45],"it":[46],"becomes":[47],"imperative":[48],"devise":[50],"solutions":[51],"for":[52,169,175,182],"prompt":[54],"adaptive":[56],"detection":[57,78],"classification":[59,176],"malware.":[61],"This":[62],"paper":[63],"delves":[64],"into":[65],"multifarious":[67],"methods":[68],"techniques":[70],"employed":[71],"in":[72,190],"domain":[74],"Android":[76],"family":[80,178],"categorization,":[81],"with":[82,116,166],"particular":[83],"emphasis":[84],"on":[85],"identifying":[86,183],"permissions":[88,106,185],"that":[89,107,186],"could":[90,108],"potentially":[91,109],"lead":[92],"intrusion.":[95],"It":[96],"also":[97],"issues":[98],"warning":[100],"message":[101],"pertaining":[102],"hazardous":[105],"disrupt":[110],"system.":[112,192],"By":[113],"empowering":[114],"users":[115],"this":[117],"crucial":[118],"information,":[119],"proposed":[121],"enable":[123],"them":[124],"make":[126],"informed":[127],"decisions":[128],"take":[130],"proactive":[131],"measures":[132],"safeguard":[134],"their":[135],"systems.":[136],"In":[137],"bid":[139],"ascertain":[141],"efficacy":[143],"our":[145],"methods,":[146],"rigorous":[147],"testing":[148],"dataset":[151],"using":[152],"diverse":[154],"range":[155],"machine":[157],"learning":[158],"models":[159],"was":[160],"conducted.":[161],"results":[163],"were":[164],"remarkable,":[165],"random":[167],"forest":[168,181],"identification":[171],"malware,":[173],"adaboost":[174],"isolation":[180],"can":[187],"cause":[188],"intrusion":[189]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}